[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"eb7a5eb7f35bcb6320b0598cff8a25a1707b2d0a51ccc1d478d27abc57a83316","record_version_id":"b14563a2c38f682ab94944a5d6142cba9dcb3bb589ce8b4ae8a5fa41ab8e6a5d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"97d613ff1c1d51569808defe7386cc964e25f940e4580b673dbd5677b3b5cd92","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"eb7a5eb7f35bcb6320b0598cff8a25a1707b2d0a51ccc1d478d27abc57a83316","record_version_id":"b14563a2c38f682ab94944a5d6142cba9dcb3bb589ce8b4ae8a5fa41ab8e6a5d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"97d613ff1c1d51569808defe7386cc964e25f940e4580b673dbd5677b3b5cd92","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"label\":\"programming\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Analyze simple combinational and sequential digital logic and memory systems\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"transistor logic components\",\"Boolean algebra basics\",\"combinational logic design\",\"synchronous sequential logic\",\"computer organization and design\",\"assembly language programming\",\"binary data operations\",\"instruction set processor\",\"digital logic analysis\",\"memory systems analysis\",\"engineering ethics\",\"professional responsibilities\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Perform basic operations on binary representations for data\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Basic operations on binary data representations\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Analyze simple combinational and sequential digital logic and memory systems\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Analysis of simple combinational and sequential digital logic and memory systems\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Identify the components and operation of an instruction set processor and write programs using assembly language\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Identification of instruction set processor components and assembly language programming\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Recognize and analyze ethical and professional responsibilities in engineering contexts\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Recognition and analysis of ethical and professional responsibilities in engineering\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO COMPUTER ENGINEERING\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"},{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors, rudimentary Boolean algebra, basic combinational logic design, basic synchronous sequential logic design, basic computer organization and design, introductory machine- and assembly-language programming.\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Introduction to Computer Engineering covering transistor-based logic, Boolean algebra, combinational and sequential logic design, computer organization, and introductory assembly programming.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors, rudimentary Boolean algebra\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Transistor-based logic components and Boolean algebra\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic combinational logic design, basic synchronous sequential logic design\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Combinational and synchronous sequential logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic computer organization and design\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Computer organization and design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Machine and assembly language programming\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"eb7a5eb7f35bcb6320b0598cff8a25a1707b2d0a51ccc1d478d27abc57a83316","record_version_id":"b14563a2c38f682ab94944a5d6142cba9dcb3bb589ce8b4ae8a5fa41ab8e6a5d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"97d613ff1c1d51569808defe7386cc964e25f940e4580b673dbd5677b3b5cd92","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Best instructor for ECE 252. She is caring and explains everything in a way that is easy to understand. She is amazing at office hours and very co operative.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2022-11-22 23:36:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0e054948729b97a13bd34a78\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2ODgzMTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"},{\"comment\":\"Dr. Behroozi explains material clearly and the flipped classroom format worked well for this course. The weekly lectures were organized and easy to follow, and I felt confident in my understanding of the material by the end of the semester.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-05-11 22:01:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"04b34828ce8b3cc767f3d558\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDk3MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"}],\"evidence_count\":2,\"review_ids\":[\"0e054948729b97a13bd34a78\",\"04b34828ce8b3cc767f3d558\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2827328\",\"name\":\"Setareh Behroozi\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2827328\",\"summary\":\"Cited reviews praise Setareh Behroozi for clear explanations and effective use of a flipped classroom format that helped students feel confident in the material.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof Karu is a really good professor. It's clear that he is passionate about what he teaches and knows how to teach it in a way that most students will understand it. The exams in this course are also super easy if you put in the time to learn the material and do the homeworks because the exams are basically identical to the homeworks!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2021-11-03 03:37:17 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0abd2fb3ac4393f46a61cd3b\",\"instructor_id\":\"rmp:2637168\",\"instructor_name\":\"Karu Sankaralingam\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTgzNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\"},{\"comment\":\"Really good professor who makes things interesting. Personally, really like how the class is structured as its very well paced. The exams are also super nice because they are literally the last two homeworks with different numbers. Lecture slides are also very helpful in reviewing the material.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2024-12-27 08:41:36 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a3ed0b62df4252d1a083e158\",\"instructor_id\":\"rmp:2637168\",\"instructor_name\":\"Karu Sankaralingam\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDQ0NTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\"}],\"evidence_count\":2,\"review_ids\":[\"0abd2fb3ac4393f46a61cd3b\",\"a3ed0b62df4252d1a083e158\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2637168\",\"name\":\"Karu Sankaralingam\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2637168\",\"summary\":\"Cited reviews describe Karu Sankaralingam as passionate and knowledgeable, noting that his teaching style makes complex topics understandable and exams align closely with homework.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"If you do all the work this class is pretty easy. Top 7 of 8 homework assignments make up 30% of your grade, 4 midterms (no final) make up the other 70%. I only did half the h/w assignments, ended up with 76/100 points and got a B. On the course website he posts practice exams and you can find past ones from other professors, study these!!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2010-05-16 13:59:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"058890b0f313e007d6ca0752\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MjEyMzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"},{\"comment\":\"He goes over a ton of tedious examples by hand, which can be helpful if you are struggling with the material, but if you aren't then you will fall asleep. The exams are extremely similar to the exams from previous years that he provides you, so if you study those then you will do totally fine.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2016-12-24 00:54:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"20257cb0b2a21e5f1da07520\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjE1NjY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"}],\"evidence_count\":2,\"review_ids\":[\"058890b0f313e007d6ca0752\",\"20257cb0b2a21e5f1da07520\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1446496\",\"name\":\"Gurindar Sohi\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:1446496\",\"summary\":\"Reviews of Gurindar Sohi note that he provides practice exams similar to final tests, but some find his hand-worked examples tedious if students are already comfortable with the material.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Very nice professor, has an accent but if you listen in lecture you're okay. Homeworks are in groups of three and reading the book outside of class is useful. The book isn't particularly helpful though, so sometimes you just have to do your best. No final, just four equally weighted midterms, all very fair. Good class.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2009-11-05 22:24:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"65acf111229b27fe942def62\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MzIzMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"If you do all the work this class is pretty easy. Top 7 of 8 homework assignments make up 30% of your grade, 4 midterms (no final) make up the other 70%. I only did half the h/w assignments, ended up with 76/100 points and got a B. On the course website he posts practice exams and you can find past ones from other professors, study these!!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2010-05-16 13:59:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"058890b0f313e007d6ca0752\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MjEyMzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"}],\"evidence_count\":2,\"review_ids\":[\"65acf111229b27fe942def62\",\"058890b0f313e007d6ca0752\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1446496\",\"name\":\"Gurindar Sohi\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2010\",\"review_year_start\":\"2009\"},\"sentiment\":\"neutral\",\"subject_instructor_id\":null,\"summary\":\"Multiple reviewers indicate the course assessment structure typically consists of four midterms without a final exam, with homework assignments making up a significant portion of the grade.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This guy was literally the worst professor I have ever had. His lectures are basically him telling you what's in the book without and depth or pacing. Students had to tell him to turn up his mic literally every single class and he was often late. The things he says in class resemble nothing of whats on the hw, and as a result, the hw takes hours.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2017-12-11 16:58:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"02a1eaebcff12b6d72e5e9dc\",\"instructor_id\":\"rmp:2317637\",\"instructor_name\":\"Adil Ibrahim\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MTM0OTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2317637\"},{\"comment\":\"He is often degrading to students or mocks you for wanting to review the exam questions. Beware of the exams, as they only have 45 minutes for 38 questions. Some of the exams have programming questions too. He is not helpful in class, either.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2020-07-31 14:49:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bfd50e3d132d7e779b834e43\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNTQ5MDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Condescending teacher with a very antiquated way of lecturing, just filling in an outline. Often skips questions if she believes we should \\\"already know\\\" certain material, and has no lecture slides to review after class. No review material is posted, but homeworks have most of the test material. Class is not hard if you go to every lecture though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2025-05-04 20:46:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3cc57c1df5a299bca7829cd\",\"instructor_id\":\"rmp:177726\",\"instructor_name\":\"Debra (Deb) Deppeler\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTUzNjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/177726\"}],\"evidence_count\":3,\"review_ids\":[\"02a1eaebcff12b6d72e5e9dc\",\"bfd50e3d132d7e779b834e43\",\"d3cc57c1df5a299bca7829cd\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:177726\",\"name\":\"Debra (Deb) Deppeler\"},{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:2317637\",\"name\":\"Adil Ibrahim\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"subject_instructor_id\":null,\"summary\":\"Some cited reviews criticize specific instructors for condescending attitudes, poor lecture pacing, or lack of helpful review materials, though opinions vary significantly by section and professor.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Prof. Lipasti is incredibly knowledgeable. Having him for a class was exceptional and knowing I was taught by one of the field's leaders was phenomenal. He knows how to put things very clearly and his online lectures are amazing. It's a very challenging class; he makes it clear that you must learn to teach yourself material. It's engineering!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2012-01-24 00:39:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"df928dc578926edb0be02a87\",\"instructor_id\":\"rmp:304354\",\"instructor_name\":\"Mikko Lipasti\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NzY0MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\"},{\"comment\":\"This professor teaches as though the entire class has had prior programming experience when it is clearly and introductory course. Although  the topics covered aren't that hard to grasp, it is still a pain having to keep up with someone who plows through the material without solid explanations. Not the greatest teacher, but manageable.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2012-05-23 08:29:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f2d89b62293d270cfdfd468\",\"instructor_id\":\"rmp:1507230\",\"instructor_name\":\"Karthikeyan Sankaralingam\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIwMzMzODI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1507230\"}],\"evidence_count\":2,\"review_ids\":[\"df928dc578926edb0be02a87\",\"0f2d89b62293d270cfdfd468\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1507230\",\"name\":\"Karthikeyan Sankaralingam\"},{\"id\":\"rmp:304354\",\"name\":\"Mikko Lipasti\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":null,\"summary\":\"Reviewers describe the course as challenging, requiring self-study and diligent effort to keep up with the pace, particularly when lectures move quickly through introductory material.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"eb7a5eb7f35bcb6320b0598cff8a25a1707b2d0a51ccc1d478d27abc57a83316","record_version_id":"b14563a2c38f682ab94944a5d6142cba9dcb3bb589ce8b4ae8a5fa41ab8e6a5d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"97d613ff1c1d51569808defe7386cc964e25f940e4580b673dbd5677b3b5cd92","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"9fe1b4854a1c73b312a4eaaaf77451438f5132bb8a1157d71c9e0709445dbaa0\",\"course_id\":\"COMPSCI/ECE 252\",\"current_instructors\":[{\"instructor_uid\":\"instructor_9bc294ac46d9dd3618506aa9\",\"message\":\"No course-specific reviews available\",\"name\":\"Hezi Zhang\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_b9402e06a7d816746041099a\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Hsiao\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_eb1bb94171f8f5bd7e26165f\",\"message\":null,\"name\":\"Setareh Behroozi\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2827328\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-11-08 04:12:52 +0000 UTC\",\"review_id\":\"fb92ab3d71023d804353aa43\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM4MzU2MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-05-11 22:01:36 +0000 UTC\",\"review_id\":\"04b34828ce8b3cc767f3d558\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQzMDk3MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-12-17 18:30:11 +0000 UTC\",\"review_id\":\"8afeec163bf7455c2bf13cdd\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMzQ2ODcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Setareh Behroozi taught the course using a flipped classroom format with online videos and weekly discussion-style lectures that students found clear and organized. Reviews highlighted her helpfulness in class and office hours, though one student noted she was difficult to reach outside of class and often provided non-answers to grading questions.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.50 GPA, 75.4% A/AB (n=126 letter grades); Spring 2025: 3.44 GPA, 70.1% A/AB (n=87 letter grades); Fall 2025: 3.39 GPA, 71.4% A/AB (n=126 letter grades).