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Too bad he is retiring  :-(\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2017-09-13 18:00:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8154e298690ff7dc3a83b998\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4NjczNTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"}],\"evidence_count\":3,\"review_ids\":[\"4f34e41a1c03792b9396aca0\",\"b2bd06f427e41dc934ea89c2\",\"8154e298690ff7dc3a83b998\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2004\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:353263\",\"summary\":\"Cited reviews praise Michael Morrow for clear explanations, helpfulness, and making difficult material accessible.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Contrary to previous reviews, I found the lectures very useful. Davoodi is obviously enthusiastic about the material and knows it well. Extremely helpful and always available. Love the open door policy! Highly recommended.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-12-01 20:04:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"657ef1923af3ecd5c3dd989e\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MDgxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"},{\"comment\":\"Very enthusiastic professor.  Knows the content, and knows how to deliver it.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2010-09-26 18:36:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"dd8a3343c2966dff6fa30084\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE3NjE1MDcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"},{\"comment\":\"Great prof\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2011-07-15 13:37:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1e45550b0a1ecad45f85e880\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4ODIxODIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"}],\"evidence_count\":3,\"review_ids\":[\"657ef1923af3ecd5c3dd989e\",\"dd8a3343c2966dff6fa30084\",\"1e45550b0a1ecad45f85e880\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1188666\",\"name\":\"Azadeh Davoodi\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2008\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1188666\",\"summary\":\"Cited reviews describe Azadeh Davoodi as enthusiastic, knowledgeable, and highly recommended