\"}]},{\"instructor_uid\":\"instructor_3c20f585497c036ee0ded500\",\"message\":null,\"name\":\"Shayne Wadle\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:3156510\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-01-11 01:10:16 +0000 UTC\",\"review_id\":\"31ba04dea28e00bc7517873c\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-01-18 05:41:27 +0000 UTC\",\"review_id\":\"5e2c901554eb200c85b9206b\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNTE1ODIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-03-20 20:52:29 +0000 UTC\",\"review_id\":\"a33a05fa2b8a4221005a110f\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNzE5OTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-04-07 17:41:21 +0000 UTC\",\"review_id\":\"cd495bc34e31990dd7aa0835\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNzkyMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-04-26 18:12:24 +0000 UTC\",\"review_id\":\"b2f3ade8810240a42d9c2e39\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyOTM1ODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-05-03 21:22:11 +0000 UTC\",\"review_id\":\"9af6621f08c3899567e17f01\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQzMDExNjE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-05-03 21:28:08 +0000 UTC\",\"review_id\":\"4c2bfecdc001319541b23ee4\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQzMDExNjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Professor Shayne Wadle received mixed feedback regarding lecture quality, with some students finding the slides and in-class problem-solving insufficient for learning, while others noted he explained concepts well and was responsive. Reviews indicated that homework closely mirrored exam problems, though students disagreed on whether the course required significant self-study or pattern recognition to succeed.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.43 GPA, 66.8% A/AB (n=217 letter grades); Fall 2025: 3.39 GPA, 69.1% A/AB (n=97 letter grades); Spring 2026: 3.47 GPA, 67.6% A/AB (n=139 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_570635b99c1c1cbcfe9e05e1\",\"message\":\"No course-specific reviews available\",\"name\":\"Swamit Tannu\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2833415\",\"summary\":[]},{\"instructor_uid\":\"instructor_6b538cd1085236661960506e\",\"message\":\"No course-specific reviews available\",\"name\":\"Tsung-Wei Huang\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.37 GPA, 70.8% A/AB (n=89 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-05-03 21:22:11 +0000 UTC\",\"review_id\":\"9af6621f08c3899567e17f01\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQzMDExNjE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-01-18 05:41:27 +0000 UTC\",\"review_id\":\"5e2c901554eb200c85b9206b\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNTE1ODIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students noted that homework was the primary basis for learning and was very similar to exams. Some found the homework difficult even with lectures, requiring significant independent work outside of class.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Joseph Krachey\",\"review_date\":\"2022-09-02 00:30:51 +0000 UTC\",\"review_id\":\"fa6c902dbb01c7e6bbfad609\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1727817\",\"source_review_id\":\"UmF0aW5nLTM2NjI0NTIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1727817\",\"type\":\"review\"},{\"instructor_name\":\"Karu Sankaralingam\",\"review_date\":\"2024-12-27 08:41:36 +0000 UTC\",\"review_id\":\"a3ed0b62df4252d1a083e158\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2637168\",\"source_review_id\":\"UmF0aW5nLTQwNDQ0NTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Joseph Krachey taught with a reverse-style format, featuring weekly lectures and Canvas activities that resembled tests and homework. Karu Sankaralingam maintained a well-paced structure, and students noted that exams closely mirrored the final two homework assignments, making the lecture slides particularly helpful for review.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-11-08 04:12:52 +0000 UTC\",\"review_id\":\"fb92ab3d71023d804353aa43\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM4MzU2MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-01-11 01:10:16 +0000 UTC\",\"review_id\":\"31ba04dea28e00bc7517873c\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"This course uses a flipped classroom format with online video lectures and in-person discussions. While some students found this structure helpful, others felt the in-person lectures were inefficient.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.41 GPA, 69.0% A/AB (n=699 letter grades); Fall 2025: 3.41 GPA, 70.4% A/AB (n=570 letter grades); Spring 2026: 3.40 GPA, 64.3% A/AB (n=589 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2022-11-22 23:36:02 +0000 UTC\",\"review_id\":\"0e054948729b97a13bd34a78\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM2ODgzMTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-12-17 18:30:11 +0000 UTC\",\"review_id\":\"8afeec163bf7455c2bf13cdd\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMzQ2ODcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Setareh Behroozi was praised for being caring and helpful in office hours, though one student found her hard to reach outside of class and noted that grading was often handled by others.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"ADIL IBRAHIM is recorded teaching in Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"}],\"text\":\"DAVID A. WOOD is recorded teaching in Spring 2008, Spring 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"GURINDAR SOHI is recorded teaching in Spring 2010, Fall 2010, Fall 2011, Fall 2012, Spring 2013, Fall 2014, Fall 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"JOSEPH KRACHEY is recorded teaching in Spring 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"KARTHIKEYAN SANKARALINGAM is recorded teaching in Spring 2012, Spring 2014, Fall 2015, Fall 2021, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"KATHERINE MORROW is recorded teaching in Fall 2012, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"MARK D. HILL is recorded teaching in Spring 2007, Fall 2007, Fall 2009, Spring 2013, Fall 2013, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"MATT SINCLAIR is recorded teaching in Fall 2022, Fall 2023, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"MICHAEL MORROW is recorded teaching in Spring 2014, Fall 2014, Fall 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"MIKKO LIPASTI is recorded teaching in Fall 2007, Fall 2008, Fall 2010, Fall 2011, Fall 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SETAREH BEHROOZI is recorded teaching in Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SHAYNE WADLE is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":6,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"TSUNG-WEI HUANG is recorded teaching in Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2289f9c991cfe6ed206f9923cb296489ffd1140d6b7afff04300d504c495ffa1","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2289f9c991cfe6ed206f9923cb296489ffd1140d6b7afff04300d504c495ffa1","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"computer engineering introduction\",\"digital logic design\",\"assembly language programming\",\"Boolean algebra\",\"combinational sequential logic\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors\"}],\"text\":\"Understanding logic components built with transistors\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"rudimentary Boolean algebra\"}],\"text\":\"Applying rudimentary Boolean algebra\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic combinational logic design\"}],\"text\":\"Performing basic combinational logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic synchronous sequential logic design\"}],\"text\":\"Performing basic synchronous sequential logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic computer organization and design\"}],\"text\":\"Understanding basic computer organization and design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\"}],\"text\":\"Introductory machine- and assembly-language programming\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO COMPUTER ENGINEERING\"},{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors, rudimentary Boolean algebra, basic combinational logic design, basic synchronous sequential logic design, basic computer organization and design, introductory machine- and assembly-language programming.\"}],\"text\":\"Introduction to Computer Engineering covers logic components, Boolean algebra, logic design, computer organization, and assembly-language programming.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors\"}],\"text\":\"Logic components and transistors\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"rudimentary Boolean algebra\"}],\"text\":\"Boolean algebra\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic combinational logic design\"}],\"text\":\"Combinational logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic synchronous sequential logic design\"}],\"text\":\"Synchronous sequential logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic computer organization and design\"}],\"text\":\"Computer organization and design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\"}],\"text\":\"Machine- and assembly-language programming\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2289f9c991cfe6ed206f9923cb296489ffd1140d6b7afff04300d504c495ffa1","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"6d1879b7927d195c590f00bb1382882f68617aa7a9ce18b703a2451f6fe94e19","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"6d1879b7927d195c590f00bb1382882f68617aa7a9ce18b703a2451f6fe94e19","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"computer engineering introduction\",\"digital logic design\",\"assembly language programming\",\"Boolean algebra\",\"combinational sequential logic\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors\"}],\"text\":\"Understanding logic components built with transistors\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"rudimentary Boolean algebra\"}],\"text\":\"Applying rudimentary Boolean algebra\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic combinational logic design\"}],\"text\":\"Performing basic combinational logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic synchronous sequential logic design\"}],\"text\":\"Performing basic synchronous sequential logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic computer organization and design\"}],\"text\":\"Understanding basic computer organization and design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\"}],\"text\":\"Introductory machine- and assembly-language programming\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO COMPUTER ENGINEERING\"},{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors, rudimentary Boolean algebra, basic combinational logic design, basic synchronous sequential logic design, basic computer organization and design, introductory machine- and assembly-language programming.\"}],\"text\":\"Introduction to Computer Engineering covers logic components, Boolean algebra, logic design, computer organization, and assembly-language programming.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors\"}],\"text\":\"Logic components and transistors\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"rudimentary Boolean algebra\"}],\"text\":\"Boolean algebra\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic combinational logic design\"}],\"text\":\"Combinational logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic synchronous sequential logic design\"}],\"text\":\"Synchronous sequential logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic computer organization and design\"}],\"text\":\"Computer organization and design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\"}],\"text\":\"Machine- and assembly-language programming\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"6d1879b7927d195c590f00bb1382882f68617aa7a9ce18b703a2451f6fe94e19","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This professor teaches as though the entire class has had prior programming experience when it is clearly and introductory course. Although  the topics covered aren't that hard to grasp, it is still a pain having to keep up with someone who plows through the material without solid explanations. Not the greatest teacher, but manageable.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2012-05-23 08:29:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f2d89b62293d270cfdfd468\",\"instructor_id\":\"rmp:1507230\",\"instructor_name\":\"Karthikeyan Sankaralingam\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIwMzMzODI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1507230\"},{\"comment\":\"He is often degrading to students or mocks you for wanting to review the exam questions. Beware of the exams, as they only have 45 minutes for 38 questions. Some of the exams have programming questions too. He is not helpful in class, either.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2020-07-31 14:49:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bfd50e3d132d7e779b834e43\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNTQ5MDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"During lecture he seems kind and considerate, but the second that the lecture ends, his attitude changes drastically. If students ask him questions or inquires about anything at all, he becomes condescending and unforgiving. Be aware that he also make homeworks due at 10PM and exams due at 8PM instead of 11:59PM. They will not allow anything later.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2024-02-24 21:56:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"dfca0d604b5aa84f3a3528c9\",\"instructor_id\":\"rmp:2465736\",\"instructor_name\":\"Matthew Sinclair\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4OTk4MzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\"},{\"comment\":\"Condescending teacher with a very antiquated way of lecturing, just filling in an outline. Often skips questions if she believes we should \\\"already know\\\" certain material, and has no lecture slides to review after class. No review material is posted, but homeworks have most of the test material. Class is not hard if you go to every lecture though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2025-05-04 20:46:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3cc57c1df5a299bca7829cd\",\"instructor_id\":\"rmp:177726\",\"instructor_name\":\"Debra (Deb) Deppeler\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTUzNjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/177726\"},{\"comment\":\"Professor Wadle is a decent professor. He cares deeply about the subject and students, but his class is structured poorly. His lecture notes are the worst. He writes around 2-3 words per slide that tell you nothing. He also makes you request lecture recordings instead of giving them up front. The content itself is not too difficult though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-01-11 01:10:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"31ba04dea28e00bc7517873c\",\"instructor_id\":\"rmp:3156510\",\"instructor_name\":\"Shayne Wadle\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\"},{\"comment\":\"If you want to succeed in this class get ready to turn off your brain! Lectures are not helpful at all and to succeed all you need is good pattern recognition instead of learning the actual information. Homeworks are the only basis for actual learning, it felt more like an online course than an in person one. \",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-05-03 21:28:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4c2bfecdc001319541b23ee4\",\"instructor_id\":\"rmp:3156510\",\"instructor_name\":\"Shayne Wadle\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDExNjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\"}],\"evidence_count\":6,\"review_ids\":[\"0f2d89b62293d270cfdfd468\",\"bfd50e3d132d7e779b834e43\",\"dfca0d604b5aa84f3a3528c9\",\"d3cc57c1df5a299bca7829cd\",\"31ba04dea28e00bc7517873c\",\"4c2bfecdc001319541b23ee4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1507230\",\"name\":\"Karthikeyan Sankaralingam\"},{\"id\":\"rmp:177726\",\"name\":\"Debra (Deb) Deppeler\"},{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:2465736\",\"name\":\"Matthew Sinclair\"},{\"id\":\"rmp:3156510\",\"name\":\"Shayne Wadle\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor quality varies significantly; some are clear and helpful while others are condescending or lack depth.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Very nice professor, has an accent but if you listen in lecture you're okay. Homeworks are in groups of three and reading the book outside of class is useful. The book isn't particularly helpful though, so sometimes you just have to do your best. No final, just four equally weighted midterms, all very fair. Good class.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2009-11-05 22:24:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"65acf111229b27fe942def62\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MzIzMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"If you do all the work this class is pretty easy. Top 7 of 8 homework assignments make up 30% of your grade, 4 midterms (no final) make up the other 70%. I only did half the h/w assignments, ended up with 76/100 points and got a B. On the course website he posts practice exams and you can find past ones from other professors, study these!!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2010-05-16 13:59:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"058890b0f313e007d6ca0752\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MjEyMzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"},{\"comment\":\"He goes over a ton of tedious examples by hand, which can be helpful if you are struggling with the material, but if you aren't then you will fall asleep. The exams are extremely similar to the exams from previous years that he provides you, so if you study those then you will do totally fine.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2016-12-24 00:54:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"20257cb0b2a21e5f1da07520\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjE1NjY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"},{\"comment\":\"Prof Karu is a really good professor. It's clear that he is passionate about what he teaches and knows how to teach it in a way that most students will understand it. The exams in this course are also super easy if you put in the time to learn the material and do the homeworks because the exams are basically identical to the homeworks!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2021-11-03 03:37:17 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0abd2fb3ac4393f46a61cd3b\",\"instructor_id\":\"rmp:2637168\",\"instructor_name\":\"Karu Sankaralingam\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTgzNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\"},{\"comment\":\"Really good professor who makes things interesting. Personally, really like how the class is structured as its very well paced. The exams are also super nice because they are literally the last two homeworks with different numbers. Lecture slides are also very helpful in reviewing the material.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2024-12-27 08:41:36 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a3ed0b62df4252d1a083e158\",\"instructor_id\":\"rmp:2637168\",\"instructor_name\":\"Karu Sankaralingam\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDQ0NTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\"}],\"evidence_count\":5,\"review_ids\":[\"65acf111229b27fe942def62\",\"058890b0f313e007d6ca0752\",\"20257cb0b2a21e5f1da07520\",\"0abd2fb3ac4393f46a61cd3b\",\"a3ed0b62df4252d1a083e158\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1446496\",\"name\":\"Gurindar Sohi\"},{\"id\":\"rmp:2637168\",\"name\":\"Karu Sankaralingam\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2009\"},\"sentiment\":\"positive\",\"summary\":\"Exams are often similar to homework and past papers, making them manageable if students prepare thoroughly.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"This class helped me understand the basics of computers. He knows his stuff, but makes occasional mistakes and is a horrible scribe on a board. Read the book, do the homework, listen in class, and you should do fine.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2007-11-28 04:15:14 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"06c02495357d249924dd82ca\",\"instructor_id\":\"rmp:407377\",\"instructor_name\":\"Mark Hill\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzExMjg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407377\"},{\"comment\":\"Very nice professor, has an accent but if you listen in lecture you're okay. Homeworks are in groups of three and reading the book outside of class is useful. The book isn't particularly helpful though, so sometimes you just have to do your best. No final, just four equally weighted midterms, all very fair. Good class.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2009-11-05 22:24:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"65acf111229b27fe942def62\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MzIzMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Prof. Lipasti is incredibly knowledgeable. Having him for a class was exceptional and knowing I was taught by one of the field's leaders was phenomenal. He knows how to put things very clearly and his online lectures are amazing. It's a very challenging class; he makes it clear that you must learn to teach yourself material. It's engineering!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2012-01-24 00:39:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"df928dc578926edb0be02a87\",\"instructor_id\":\"rmp:304354\",\"instructor_name\":\"Mikko Lipasti\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NzY0MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\"},{\"comment\":\"She does not seem like the nicest professor out there, but she is helpful in office hours. She knows the materials really well, however I had to put a decent amount of effort to keep up with the course. For a professor in STEM field she has done a pretty good job.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2017-12-19 10:16:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"30ecd8389db94da059375fce\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MjcyNjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"The lectures were hard to survive in person, but they were recorded and posted on canvas which was a win. Overall, he gave all the content necessary to succeed and I believe this class is truly about just diligently learning all the stuff and making sure that you are comfortable with it - some of it can get confusing depending on your background. \",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2025-08-31 02:14:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2d10178a5fab9d13043751e6\",\"instructor_id\":\"rmp:2465736\",\"instructor_name\":\"Matthew Sinclair\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxNjEzMjQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\"}],\"evidence_count\":5,\"review_ids\":[\"06c02495357d249924dd82ca\",\"65acf111229b27fe942def62\",\"df928dc578926edb0be02a87\",\"30ecd8389db94da059375fce\",\"2d10178a5fab9d13043751e6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2465736\",\"name\":\"Matthew Sinclair\"},{\"id\":\"rmp:304354\",\"name\":\"Mikko Lipasti\"},{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"},{\"id\":\"rmp:407377\",\"name\":\"Mark Hill\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is manageable with consistent effort, though some students find the pace fast or the material confusing without prior background.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"They've switched to online lectures with a group wiscel session. She was extremely good at writing the mandatory quizzes that we took each week and at helping out with any questions that we had. Very good at what she had to do for the format. I highly recommend her.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2013-11-13 12:20:20 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"25d77ff091c84b76f3a49701\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMzA3MTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"Michael Morrow is a great professor.  If you are ever at a loss he is very helpful with questions. Online lectures are informative but fast-paced.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2015-11-03 10:58:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d0c327e9a46369bdaa573af0\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1MzMxMTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"He is quite the funny guy, the class is a reverse style lecture, where actual lectures are once a week and the rest of the classes are spent doing Canvas activities which resemble the tests and homework.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2022-09-02 00:30:51 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"fa6c902dbb01c7e6bbfad609\",\"instructor_id\":\"rmp:1727817\",\"instructor_name\":\"Joseph Krachey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2NjI0NTIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1727817\"},{\"comment\":\"Professor Wadle is a decent professor. He cares deeply about the subject and students, but his class is structured poorly. His lecture notes are the worst. He writes around 2-3 words per slide that tell you nothing. He also makes you request lecture recordings instead of giving them up front. The content itself is not too difficult though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-01-11 01:10:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"31ba04dea28e00bc7517873c\",\"instructor_id\":\"rmp:3156510\",\"instructor_name\":\"Shayne Wadle\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\"},{\"comment\":\"Dr. Behroozi explains material clearly and the flipped classroom format worked well for this course. The weekly lectures were organized and easy to follow, and I felt confident in my understanding of the material by the end of the semester.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-05-11 22:01:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"04b34828ce8b3cc767f3d558\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDk3MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"}],\"evidence_count\":5,\"review_ids\":[\"25d77ff091c84b76f3a49701\",\"d0c327e9a46369bdaa573af0\",\"fa6c902dbb01c7e6bbfad609\",\"31ba04dea28e00bc7517873c\",\"04b34828ce8b3cc767f3d558\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1727817\",\"name\":\"Joseph Krachey\"},{\"id\":\"rmp:2827328\",\"name\":\"Setareh Behroozi\"},{\"id\":\"rmp:3156510\",\"name\":\"Shayne Wadle\"},{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"},{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Course structure has shifted between traditional lectures, online formats, and flipped classrooms, with varying levels of support materials.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"eb7a5eb7f35bcb6320b0598cff8a25a1707b2d0a51ccc1d478d27abc57a83316","record_version_id":"b14563a2c38f682ab94944a5d6142cba9dcb3bb589ce8b4ae8a5fa41ab8e6a5d","job_id":"enrich-6556a505c10f448d98d02466","output_id":"f943d68793b81fd73a651142f07172fcb6e61f853bd33274abcd1008031bd08a","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"eb7a5eb7f35bcb6320b0598cff8a25a1707b2d0a51ccc1d478d27abc57a83316","record_version_id":"b14563a2c38f682ab94944a5d6142cba9dcb3bb589ce8b4ae8a5fa41ab8e6a5d","job_id":"enrich-6556a505c10f448d98d02466","output_id":"f943d68793b81fd73a651142f07172fcb6e61f853bd33274abcd1008031bd08a","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"label\":\"programming\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Analyze simple combinational and sequential digital logic and memory systems\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"transistor logic components\",\"Boolean algebra basics\",\"combinational logic design\",\"synchronous sequential logic\",\"computer organization and design\",\"assembly language programming\",\"binary data operations\",\"instruction set processor\",\"digital logic analysis\",\"memory systems analysis\",\"engineering ethics\",\"professional responsibilities\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Perform basic operations on binary representations for data\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Basic operations on binary data representations\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Analyze simple combinational and sequential digital logic and memory systems\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Analysis of simple combinational and sequential digital logic and memory systems\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Identify the components and operation of an instruction set processor and write programs using assembly language\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Identification of instruction set processor components and assembly language programming\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Recognize and analyze ethical and professional responsibilities in engineering contexts\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Recognition and analysis of ethical and professional responsibilities in engineering\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO COMPUTER ENGINEERING\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"},{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors, rudimentary Boolean algebra, basic combinational logic design, basic synchronous sequential logic design, basic computer organization and design, introductory machine- and assembly-language programming.\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Introduction to Computer Engineering covering transistor-based logic, Boolean algebra, combinational and sequential logic design, computer organization, and introductory assembly programming.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors, rudimentary Boolean algebra\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Transistor-based logic components and Boolean algebra\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic combinational logic design, basic synchronous sequential logic design\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Combinational and synchronous sequential logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic computer organization and design\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Computer organization and design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\",\"source_url\":\"https://guide.wisc.edu/courses/comp_sci/\"}],\"text\":\"Machine and assembly language programming\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"eb7a5eb7f35bcb6320b0598cff8a25a1707b2d0a51ccc1d478d27abc57a83316","record_version_id":"b14563a2c38f682ab94944a5d6142cba9dcb3bb589ce8b4ae8a5fa41ab8e6a5d","job_id":"enrich-6556a505c10f448d98d02466","output_id":"f943d68793b81fd73a651142f07172fcb6e61f853bd33274abcd1008031bd08a","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Best instructor for ECE 252. She is caring and explains everything in a way that is easy to understand. She is amazing at office hours and very co operative.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2022-11-22 23:36:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0e054948729b97a13bd34a78\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2ODgzMTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"},{\"comment\":\"Dr. Behroozi explains material clearly and the flipped classroom format worked well for this course. The weekly lectures were organized and easy to follow, and I felt confident in my understanding of the material by the end of the semester.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-05-11 22:01:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"04b34828ce8b3cc767f3d558\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDk3MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"}],\"evidence_count\":2,\"review_ids\":[\"0e054948729b97a13bd34a78\",\"04b34828ce8b3cc767f3d558\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2827328\",\"name\":\"Setareh Behroozi\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2827328\",\"summary\":\"Cited reviews praise Setareh Behroozi for clear explanations and effective use of a flipped classroom format that helped students feel confident in the material.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof Karu is a really good professor. It's clear that he is passionate about what he teaches and knows how to teach it in a way that most students will understand it. The exams in this course are also super easy if you put in the time to learn the material and do the homeworks because the exams are basically identical to the homeworks!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2021-11-03 03:37:17 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0abd2fb3ac4393f46a61cd3b\",\"instructor_id\":\"rmp:2637168\",\"instructor_name\":\"Karu Sankaralingam\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTgzNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\"},{\"comment\":\"Really good professor who makes things interesting. Personally, really like how the class is structured as its very well paced. The exams are also super nice because they are literally the last two homeworks with different numbers. Lecture slides are also very helpful in reviewing the material.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2024-12-27 08:41:36 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a3ed0b62df4252d1a083e158\",\"instructor_id\":\"rmp:2637168\",\"instructor_name\":\"Karu Sankaralingam\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDQ0NTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\"}],\"evidence_count\":2,\"review_ids\":[\"0abd2fb3ac4393f46a61cd3b\",\"a3ed0b62df4252d1a083e158\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2637168\",\"name\":\"Karu Sankaralingam\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2637168\",\"summary\":\"Cited reviews describe Karu Sankaralingam as passionate and knowledgeable, noting that his teaching style makes complex topics understandable and exams align closely with homework.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"If you do all the work this class is pretty easy. Top 7 of 8 homework assignments make up 30% of your grade, 4 midterms (no final) make up the other 70%. I only did half the h/w assignments, ended up with 76/100 points and got a B. On the course website he posts practice exams and you can find past ones from other professors, study these!!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2010-05-16 13:59:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"058890b0f313e007d6ca0752\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MjEyMzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"},{\"comment\":\"He goes over a ton of tedious examples by hand, which can be helpful if you are struggling with the material, but if you aren't then you will fall asleep. The exams are extremely similar to the exams from previous years that he provides you, so if you study those then you will do totally fine.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2016-12-24 00:54:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"20257cb0b2a21e5f1da07520\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjE1NjY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"}],\"evidence_count\":2,\"review_ids\":[\"058890b0f313e007d6ca0752\",\"20257cb0b2a21e5f1da07520\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1446496\",\"name\":\"Gurindar Sohi\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2010\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:1446496\",\"summary\":\"Reviews of Gurindar Sohi note that he provides practice exams similar to final tests, but some find his hand-worked examples tedious if students are already comfortable with the material.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Very nice professor, has an accent but if you listen in lecture you're okay. Homeworks are in groups of three and reading the book outside of class is useful. The book isn't particularly helpful though, so sometimes you just have to do your best. No final, just four equally weighted midterms, all very fair. Good class.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2009-11-05 22:24:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"65acf111229b27fe942def62\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MzIzMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"If you do all the work this class is pretty easy. Top 7 of 8 homework assignments make up 30% of your grade, 4 midterms (no final) make up the other 70%. I only did half the h/w assignments, ended up with 76/100 points and got a B. On the course website he posts practice exams and you can find past ones from other professors, study these!!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2010-05-16 13:59:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"058890b0f313e007d6ca0752\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MjEyMzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"}],\"evidence_count\":2,\"review_ids\":[\"65acf111229b27fe942def62\",\"058890b0f313e007d6ca0752\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1446496\",\"name\":\"Gurindar Sohi\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2010\",\"review_year_start\":\"2009\"},\"sentiment\":\"neutral\",\"subject_instructor_id\":null,\"summary\":\"Multiple reviewers indicate the course assessment structure typically consists of four midterms without a final exam, with homework assignments making up a significant portion of the grade.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This guy was literally the worst professor I have ever had. His lectures are basically him telling you what's in the book without and depth or pacing. Students had to tell him to turn up his mic literally every single class and he was often late. The things he says in class resemble nothing of whats on the hw, and as a result, the hw takes hours.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2017-12-11 16:58:12 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"02a1eaebcff12b6d72e5e9dc\",\"instructor_id\":\"rmp:2317637\",\"instructor_name\":\"Adil Ibrahim\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MTM0OTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2317637\"},{\"comment\":\"He is often degrading to students or mocks you for wanting to review the exam questions. Beware of the exams, as they only have 45 minutes for 38 questions. Some of the exams have programming questions too. He is not helpful in class, either.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2020-07-31 14:49:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bfd50e3d132d7e779b834e43\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNTQ5MDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Condescending teacher with a very antiquated way of lecturing, just filling in an outline. Often skips questions if she believes we should \\\"already know\\\" certain material, and has no lecture slides to review after class. No review material is posted, but homeworks have most of the test material. Class is not hard if you go to every lecture though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2025-05-04 20:46:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3cc57c1df5a299bca7829cd\",\"instructor_id\":\"rmp:177726\",\"instructor_name\":\"Debra (Deb) Deppeler\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTUzNjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/177726\"}],\"evidence_count\":3,\"review_ids\":[\"02a1eaebcff12b6d72e5e9dc\",\"bfd50e3d132d7e779b834e43\",\"d3cc57c1df5a299bca7829cd\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:177726\",\"name\":\"Debra (Deb) Deppeler\"},{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:2317637\",\"name\":\"Adil Ibrahim\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"subject_instructor_id\":null,\"summary\":\"Some cited reviews criticize specific instructors for condescending attitudes, poor lecture pacing, or lack of helpful review materials, though opinions vary significantly by section and professor.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Prof. Lipasti is incredibly knowledgeable. Having him for a class was exceptional and knowing I was taught by one of the field's leaders was phenomenal. He knows how to put things very clearly and his online lectures are amazing. It's a very challenging class; he makes it clear that you must learn to teach yourself material. It's engineering!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2012-01-24 00:39:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"df928dc578926edb0be02a87\",\"instructor_id\":\"rmp:304354\",\"instructor_name\":\"Mikko Lipasti\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NzY0MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\"},{\"comment\":\"This professor teaches as though the entire class has had prior programming experience when it is clearly and introductory course. Although  the topics covered aren't that hard to grasp, it is still a pain having to keep up with someone who plows through the material without solid explanations. Not the greatest teacher, but manageable.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2012-05-23 08:29:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f2d89b62293d270cfdfd468\",\"instructor_id\":\"rmp:1507230\",\"instructor_name\":\"Karthikeyan Sankaralingam\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIwMzMzODI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1507230\"}],\"evidence_count\":2,\"review_ids\":[\"df928dc578926edb0be02a87\",\"0f2d89b62293d270cfdfd468\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1507230\",\"name\":\"Karthikeyan Sankaralingam\"},{\"id\":\"rmp:304354\",\"name\":\"Mikko Lipasti\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":null,\"summary\":\"Reviewers describe the course as challenging, requiring self-study and diligent effort to keep up with the pace, particularly when lectures move quickly through introductory material.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"88b78754e09722fac53e01e443c060b7b445827cf6936d2494e9ab6232f41f26","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"88b78754e09722fac53e01e443c060b7b445827cf6936d2494e9ab6232f41f26","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"computer engineering introduction\",\"digital logic design\",\"assembly language programming\",\"Boolean algebra\",\"combinational sequential logic\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors\"}],\"text\":\"Understanding logic components built with transistors\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"rudimentary Boolean algebra\"}],\"text\":\"Applying rudimentary Boolean algebra\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic combinational logic design\"}],\"text\":\"Performing basic combinational logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic synchronous sequential logic design\"}],\"text\":\"Performing basic synchronous sequential logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic computer organization and design\"}],\"text\":\"Understanding basic computer organization and design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\"}],\"text\":\"Introductory machine- and assembly-language programming\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO COMPUTER ENGINEERING\"},{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors, rudimentary Boolean algebra, basic combinational logic design, basic synchronous sequential logic design, basic computer organization and design, introductory machine- and assembly-language programming.\"}],\"text\":\"Introduction to Computer Engineering covers logic components, Boolean algebra, logic design, computer organization, and assembly-language programming.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors\"}],\"text\":\"Logic components and transistors\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"rudimentary Boolean algebra\"}],\"text\":\"Boolean algebra\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic combinational logic design\"}],\"text\":\"Combinational logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic synchronous sequential logic design\"}],\"text\":\"Synchronous sequential logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic computer organization and design\"}],\"text\":\"Computer organization and design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\"}],\"text\":\"Machine- and assembly-language programming\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"88b78754e09722fac53e01e443c060b7b445827cf6936d2494e9ab6232f41f26","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This professor teaches as though the entire class has had prior programming experience when it is clearly and introductory course. Although  the topics covered aren't that hard to grasp, it is still a pain having to keep up with someone who plows through the material without solid explanations. Not the greatest teacher, but manageable.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2012-05-23 08:29:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f2d89b62293d270cfdfd468\",\"instructor_id\":\"rmp:1507230\",\"instructor_name\":\"Karthikeyan Sankaralingam\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIwMzMzODI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1507230\"},{\"comment\":\"He is often degrading to students or mocks you for wanting to review the exam questions. Beware of the exams, as they only have 45 minutes for 38 questions. Some of the exams have programming questions too. He is not helpful in class, either.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2020-07-31 14:49:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bfd50e3d132d7e779b834e43\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNTQ5MDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"During lecture he seems kind and considerate, but the second that the lecture ends, his attitude changes drastically. If students ask him questions or inquires about anything at all, he becomes condescending and unforgiving. Be aware that he also make homeworks due at 10PM and exams due at 8PM instead of 11:59PM. They will not allow anything later.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2024-02-24 21:56:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"dfca0d604b5aa84f3a3528c9\",\"instructor_id\":\"rmp:2465736\",\"instructor_name\":\"Matthew Sinclair\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4OTk4MzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\"},{\"comment\":\"Condescending teacher with a very antiquated way of lecturing, just filling in an outline. Often skips questions if she believes we should \\\"already know\\\" certain material, and has no lecture slides to review after class. No review material is posted, but homeworks have most of the test material. Class is not hard if you go to every lecture though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2025-05-04 20:46:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3cc57c1df5a299bca7829cd\",\"instructor_id\":\"rmp:177726\",\"instructor_name\":\"Debra (Deb) Deppeler\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTUzNjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/177726\"},{\"comment\":\"Professor Wadle is a decent professor. He cares deeply about the subject and students, but his class is structured poorly. His lecture notes are the worst. He writes around 2-3 words per slide that tell you nothing. He also makes you request lecture recordings instead of giving them up front. The content itself is not too difficult though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-01-11 01:10:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"31ba04dea28e00bc7517873c\",\"instructor_id\":\"rmp:3156510\",\"instructor_name\":\"Shayne Wadle\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\"},{\"comment\":\"If you want to succeed in this class get ready to turn off your brain! Lectures are not helpful at all and to succeed all you need is good pattern recognition instead of learning the actual information. Homeworks are the only basis for actual learning, it felt more like an online course than an in person one. \",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-05-03 21:28:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4c2bfecdc001319541b23ee4\",\"instructor_id\":\"rmp:3156510\",\"instructor_name\":\"Shayne Wadle\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDExNjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\"}],\"evidence_count\":6,\"review_ids\":[\"0f2d89b62293d270cfdfd468\",\"bfd50e3d132d7e779b834e43\",\"dfca0d604b5aa84f3a3528c9\",\"d3cc57c1df5a299bca7829cd\",\"31ba04dea28e00bc7517873c\",\"4c2bfecdc001319541b23ee4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1507230\",\"name\":\"Karthikeyan Sankaralingam\"},{\"id\":\"rmp:177726\",\"name\":\"Debra (Deb) Deppeler\"},{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:2465736\",\"name\":\"Matthew Sinclair\"},{\"id\":\"rmp:3156510\",\"name\":\"Shayne Wadle\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor quality varies significantly; some are clear and helpful while others are condescending or lack depth.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Very nice professor, has an accent but if you listen in lecture you're okay. Homeworks are in groups of three and reading the book outside of class is useful. The book isn't particularly helpful though, so sometimes you just have to do your best. No final, just four equally weighted midterms, all very fair. Good class.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2009-11-05 22:24:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"65acf111229b27fe942def62\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MzIzMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"If you do all the work this class is pretty easy. Top 7 of 8 homework assignments make up 30% of your grade, 4 midterms (no final) make up the other 70%. I only did half the h/w assignments, ended up with 76/100 points and got a B. On the course website he posts practice exams and you can find past ones from other professors, study these!!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2010-05-16 13:59:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"058890b0f313e007d6ca0752\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MjEyMzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"},{\"comment\":\"He goes over a ton of tedious examples by hand, which can be helpful if you are struggling with the material, but if you aren't then you will fall asleep. The exams are extremely similar to the exams from previous years that he provides you, so if you study those then you will do totally fine.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2016-12-24 00:54:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"20257cb0b2a21e5f1da07520\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjE1NjY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"},{\"comment\":\"Prof Karu is a really good professor. It's clear that he is passionate about what he teaches and knows how to teach it in a way that most students will understand it. The exams in this course are also super easy if you put in the time to learn the material and do the homeworks because the exams are basically identical to the homeworks!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2021-11-03 03:37:17 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0abd2fb3ac4393f46a61cd3b\",\"instructor_id\":\"rmp:2637168\",\"instructor_name\":\"Karu Sankaralingam\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTgzNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\"},{\"comment\":\"Really good professor who makes things interesting. Personally, really like how the class is structured as its very well paced. The exams are also super nice because they are literally the last two homeworks with different numbers. Lecture slides are also very helpful in reviewing the material.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2024-12-27 08:41:36 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a3ed0b62df4252d1a083e158\",\"instructor_id\":\"rmp:2637168\",\"instructor_name\":\"Karu Sankaralingam\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDQ0NTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\"}],\"evidence_count\":5,\"review_ids\":[\"65acf111229b27fe942def62\",\"058890b0f313e007d6ca0752\",\"20257cb0b2a21e5f1da07520\",\"0abd2fb3ac4393f46a61cd3b\",\"a3ed0b62df4252d1a083e158\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1446496\",\"name\":\"Gurindar Sohi\"},{\"id\":\"rmp:2637168\",\"name\":\"Karu Sankaralingam\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2009\"},\"sentiment\":\"positive\",\"summary\":\"Exams are often similar to homework and past papers, making them manageable if students prepare thoroughly.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"This class helped me understand the basics of computers. He knows his stuff, but makes occasional mistakes and is a horrible scribe on a board. Read the book, do the homework, listen in class, and you should do fine.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2007-11-28 04:15:14 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"06c02495357d249924dd82ca\",\"instructor_id\":\"rmp:407377\",\"instructor_name\":\"Mark Hill\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzExMjg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407377\"},{\"comment\":\"Very nice professor, has an accent but if you listen in lecture you're okay. Homeworks are in groups of three and reading the book outside of class is useful. The book isn't particularly helpful though, so sometimes you just have to do your best. No final, just four equally weighted midterms, all very fair. Good class.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2009-11-05 22:24:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"65acf111229b27fe942def62\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MzIzMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Prof. Lipasti is incredibly knowledgeable. Having him for a class was exceptional and knowing I was taught by one of the field's leaders was phenomenal. He knows how to put things very clearly and his online lectures are amazing. It's a very challenging class; he makes it clear that you must learn to teach yourself material. It's engineering!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2012-01-24 00:39:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"df928dc578926edb0be02a87\",\"instructor_id\":\"rmp:304354\",\"instructor_name\":\"Mikko Lipasti\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NzY0MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\"},{\"comment\":\"She does not seem like the nicest professor out there, but she is helpful in office hours. She knows the materials really well, however I had to put a decent amount of effort to keep up with the course. For a professor in STEM field she has done a pretty good job.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2017-12-19 10:16:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"30ecd8389db94da059375fce\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MjcyNjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"The lectures were hard to survive in person, but they were recorded and posted on canvas which was a win. Overall, he gave all the content necessary to succeed and I believe this class is truly about just diligently learning all the stuff and making sure that you are comfortable with it - some of it can get confusing depending on your background. \",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2025-08-31 02:14:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2d10178a5fab9d13043751e6\",\"instructor_id\":\"rmp:2465736\",\"instructor_name\":\"Matthew Sinclair\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxNjEzMjQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\"}],\"evidence_count\":5,\"review_ids\":[\"06c02495357d249924dd82ca\",\"65acf111229b27fe942def62\",\"df928dc578926edb0be02a87\",\"30ecd8389db94da059375fce\",\"2d10178a5fab9d13043751e6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2465736\",\"name\":\"Matthew Sinclair\"},{\"id\":\"rmp:304354\",\"name\":\"Mikko Lipasti\"},{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"},{\"id\":\"rmp:407377\",\"name\":\"Mark Hill\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is manageable with consistent effort, though some students find the pace fast or the material confusing without prior background.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"They've switched to online lectures with a group wiscel session. She was extremely good at writing the mandatory quizzes that we took each week and at helping out with any questions that we had. Very good at what she had to do for the format. I highly recommend her.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2013-11-13 12:20:20 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"25d77ff091c84b76f3a49701\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMzA3MTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"Michael Morrow is a great professor.  If you are ever at a loss he is very helpful with questions. Online lectures are informative but fast-paced.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2015-11-03 10:58:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d0c327e9a46369bdaa573af0\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1MzMxMTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"He is quite the funny guy, the class is a reverse style lecture, where actual lectures are once a week and the rest of the classes are spent doing Canvas activities which resemble the tests and homework.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2022-09-02 00:30:51 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"fa6c902dbb01c7e6bbfad609\",\"instructor_id\":\"rmp:1727817\",\"instructor_name\":\"Joseph Krachey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2NjI0NTIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1727817\"},{\"comment\":\"Professor Wadle is a decent professor. He cares deeply about the subject and students, but his class is structured poorly. His lecture notes are the worst. He writes around 2-3 words per slide that tell you nothing. He also makes you request lecture recordings instead of giving them up front. The content itself is not too difficult though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-01-11 01:10:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"31ba04dea28e00bc7517873c\",\"instructor_id\":\"rmp:3156510\",\"instructor_name\":\"Shayne Wadle\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\"},{\"comment\":\"Dr. Behroozi explains material clearly and the flipped classroom format worked well for this course. The weekly lectures were organized and easy to follow, and I felt confident in my understanding of the material by the end of the semester.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-05-11 22:01:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"04b34828ce8b3cc767f3d558\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDk3MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"}],\"evidence_count\":5,\"review_ids\":[\"25d77ff091c84b76f3a49701\",\"d0c327e9a46369bdaa573af0\",\"fa6c902dbb01c7e6bbfad609\",\"31ba04dea28e00bc7517873c\",\"04b34828ce8b3cc767f3d558\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1727817\",\"name\":\"Joseph Krachey\"},{\"id\":\"rmp:2827328\",\"name\":\"Setareh Behroozi\"},{\"id\":\"rmp:3156510\",\"name\":\"Shayne Wadle\"},{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"},{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Course structure has shifted between traditional lectures, online formats, and flipped classrooms, with varying levels of support materials.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"88b78754e09722fac53e01e443c060b7b445827cf6936d2494e9ab6232f41f26","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"6ad39a0e7509669627fa551a94c0dd621b60608fc42e435abe685610eef27b8f\",\"course_id\":\"COMPSCI/ECE 252\",\"current_instructors\":[{\"instructor_uid\":\"instructor_07d81221401c0aeb980803c4\",\"message\":\"Summary generation failed\",\"name\":\"Matt Sinclair\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2465736\",\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.51 GPA, 71.1% A/AB (n=211 letter grades); Spring 2024: 3.33 GPA, 68.5% A/AB (n=184 letter grades); Spring 2025: 3.54 GPA, 73.9% A/AB (n=115 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_eb1bb94171f8f5bd7e26165f\",\"message\":\"Summary generation failed\",\"name\":\"Setareh Behroozi\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2827328\",\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.50 GPA, 75.4% A/AB (n=126 letter grades); Spring 2025: 3.44 GPA, 70.1% A/AB (n=87 letter grades); Fall 2025: 3.39 GPA, 71.4% A/AB (n=126 letter grades).\"}]},{\"instructor_uid\":\"instructor_3c20f585497c036ee0ded500\",\"message\":\"Summary generation failed\",\"name\":\"Shayne Wadle\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:3156510\",\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.43 GPA, 66.8% A/AB (n=217 letter grades); Fall 2025: 3.39 GPA, 69.1% A/AB (n=97 letter grades); Spring 2026: 3.47 GPA, 67.6% A/AB (n=139 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_07d81221401c0aeb980803c4\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_eb1bb94171f8f5bd7e26165f\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_3c20f585497c036ee0ded500\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.41 GPA, 69.0% A/AB (n=699 letter grades); Fall 2025: 3.41 GPA, 70.4% A/AB (n=570 letter grades); Spring 2026: 3.40 GPA, 64.3% A/AB (n=589 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"ADIL IBRAHIM is recorded teaching in Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"}],\"text\":\"DAVID A. WOOD is recorded teaching in Spring 2008, Spring 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"ERIC HOFFMAN is recorded teaching in Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"GURINDAR SOHI is recorded teaching in Spring 2010, Fall 2010, Fall 2011, Fall 2012, Spring 2013, Fall 2014, Fall 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"JOSEPH KRACHEY is recorded teaching in Spring 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"KARTHIKEYAN SANKARALINGAM is recorded teaching in Spring 2012, Spring 2014, Fall 2015, Fall 2021, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"KATHERINE MORROW is recorded teaching in Fall 2012, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"MARK D. HILL is recorded teaching in Spring 2007, Fall 2007, Fall 2009, Spring 2013, Fall 2013, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"MATT SINCLAIR is recorded teaching in Fall 2022, Fall 2023, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"MICHAEL MORROW is recorded teaching in Spring 2014, Fall 2014, Fall 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"MIKKO LIPASTI is recorded teaching in Fall 2007, Fall 2008, Fall 2010, Fall 2011, Fall 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SETAREH BEHROOZI is recorded teaching in Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SHAYNE WADLE is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_07d81221401c0aeb980803c4\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"professor\", \"instructor_uid\": \"instructor_eb1bb94171f8f5bd7e26165f\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"professor\", \"instructor_uid\": \"instructor_3c20f585497c036ee0ded500\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"185f0620d34cdd6d49dddfb0a2d09fccf58e0577ad4a15d968ba841f093d7f15","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"185f0620d34cdd6d49dddfb0a2d09fccf58e0577ad4a15d968ba841f093d7f15","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"computer engineering introduction\",\"digital logic design\",\"assembly language programming\",\"Boolean algebra\",\"combinational sequential logic\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors\"}],\"text\":\"Understanding logic components built with transistors\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"rudimentary Boolean algebra\"}],\"text\":\"Applying rudimentary Boolean algebra\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic combinational logic design\"}],\"text\":\"Performing basic combinational logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic synchronous sequential logic design\"}],\"text\":\"Performing basic synchronous sequential logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic computer organization and design\"}],\"text\":\"Understanding basic computer organization and design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\"}],\"text\":\"Introductory machine- and assembly-language programming\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO COMPUTER ENGINEERING\"},{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors, rudimentary Boolean algebra, basic combinational logic design, basic synchronous sequential logic design, basic computer organization and design, introductory machine- and assembly-language programming.\"}],\"text\":\"Introduction to Computer Engineering covers logic components, Boolean algebra, logic design, computer organization, and assembly-language programming.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors\"}],\"text\":\"Logic components and transistors\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"rudimentary Boolean algebra\"}],\"text\":\"Boolean algebra\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic combinational logic design\"}],\"text\":\"Combinational logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic synchronous sequential logic design\"}],\"text\":\"Synchronous sequential logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic computer organization and design\"}],\"text\":\"Computer organization and design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\"}],\"text\":\"Machine- and assembly-language programming\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"185f0620d34cdd6d49dddfb0a2d09fccf58e0577ad4a15d968ba841f093d7f15","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This professor teaches as though the entire class has had prior programming experience when it is clearly and introductory course. Although  the topics covered aren't that hard to grasp, it is still a pain having to keep up with someone who plows through the material without solid explanations. Not the greatest teacher, but manageable.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2012-05-23 08:29:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f2d89b62293d270cfdfd468\",\"instructor_id\":\"rmp:1507230\",\"instructor_name\":\"Karthikeyan Sankaralingam\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIwMzMzODI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1507230\"},{\"comment\":\"He is often degrading to students or mocks you for wanting to review the exam questions. Beware of the exams, as they only have 45 minutes for 38 questions. Some of the exams have programming questions too. He is not helpful in class, either.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2020-07-31 14:49:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bfd50e3d132d7e779b834e43\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNTQ5MDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"During lecture he seems kind and considerate, but the second that the lecture ends, his attitude changes drastically. If students ask him questions or inquires about anything at all, he becomes condescending and unforgiving. Be aware that he also make homeworks due at 10PM and exams due at 8PM instead of 11:59PM. They will not allow anything later.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2024-02-24 21:56:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"dfca0d604b5aa84f3a3528c9\",\"instructor_id\":\"rmp:2465736\",\"instructor_name\":\"Matthew Sinclair\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4OTk4MzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\"},{\"comment\":\"Condescending teacher with a very antiquated way of lecturing, just filling in an outline. Often skips questions if she believes we should \\\"already know\\\" certain material, and has no lecture slides to review after class. No review material is posted, but homeworks have most of the test material. Class is not hard if you go to every lecture though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2025-05-04 20:46:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3cc57c1df5a299bca7829cd\",\"instructor_id\":\"rmp:177726\",\"instructor_name\":\"Debra (Deb) Deppeler\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTUzNjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/177726\"},{\"comment\":\"Professor Wadle is a decent professor. He cares deeply about the subject and students, but his class is structured poorly. His lecture notes are the worst. He writes around 2-3 words per slide that tell you nothing. He also makes you request lecture recordings instead of giving them up front. The content itself is not too difficult though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-01-11 01:10:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"31ba04dea28e00bc7517873c\",\"instructor_id\":\"rmp:3156510\",\"instructor_name\":\"Shayne Wadle\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\"},{\"comment\":\"If you want to succeed in this class get ready to turn off your brain! Lectures are not helpful at all and to succeed all you need is good pattern recognition instead of learning the actual information. Homeworks are the only basis for actual learning, it felt more like an online course than an in person one. \",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-05-03 21:28:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4c2bfecdc001319541b23ee4\",\"instructor_id\":\"rmp:3156510\",\"instructor_name\":\"Shayne Wadle\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDExNjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\"}],\"evidence_count\":6,\"review_ids\":[\"0f2d89b62293d270cfdfd468\",\"bfd50e3d132d7e779b834e43\",\"dfca0d604b5aa84f3a3528c9\",\"d3cc57c1df5a299bca7829cd\",\"31ba04dea28e00bc7517873c\",\"4c2bfecdc001319541b23ee4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1507230\",\"name\":\"Karthikeyan Sankaralingam\"},{\"id\":\"rmp:177726\",\"name\":\"Debra (Deb) Deppeler\"},{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:2465736\",\"name\":\"Matthew Sinclair\"},{\"id\":\"rmp:3156510\",\"name\":\"Shayne Wadle\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor quality varies significantly; some are clear and helpful while others are condescending or lack depth.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Very nice professor, has an accent but if you listen in lecture you're okay. Homeworks are in groups of three and reading the book outside of class is useful. The book isn't particularly helpful though, so sometimes you just have to do your best. No final, just four equally weighted midterms, all very fair. Good class.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2009-11-05 22:24:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"65acf111229b27fe942def62\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MzIzMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"If you do all the work this class is pretty easy. Top 7 of 8 homework assignments make up 30% of your grade, 4 midterms (no final) make up the other 70%. I only did half the h/w assignments, ended up with 76/100 points and got a B. On the course website he posts practice exams and you can find past ones from other professors, study these!!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2010-05-16 13:59:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"058890b0f313e007d6ca0752\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MjEyMzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"},{\"comment\":\"He goes over a ton of tedious examples by hand, which can be helpful if you are struggling with the material, but if you aren't then you will fall asleep. The exams are extremely similar to the exams from previous years that he provides you, so if you study those then you will do totally fine.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2016-12-24 00:54:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"20257cb0b2a21e5f1da07520\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjE1NjY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"},{\"comment\":\"Prof Karu is a really good professor. It's clear that he is passionate about what he teaches and knows how to teach it in a way that most students will understand it. The exams in this course are also super easy if you put in the time to learn the material and do the homeworks because the exams are basically identical to the homeworks!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2021-11-03 03:37:17 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0abd2fb3ac4393f46a61cd3b\",\"instructor_id\":\"rmp:2637168\",\"instructor_name\":\"Karu Sankaralingam\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTgzNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\"},{\"comment\":\"Really good professor who makes things interesting. Personally, really like how the class is structured as its very well paced. The exams are also super nice because they are literally the last two homeworks with different numbers. Lecture slides are also very helpful in reviewing the material.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2024-12-27 08:41:36 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a3ed0b62df4252d1a083e158\",\"instructor_id\":\"rmp:2637168\",\"instructor_name\":\"Karu Sankaralingam\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDQ0NTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\"}],\"evidence_count\":5,\"review_ids\":[\"65acf111229b27fe942def62\",\"058890b0f313e007d6ca0752\",\"20257cb0b2a21e5f1da07520\",\"0abd2fb3ac4393f46a61cd3b\",\"a3ed0b62df4252d1a083e158\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1446496\",\"name\":\"Gurindar Sohi\"},{\"id\":\"rmp:2637168\",\"name\":\"Karu Sankaralingam\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2009\"},\"sentiment\":\"positive\",\"summary\":\"Exams are often similar to homework and past papers, making them manageable if students prepare thoroughly.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"This class helped me understand the basics of computers. He knows his stuff, but makes occasional mistakes and is a horrible scribe on a board. Read the book, do the homework, listen in class, and you should do fine.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2007-11-28 04:15:14 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"06c02495357d249924dd82ca\",\"instructor_id\":\"rmp:407377\",\"instructor_name\":\"Mark Hill\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzExMjg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407377\"},{\"comment\":\"Very nice professor, has an accent but if you listen in lecture you're okay. Homeworks are in groups of three and reading the book outside of class is useful. The book isn't particularly helpful though, so sometimes you just have to do your best. No final, just four equally weighted midterms, all very fair. Good class.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2009-11-05 22:24:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"65acf111229b27fe942def62\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MzIzMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Prof. Lipasti is incredibly knowledgeable. Having him for a class was exceptional and knowing I was taught by one of the field's leaders was phenomenal. He knows how to put things very clearly and his online lectures are amazing. It's a very challenging class; he makes it clear that you must learn to teach yourself material. It's engineering!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2012-01-24 00:39:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"df928dc578926edb0be02a87\",\"instructor_id\":\"rmp:304354\",\"instructor_name\":\"Mikko Lipasti\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NzY0MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\"},{\"comment\":\"She does not seem like the nicest professor out there, but she is helpful in office hours. She knows the materials really well, however I had to put a decent amount of effort to keep up with the course. For a professor in STEM field she has done a pretty good job.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2017-12-19 10:16:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"30ecd8389db94da059375fce\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MjcyNjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"The lectures were hard to survive in person, but they were recorded and posted on canvas which was a win. Overall, he gave all the content necessary to succeed and I believe this class is truly about just diligently learning all the stuff and making sure that you are comfortable with it - some of it can get confusing depending on your background. \",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2025-08-31 02:14:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2d10178a5fab9d13043751e6\",\"instructor_id\":\"rmp:2465736\",\"instructor_name\":\"Matthew Sinclair\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxNjEzMjQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\"}],\"evidence_count\":5,\"review_ids\":[\"06c02495357d249924dd82ca\",\"65acf111229b27fe942def62\",\"df928dc578926edb0be02a87\",\"30ecd8389db94da059375fce\",\"2d10178a5fab9d13043751e6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2465736\",\"name\":\"Matthew Sinclair\"},{\"id\":\"rmp:304354\",\"name\":\"Mikko Lipasti\"},{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"},{\"id\":\"rmp:407377\",\"name\":\"Mark Hill\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is manageable with consistent effort, though some students find the pace fast or the material confusing without prior background.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"They've switched to online lectures with a group wiscel session. She was extremely good at writing the mandatory quizzes that we took each week and at helping out with any questions that we had. Very good at what she had to do for the format. I highly recommend her.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2013-11-13 12:20:20 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"25d77ff091c84b76f3a49701\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMzA3MTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"Michael Morrow is a great professor.  If you are ever at a loss he is very helpful with questions. Online lectures are informative but fast-paced.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2015-11-03 10:58:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d0c327e9a46369bdaa573af0\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1MzMxMTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"He is quite the funny guy, the class is a reverse style lecture, where actual lectures are once a week and the rest of the classes are spent doing Canvas activities which resemble the tests and homework.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2022-09-02 00:30:51 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"fa6c902dbb01c7e6bbfad609\",\"instructor_id\":\"rmp:1727817\",\"instructor_name\":\"Joseph Krachey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2NjI0NTIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1727817\"},{\"comment\":\"Professor Wadle is a decent professor. He cares deeply about the subject and students, but his class is structured poorly. His lecture notes are the worst. He writes around 2-3 words per slide that tell you nothing. He also makes you request lecture recordings instead of giving them up front. The content itself is not too difficult though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-01-11 01:10:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"31ba04dea28e00bc7517873c\",\"instructor_id\":\"rmp:3156510\",\"instructor_name\":\"Shayne Wadle\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\"},{\"comment\":\"Dr. Behroozi explains material clearly and the flipped classroom format worked well for this course. The weekly lectures were organized and easy to follow, and I felt confident in my understanding of the material by the end of the semester.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-05-11 22:01:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"04b34828ce8b3cc767f3d558\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDk3MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"}],\"evidence_count\":5,\"review_ids\":[\"25d77ff091c84b76f3a49701\",\"d0c327e9a46369bdaa573af0\",\"fa6c902dbb01c7e6bbfad609\",\"31ba04dea28e00bc7517873c\",\"04b34828ce8b3cc767f3d558\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1727817\",\"name\":\"Joseph Krachey\"},{\"id\":\"rmp:2827328\",\"name\":\"Setareh Behroozi\"},{\"id\":\"rmp:3156510\",\"name\":\"Shayne Wadle\"},{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"},{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Course structure has shifted between traditional lectures, online formats, and flipped classrooms, with varying levels of support materials.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"185f0620d34cdd6d49dddfb0a2d09fccf58e0577ad4a15d968ba841f093d7f15","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"6ad39a0e7509669627fa551a94c0dd621b60608fc42e435abe685610eef27b8f\",\"course_id\":\"COMPSCI/ECE 252\",\"current_instructors\":[{\"instructor_uid\":\"instructor_07d81221401c0aeb980803c4\",\"message\":null,\"name\":\"Matt Sinclair\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2465736\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-02-24 21:56:20 +0000 UTC\",\"review_id\":\"dfca0d604b5aa84f3a3528c9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM4OTk4MzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-03-06 00:50:26 +0000 UTC\",\"review_id\":\"20c3e50679911f45c9d6e5bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5MDI2OTE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-05-30 00:53:29 +0000 UTC\",\"review_id\":\"f85c3004a7572998f60b0f88\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5NTM0NjA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-05-31 22:21:39 +0000 UTC\",\"review_id\":\"9febcebf0e7060318eab57d3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5NTQwMjE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"}],\"text\":\"Matt Sinclair receives criticism for a condescending tone and frustration when students ask questions or seek clarification via email. Reviewers describe his lectures as monotonous and discouraging, noting that his attitude shifts negatively outside of class interactions.\"},{\"citations\":[{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-05-27 06:42:03 +0000 UTC\",\"review_id\":\"264af2abb4f7bb87dc9eeed0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5NTI1MDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2025-05-16 19:16:20 +0000 UTC\",\"review_id\":\"b48c355092b97d06a290f199\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTQxMzA1NTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"}],\"text\":\"Other reviewers praise Sinclair for his clear slides, helpful office hours, and rapid Piazza responses. They highlight his ability to explain concepts well and provide necessary materials, contrasting sharply with the negative interpersonal feedback.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.51 GPA, 71.1% A/AB (n=211 letter grades); Spring 2024: 3.33 GPA, 68.5% A/AB (n=184 letter grades); Spring 2025: 3.54 GPA, 73.9% A/AB (n=115 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_eb1bb94171f8f5bd7e26165f\",\"message\":null,\"name\":\"Setareh Behroozi\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2827328\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2022-11-22 23:36:02 +0000 UTC\",\"review_id\":\"0e054948729b97a13bd34a78\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM2ODgzMTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-04-05 16:49:09 +0000 UTC\",\"review_id\":\"468ad591f667467afbe2332c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM3NTg1MDIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-11-08 04:12:52 +0000 UTC\",\"review_id\":\"fb92ab3d71023d804353aa43\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM4MzU2MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-12-23 19:53:59 +0000 UTC\",\"review_id\":\"bf1279fef8fded6309773098\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM4Nzg0Nzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-10-30 20:47:45 +0000 UTC\",\"review_id\":\"b9cd0664b39e49e9d465f05e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM5ODczNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2025-03-06 22:41:01 +0000 UTC\",\"review_id\":\"f725b57790d33bca9ad6789f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwNzQ0MjU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-05-11 22:01:36 +0000 UTC\",\"review_id\":\"04b34828ce8b3cc767f3d558\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQzMDk3MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"text\":\"Reviewers describe Setareh Behroozi as caring and knowledgeable, noting she explains material clearly during weekly discussions. They highlight her availability during office hours and her provision of resources to help students navigate the course content.\"},{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-12-17 18:30:11 +0000 UTC\",\"review_id\":\"8afeec163bf7455c2bf13cdd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMzQ2ODcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"text\":\"One reviewer reports that Behroozi is hard to reach outside of class and provides non-answers to grading questions. This reviewer notes that grading is largely handled by others, which limits her direct helpfulness despite her in-class clarity.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.50 GPA, 75.4% A/AB (n=126 letter grades); Spring 2025: 3.44 GPA, 70.1% A/AB (n=87 letter grades); Fall 2025: 3.39 GPA, 71.4% A/AB (n=126 letter grades).\"}]},{\"instructor_uid\":\"instructor_3c20f585497c036ee0ded500\",\"message\":null,\"name\":\"Shayne Wadle\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:3156510\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-01-18 05:41:27 +0000 UTC\",\"review_id\":\"5e2c901554eb200c85b9206b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNTE1ODIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-04-07 17:41:21 +0000 UTC\",\"review_id\":\"cd495bc34e31990dd7aa0835\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNzkyMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-04-26 18:12:24 +0000 UTC\",\"review_id\":\"b2f3ade8810240a42d9c2e39\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyOTM1ODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"}],\"text\":\"Shayne Wadle is praised for explaining concepts well, caring about student understanding, and providing helpful office hours and responsive lectures. Reviewers note he is transparent about test content and finishes class early for questions.\"},{\"citations\":[{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-01-11 01:10:16 +0000 UTC\",\"review_id\":\"31ba04dea28e00bc7517873c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-03-20 20:52:29 +0000 UTC\",\"review_id\":\"a33a05fa2b8a4221005a110f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNzE5OTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-05-03 21:22:11 +0000 UTC\",\"review_id\":\"9af6621f08c3899567e17f01\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQzMDExNjE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-05-03 21:28:08 +0000 UTC\",\"review_id\":\"4c2bfecdc001319541b23ee4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQzMDExNjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"}],\"text\":\"Other reviewers criticize the course structure, citing confusing slides, minimal problem-solving in lectures, and a requirement to self-learn material. They report that lectures are often unhelpful and that success relies heavily on homework and pattern recognition rather than lecture content.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.43 GPA, 66.8% A/AB (n=217 letter grades); Fall 2025: 3.39 GPA, 69.1% A/AB (n=97 letter grades); Spring 2026: 3.47 GPA, 67.6% A/AB (n=139 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-02-24 21:56:20 +0000 UTC\",\"review_id\":\"dfca0d604b5aa84f3a3528c9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM4OTk4MzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-03-06 00:50:26 +0000 UTC\",\"review_id\":\"20c3e50679911f45c9d6e5bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5MDI2OTE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-05-12 20:42:07 +0000 UTC\",\"review_id\":\"e65c5481a92a66f7547f6564\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5NDQ0NzY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-05-30 00:53:29 +0000 UTC\",\"review_id\":\"f85c3004a7572998f60b0f88\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5NTM0NjA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2025-05-16 19:16:20 +0000 UTC\",\"review_id\":\"b48c355092b97d06a290f199\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTQxMzA1NTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2025-08-31 02:14:25 +0000 UTC\",\"review_id\":\"2d10178a5fab9d13043751e6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTQxNjEzMjQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-01-11 01:10:16 +0000 UTC\",\"review_id\":\"31ba04dea28e00bc7517873c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-03-20 20:52:29 +0000 UTC\",\"review_id\":\"a33a05fa2b8a4221005a110f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNzE5OTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-05-03 21:22:11 +0000 UTC\",\"review_id\":\"9af6621f08c3899567e17f01\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQzMDExNjE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-05-03 21:28:08 +0000 UTC\",\"review_id\":\"4c2bfecdc001319541b23ee4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQzMDExNjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"}],\"text\":\"Sinclair enforces strict deadlines and requires diligent self-study. Wadle’s lectures are criticized as unhelpful or confusing, requiring heavy independent work.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Mark Hill\",\"review_date\":\"2024-05-29 19:20:11 +0000 UTC\",\"review_id\":\"b215085af53ee92bc8bfbc63\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:407377\",\"source_review_id\":\"UmF0aW5nLTM5NTMzNTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407377\",\"type\":\"review\"},{\"instructor_name\":\"Karu Sankaralingam\",\"review_date\":\"2024-12-27 08:41:36 +0000 UTC\",\"review_id\":\"a3ed0b62df4252d1a083e158\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2637168\",\"source_review_id\":\"UmF0aW5nLTQwNDQ0NTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\",\"type\":\"review\"},{\"instructor_name\":\"Parmesh Ramanathan\",\"review_date\":\"2026-08-05 21:40:13 +0000 UTC\",\"review_id\":\"8f2e65a6f964013511977900\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:869246\",\"source_review_id\":\"UmF0aW5nLTQzMzQ4MjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\",\"type\":\"review\"}],\"text\":\"Matt Sinclair, Setareh Behroozi, and Shayne Wadle have no specific review evidence in this dataset. Historical reviews for Karu Sankaralingam highlight clear explanations and interesting pacing, while Parmesh Ramanathan is noted for caring about learning and accepting late work.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2022-11-22 23:36:02 +0000 UTC\",\"review_id\":\"0e054948729b97a13bd34a78\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM2ODgzMTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-04-05 16:49:09 +0000 UTC\",\"review_id\":\"468ad591f667467afbe2332c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM3NTg1MDIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-11-08 04:12:52 +0000 UTC\",\"review_id\":\"fb92ab3d71023d804353aa43\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM4MzU2MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-12-23 19:53:59 +0000 UTC\",\"review_id\":\"bf1279fef8fded6309773098\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM4Nzg0Nzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-05-27 06:42:03 +0000 UTC\",\"review_id\":\"264af2abb4f7bb87dc9eeed0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5NTI1MDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-05-30 00:53:29 +0000 UTC\",\"review_id\":\"f85c3004a7572998f60b0f88\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5NTM0NjA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-12-17 18:30:11 +0000 UTC\",\"review_id\":\"8afeec163bf7455c2bf13cdd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMzQ2ODcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-01-11 01:10:16 +0000 UTC\",\"review_id\":\"31ba04dea28e00bc7517873c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-04-07 17:41:21 +0000 UTC\",\"review_id\":\"cd495bc34e31990dd7aa0835\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNzkyMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-05-11 22:01:36 +0000 UTC\",\"review_id\":\"04b34828ce8b3cc767f3d558\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQzMDk3MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"text\":\"Setareh Behroozi is praised for clear explanations and helpful office hours, though one reviewer notes she is hard to reach outside class. Matt Sinclair and Shayne Wadle receive polarized feedback regarding lecture clarity and responsiveness.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.41 GPA, 69.0% A/AB (n=699 letter grades); Fall 2025: 3.41 GPA, 70.4% A/AB (n=570 letter grades); Spring 2026: 3.40 GPA, 64.3% A/AB (n=589 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2022-11-22 23:36:02 +0000 UTC\",\"review_id\":\"0e054948729b97a13bd34a78\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM2ODgzMTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-04-05 16:49:09 +0000 UTC\",\"review_id\":\"468ad591f667467afbe2332c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM3NTg1MDIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-11-08 04:12:52 +0000 UTC\",\"review_id\":\"fb92ab3d71023d804353aa43\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM4MzU2MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-12-23 19:53:59 +0000 UTC\",\"review_id\":\"bf1279fef8fded6309773098\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM4Nzg0Nzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-05-27 06:42:03 +0000 UTC\",\"review_id\":\"264af2abb4f7bb87dc9eeed0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5NTI1MDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-05-30 00:53:29 +0000 UTC\",\"review_id\":\"f85c3004a7572998f60b0f88\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5NTM0NjA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2025-03-06 22:41:01 +0000 UTC\",\"review_id\":\"f725b57790d33bca9ad6789f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwNzQ0MjU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2025-05-16 19:16:20 +0000 UTC\",\"review_id\":\"b48c355092b97d06a290f199\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTQxMzA1NTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-01-18 05:41:27 +0000 UTC\",\"review_id\":\"5e2c901554eb200c85b9206b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNTE1ODIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-04-26 18:12:24 +0000 UTC\",\"review_id\":\"b2f3ade8810240a42d9c2e39\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyOTM1ODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"}],\"text\":\"Behroozi and Wadle are praised for clarity and support. Sinclair's Piazza responsiveness is appreciated, though some reviewers find his tone condescending. Homeworks are noted to closely mirror exams.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"ADIL IBRAHIM is recorded teaching in Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"}],\"text\":\"DAVID A. WOOD is recorded teaching in Spring 2008, Spring 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"ERIC HOFFMAN is recorded teaching in Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"GURINDAR SOHI is recorded teaching in Spring 2010, Fall 2010, Fall 2011, Fall 2012, Spring 2013, Fall 2014, Fall 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"JOSEPH KRACHEY is recorded teaching in Spring 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"KARTHIKEYAN SANKARALINGAM is recorded teaching in Spring 2012, Spring 2014, Fall 2015, Fall 2021, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"KATHERINE MORROW is recorded teaching in Fall 2012, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"MARK D. HILL is recorded teaching in Spring 2007, Fall 2007, Fall 2009, Spring 2013, Fall 2013, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"MATT SINCLAIR is recorded teaching in Fall 2022, Fall 2023, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"MICHAEL MORROW is recorded teaching in Spring 2014, Fall 2014, Fall 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"MIKKO LIPASTI is recorded teaching in Fall 2007, Fall 2008, Fall 2010, Fall 2011, Fall 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SETAREH BEHROOZI is recorded teaching in Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SHAYNE WADLE is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"2e6b8b5fbb29ae4bc08f071ca813142b7cbcd41ebde95cba488435cd93bb87b6","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"2e6b8b5fbb29ae4bc08f071ca813142b7cbcd41ebde95cba488435cd93bb87b6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"computer engineering introduction\",\"digital logic design\",\"assembly language programming\",\"Boolean algebra\",\"combinational sequential logic\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors\"}],\"text\":\"Understanding logic components built with transistors\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"rudimentary Boolean algebra\"}],\"text\":\"Applying rudimentary Boolean algebra\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic combinational logic design\"}],\"text\":\"Performing basic combinational logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic synchronous sequential logic design\"}],\"text\":\"Performing basic synchronous sequential logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic computer organization and design\"}],\"text\":\"Understanding basic computer organization and design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\"}],\"text\":\"Introductory machine- and assembly-language programming\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO COMPUTER ENGINEERING\"},{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors, rudimentary Boolean algebra, basic combinational logic design, basic synchronous sequential logic design, basic computer organization and design, introductory machine- and assembly-language programming.\"}],\"text\":\"Introduction to Computer Engineering covers logic components, Boolean algebra, logic design, computer organization, and assembly-language programming.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"Logic components built with transistors\"}],\"text\":\"Logic components and transistors\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"rudimentary Boolean algebra\"}],\"text\":\"Boolean algebra\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic combinational logic design\"}],\"text\":\"Combinational logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic synchronous sequential logic design\"}],\"text\":\"Synchronous sequential logic design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"basic computer organization and design\"}],\"text\":\"Computer organization and design\"},{\"evidence\":[{\"course_id\":\"COMPSCI/ECE 252\",\"field\":\"description\",\"quote\":\"introductory machine- and assembly-language programming\"}],\"text\":\"Machine- and assembly-language programming\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"2e6b8b5fbb29ae4bc08f071ca813142b7cbcd41ebde95cba488435cd93bb87b6","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This professor teaches as though the entire class has had prior programming experience when it is clearly and introductory course. Although  the topics covered aren't that hard to grasp, it is still a pain having to keep up with someone who plows through the material without solid explanations. Not the greatest teacher, but manageable.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2012-05-23 08:29:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f2d89b62293d270cfdfd468\",\"instructor_id\":\"rmp:1507230\",\"instructor_name\":\"Karthikeyan Sankaralingam\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIwMzMzODI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1507230\"},{\"comment\":\"He is often degrading to students or mocks you for wanting to review the exam questions. Beware of the exams, as they only have 45 minutes for 38 questions. Some of the exams have programming questions too. He is not helpful in class, either.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2020-07-31 14:49:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bfd50e3d132d7e779b834e43\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzNTQ5MDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"During lecture he seems kind and considerate, but the second that the lecture ends, his attitude changes drastically. If students ask him questions or inquires about anything at all, he becomes condescending and unforgiving. Be aware that he also make homeworks due at 10PM and exams due at 8PM instead of 11:59PM. They will not allow anything later.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2024-02-24 21:56:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"dfca0d604b5aa84f3a3528c9\",\"instructor_id\":\"rmp:2465736\",\"instructor_name\":\"Matthew Sinclair\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM4OTk4MzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\"},{\"comment\":\"Condescending teacher with a very antiquated way of lecturing, just filling in an outline. Often skips questions if she believes we should \\\"already know\\\" certain material, and has no lecture slides to review after class. No review material is posted, but homeworks have most of the test material. Class is not hard if you go to every lecture though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2025-05-04 20:46:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d3cc57c1df5a299bca7829cd\",\"instructor_id\":\"rmp:177726\",\"instructor_name\":\"Debra (Deb) Deppeler\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxMTUzNjg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/177726\"},{\"comment\":\"Professor Wadle is a decent professor. He cares deeply about the subject and students, but his class is structured poorly. His lecture notes are the worst. He writes around 2-3 words per slide that tell you nothing. He also makes you request lecture recordings instead of giving them up front. The content itself is not too difficult though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-01-11 01:10:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"31ba04dea28e00bc7517873c\",\"instructor_id\":\"rmp:3156510\",\"instructor_name\":\"Shayne Wadle\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\"},{\"comment\":\"If you want to succeed in this class get ready to turn off your brain! Lectures are not helpful at all and to succeed all you need is good pattern recognition instead of learning the actual information. Homeworks are the only basis for actual learning, it felt more like an online course than an in person one. \",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-05-03 21:28:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4c2bfecdc001319541b23ee4\",\"instructor_id\":\"rmp:3156510\",\"instructor_name\":\"Shayne Wadle\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDExNjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\"}],\"evidence_count\":6,\"review_ids\":[\"0f2d89b62293d270cfdfd468\",\"bfd50e3d132d7e779b834e43\",\"dfca0d604b5aa84f3a3528c9\",\"d3cc57c1df5a299bca7829cd\",\"31ba04dea28e00bc7517873c\",\"4c2bfecdc001319541b23ee4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1507230\",\"name\":\"Karthikeyan Sankaralingam\"},{\"id\":\"rmp:177726\",\"name\":\"Debra (Deb) Deppeler\"},{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"},{\"id\":\"rmp:2465736\",\"name\":\"Matthew Sinclair\"},{\"id\":\"rmp:3156510\",\"name\":\"Shayne Wadle\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor quality varies significantly; some are clear and helpful while others are condescending or lack depth.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Very nice professor, has an accent but if you listen in lecture you're okay. Homeworks are in groups of three and reading the book outside of class is useful. The book isn't particularly helpful though, so sometimes you just have to do your best. No final, just four equally weighted midterms, all very fair. Good class.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2009-11-05 22:24:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"65acf111229b27fe942def62\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MzIzMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"If you do all the work this class is pretty easy. Top 7 of 8 homework assignments make up 30% of your grade, 4 midterms (no final) make up the other 70%. I only did half the h/w assignments, ended up with 76/100 points and got a B. On the course website he posts practice exams and you can find past ones from other professors, study these!!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2010-05-16 13:59:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"058890b0f313e007d6ca0752\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MjEyMzI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"},{\"comment\":\"He goes over a ton of tedious examples by hand, which can be helpful if you are struggling with the material, but if you aren't then you will fall asleep. The exams are extremely similar to the exams from previous years that he provides you, so if you study those then you will do totally fine.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2016-12-24 00:54:50 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"20257cb0b2a21e5f1da07520\",\"instructor_id\":\"rmp:1446496\",\"instructor_name\":\"Gurindar Sohi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjE1NjY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1446496\"},{\"comment\":\"Prof Karu is a really good professor. It's clear that he is passionate about what he teaches and knows how to teach it in a way that most students will understand it. The exams in this course are also super easy if you put in the time to learn the material and do the homeworks because the exams are basically identical to the homeworks!!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2021-11-03 03:37:17 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0abd2fb3ac4393f46a61cd3b\",\"instructor_id\":\"rmp:2637168\",\"instructor_name\":\"Karu Sankaralingam\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1MTgzNTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\"},{\"comment\":\"Really good professor who makes things interesting. Personally, really like how the class is structured as its very well paced. The exams are also super nice because they are literally the last two homeworks with different numbers. Lecture slides are also very helpful in reviewing the material.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2024-12-27 08:41:36 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a3ed0b62df4252d1a083e158\",\"instructor_id\":\"rmp:2637168\",\"instructor_name\":\"Karu Sankaralingam\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQwNDQ0NTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\"}],\"evidence_count\":5,\"review_ids\":[\"65acf111229b27fe942def62\",\"058890b0f313e007d6ca0752\",\"20257cb0b2a21e5f1da07520\",\"0abd2fb3ac4393f46a61cd3b\",\"a3ed0b62df4252d1a083e158\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1446496\",\"name\":\"Gurindar Sohi\"},{\"id\":\"rmp:2637168\",\"name\":\"Karu Sankaralingam\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2009\"},\"sentiment\":\"positive\",\"summary\":\"Exams are often similar to homework and past papers, making them manageable if students prepare thoroughly.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"This class helped me understand the basics of computers. He knows his stuff, but makes occasional mistakes and is a horrible scribe on a board. Read the book, do the homework, listen in class, and you should do fine.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2007-11-28 04:15:14 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"06c02495357d249924dd82ca\",\"instructor_id\":\"rmp:407377\",\"instructor_name\":\"Mark Hill\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTEzNzExMjg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407377\"},{\"comment\":\"Very nice professor, has an accent but if you listen in lecture you're okay. Homeworks are in groups of three and reading the book outside of class is useful. The book isn't particularly helpful though, so sometimes you just have to do your best. No final, just four equally weighted midterms, all very fair. Good class.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2009-11-05 22:24:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"65acf111229b27fe942def62\",\"instructor_id\":\"rmp:869246\",\"instructor_name\":\"Parmesh Ramanathan\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE2MzIzMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\"},{\"comment\":\"Prof. Lipasti is incredibly knowledgeable. Having him for a class was exceptional and knowing I was taught by one of the field's leaders was phenomenal. He knows how to put things very clearly and his online lectures are amazing. It's a very challenging class; he makes it clear that you must learn to teach yourself material. It's engineering!\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2012-01-24 00:39:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"df928dc578926edb0be02a87\",\"instructor_id\":\"rmp:304354\",\"instructor_name\":\"Mikko Lipasti\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NzY0MDQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\"},{\"comment\":\"She does not seem like the nicest professor out there, but she is helpful in office hours. She knows the materials really well, however I had to put a decent amount of effort to keep up with the course. For a professor in STEM field she has done a pretty good job.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2017-12-19 10:16:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"30ecd8389db94da059375fce\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MjcyNjAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"The lectures were hard to survive in person, but they were recorded and posted on canvas which was a win. Overall, he gave all the content necessary to succeed and I believe this class is truly about just diligently learning all the stuff and making sure that you are comfortable with it - some of it can get confusing depending on your background. \",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2025-08-31 02:14:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2d10178a5fab9d13043751e6\",\"instructor_id\":\"rmp:2465736\",\"instructor_name\":\"Matthew Sinclair\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxNjEzMjQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\"}],\"evidence_count\":5,\"review_ids\":[\"06c02495357d249924dd82ca\",\"65acf111229b27fe942def62\",\"df928dc578926edb0be02a87\",\"30ecd8389db94da059375fce\",\"2d10178a5fab9d13043751e6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2465736\",\"name\":\"Matthew Sinclair\"},{\"id\":\"rmp:304354\",\"name\":\"Mikko Lipasti\"},{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"},{\"id\":\"rmp:407377\",\"name\":\"Mark Hill\"},{\"id\":\"rmp:869246\",\"name\":\"Parmesh Ramanathan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is manageable with consistent effort, though some students find the pace fast or the material confusing without prior background.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"They've switched to online lectures with a group wiscel session. She was extremely good at writing the mandatory quizzes that we took each week and at helping out with any questions that we had. Very good at what she had to do for the format. I highly recommend her.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2013-11-13 12:20:20 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"25d77ff091c84b76f3a49701\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMzA3MTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"Michael Morrow is a great professor.  If you are ever at a loss he is very helpful with questions. Online lectures are informative but fast-paced.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2015-11-03 10:58:57 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d0c327e9a46369bdaa573af0\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1MzMxMTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"He is quite the funny guy, the class is a reverse style lecture, where actual lectures are once a week and the rest of the classes are spent doing Canvas activities which resemble the tests and homework.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2022-09-02 00:30:51 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"fa6c902dbb01c7e6bbfad609\",\"instructor_id\":\"rmp:1727817\",\"instructor_name\":\"Joseph Krachey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2NjI0NTIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1727817\"},{\"comment\":\"Professor Wadle is a decent professor. He cares deeply about the subject and students, but his class is structured poorly. His lecture notes are the worst. He writes around 2-3 words per slide that tell you nothing. He also makes you request lecture recordings instead of giving them up front. The content itself is not too difficult though.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-01-11 01:10:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"31ba04dea28e00bc7517873c\",\"instructor_id\":\"rmp:3156510\",\"instructor_name\":\"Shayne Wadle\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\"},{\"comment\":\"Dr. Behroozi explains material clearly and the flipped classroom format worked well for this course. The weekly lectures were organized and easy to follow, and I felt confident in my understanding of the material by the end of the semester.\",\"course_id\":\"COMPSCI/ECE 252\",\"date\":\"2026-05-11 22:01:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"04b34828ce8b3cc767f3d558\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDk3MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"}],\"evidence_count\":5,\"review_ids\":[\"25d77ff091c84b76f3a49701\",\"d0c327e9a46369bdaa573af0\",\"fa6c902dbb01c7e6bbfad609\",\"31ba04dea28e00bc7517873c\",\"04b34828ce8b3cc767f3d558\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1727817\",\"name\":\"Joseph Krachey\"},{\"id\":\"rmp:2827328\",\"name\":\"Setareh Behroozi\"},{\"id\":\"rmp:3156510\",\"name\":\"Shayne Wadle\"},{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"},{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Course structure has shifted between traditional lectures, online formats, and flipped classrooms, with varying levels of support materials.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9eb7166a49d161bca95d729f","course_id":"COMPSCI/ECE 252","catalog_version_id":"6f44a1950abae05f4b3b016d3622dc458468f631146fa1ecee091778f7f96069","record_version_id":"ac363f7a716a227b9da58a89bb8101807b003417a83a90f2e2552e1153c5e116","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"2e6b8b5fbb29ae4bc08f071ca813142b7cbcd41ebde95cba488435cd93bb87b6","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"6ad39a0e7509669627fa551a94c0dd621b60608fc42e435abe685610eef27b8f\",\"course_id\":\"COMPSCI/ECE 252\",\"current_instructors\":[{\"instructor_uid\":\"instructor_07d81221401c0aeb980803c4\",\"message\":null,\"name\":\"Matt Sinclair\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2465736\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-02-24 21:56:20 +0000 UTC\",\"review_id\":\"dfca0d604b5aa84f3a3528c9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM4OTk4MzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-03-06 00:50:26 +0000 UTC\",\"review_id\":\"20c3e50679911f45c9d6e5bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5MDI2OTE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-05-30 00:53:29 +0000 UTC\",\"review_id\":\"f85c3004a7572998f60b0f88\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5NTM0NjA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-05-31 22:21:39 +0000 UTC\",\"review_id\":\"9febcebf0e7060318eab57d3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5NTQwMjE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"}],\"text\":\"Matt Sinclair receives criticism for a condescending tone and frustration when students ask questions or seek clarification via email. Reviewers describe his lectures as monotonous and discouraging, noting that his attitude shifts negatively outside of class interactions.\"},{\"citations\":[{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2024-05-27 06:42:03 +0000 UTC\",\"review_id\":\"264af2abb4f7bb87dc9eeed0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTM5NTI1MDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"},{\"instructor_name\":\"Matthew Sinclair\",\"review_date\":\"2025-05-16 19:16:20 +0000 UTC\",\"review_id\":\"b48c355092b97d06a290f199\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2465736\",\"source_review_id\":\"UmF0aW5nLTQxMzA1NTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2465736\",\"type\":\"review\"}],\"text\":\"Other reviewers praise Sinclair for his clear slides, helpful office hours, and rapid Piazza responses. They highlight his ability to explain concepts well and provide necessary materials, contrasting sharply with the negative interpersonal feedback.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.51 GPA, 71.1% A/AB (n=211 letter grades); Spring 2024: 3.33 GPA, 68.5% A/AB (n=184 letter grades); Spring 2025: 3.54 GPA, 73.9% A/AB (n=115 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_eb1bb94171f8f5bd7e26165f\",\"message\":null,\"name\":\"Setareh Behroozi\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2827328\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2022-11-22 23:36:02 +0000 UTC\",\"review_id\":\"0e054948729b97a13bd34a78\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM2ODgzMTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-04-05 16:49:09 +0000 UTC\",\"review_id\":\"468ad591f667467afbe2332c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM3NTg1MDIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-11-08 04:12:52 +0000 UTC\",\"review_id\":\"fb92ab3d71023d804353aa43\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM4MzU2MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2023-12-23 19:53:59 +0000 UTC\",\"review_id\":\"bf1279fef8fded6309773098\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM4Nzg0Nzg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-10-30 20:47:45 +0000 UTC\",\"review_id\":\"b9cd0664b39e49e9d465f05e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM5ODczNzky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2025-03-06 22:41:01 +0000 UTC\",\"review_id\":\"f725b57790d33bca9ad6789f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwNzQ0MjU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-05-11 22:01:36 +0000 UTC\",\"review_id\":\"04b34828ce8b3cc767f3d558\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQzMDk3MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"text\":\"Reviewers describe Setareh Behroozi as caring and knowledgeable, noting she explains material clearly during weekly discussions. They highlight her availability during office hours and her provision of resources to help students navigate the course content.\"},{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-12-17 18:30:11 +0000 UTC\",\"review_id\":\"8afeec163bf7455c2bf13cdd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMzQ2ODcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"text\":\"One reviewer reports that Behroozi is hard to reach outside of class and provides non-answers to grading questions. This reviewer notes that grading is largely handled by others, which limits her direct helpfulness despite her in-class clarity.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.50 GPA, 75.4% A/AB (n=126 letter grades); Spring 2025: 3.44 GPA, 70.1% A/AB (n=87 letter grades); Fall 2025: 3.39 GPA, 71.4% A/AB (n=126 letter grades).\"}]},{\"instructor_uid\":\"instructor_3c20f585497c036ee0ded500\",\"message\":null,\"name\":\"Shayne Wadle\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:3156510\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-01-18 05:41:27 +0000 UTC\",\"review_id\":\"5e2c901554eb200c85b9206b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNTE1ODIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-04-07 17:41:21 +0000 UTC\",\"review_id\":\"cd495bc34e31990dd7aa0835\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNzkyMzY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-04-26 18:12:24 +0000 UTC\",\"review_id\":\"b2f3ade8810240a42d9c2e39\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyOTM1ODUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"}],\"text\":\"Shayne Wadle is praised for explaining concepts well, caring about student understanding, and providing helpful office hours and responsive lectures. Reviewers note he is transparent about test content and finishes class early for questions.\"},{\"citations\":[{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-01-11 01:10:16 +0000 UTC\",\"review_id\":\"31ba04dea28e00bc7517873c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNDczODAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-03-20 20:52:29 +0000 UTC\",\"review_id\":\"a33a05fa2b8a4221005a110f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQyNzE5OTk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-05-03 21:22:11 +0000 UTC\",\"review_id\":\"9af6621f08c3899567e17f01\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQzMDExNjE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"},{\"instructor_name\":\"Shayne Wadle\",\"review_date\":\"2026-05-03 21:28:08 +0000 UTC\",\"review_id\":\"4c2bfecdc001319541b23ee4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3156510\",\"source_review_id\":\"UmF0aW5nLTQzMDExNjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3156510\",\"type\":\"review\"}],\"text\":\"Other reviewers criticize the course structure, citing confusing slides, minimal problem-solving in lectures, and a requirement to self-learn material. They report that lectures are often unhelpful and that success relies heavily on homework and pattern recognition rather than lecture content.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.43 GPA, 66.8% A/AB (n=217 letter grades); Fall 2025: 3.39 GPA, 69.1% A/AB (n=97 letter grades); Spring 2026: 3.47 GPA, 67.6% A/AB (n=139 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Mark Hill\",\"review_date\":\"2024-05-29 19:20:11 +0000 UTC\",\"review_id\":\"b215085af53ee92bc8bfbc63\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:407377\",\"source_review_id\":\"UmF0aW5nLTM5NTMzNTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407377\",\"type\":\"review\"},{\"instructor_name\":\"Karu Sankaralingam\",\"review_date\":\"2024-12-27 08:41:36 +0000 UTC\",\"review_id\":\"a3ed0b62df4252d1a083e158\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2637168\",\"source_review_id\":\"UmF0aW5nLTQwNDQ0NTg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2637168\",\"type\":\"review\"},{\"instructor_name\":\"Parmesh Ramanathan\",\"review_date\":\"2026-08-05 21:40:13 +0000 UTC\",\"review_id\":\"8f2e65a6f964013511977900\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:869246\",\"source_review_id\":\"UmF0aW5nLTQzMzQ4MjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/869246\",\"type\":\"review\"}],\"text\":\"Matt Sinclair, Setareh Behroozi, and Shayne Wadle have no specific review evidence in this dataset. Historical reviews for Karu Sankaralingam highlight clear explanations and interesting pacing, while Parmesh Ramanathan is noted for caring about learning and accepting late work.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.41 GPA, 69.0% A/AB (n=699 letter grades); Fall 2025: 3.41 GPA, 70.4% A/AB (n=570 letter grades); Spring 2026: 3.40 GPA, 64.3% A/AB (n=589 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"ADIL IBRAHIM is recorded teaching in Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"}],\"text\":\"DAVID A. WOOD is recorded teaching in Spring 2008, Spring 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"ERIC HOFFMAN is recorded teaching in Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"GURINDAR SOHI is recorded teaching in Spring 2010, Fall 2010, Fall 2011, Fall 2012, Spring 2013, Fall 2014, Fall 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"JOSEPH KRACHEY is recorded teaching in Spring 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"KARTHIKEYAN SANKARALINGAM is recorded teaching in Spring 2012, Spring 2014, Fall 2015, Fall 2021, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"KATHERINE MORROW is recorded teaching in Fall 2012, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"}],\"text\":\"MARK D. HILL is recorded teaching in Spring 2007, Fall 2007, Fall 2009, Spring 2013, Fall 2013, Spring 2015. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"MATT SINCLAIR is recorded teaching in Fall 2022, Fall 2023, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"MICHAEL MORROW is recorded teaching in Spring 2014, Fall 2014, Fall 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"MIKKO LIPASTI is recorded teaching in Fall 2007, Fall 2008, Fall 2010, Fall 2011, Fall 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SETAREH BEHROOZI is recorded teaching in Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 252\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"source_record\":{\"entity_id\":\"cac576c6-784e-3f56-8a53-6000c77c9a70\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SHAYNE WADLE is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]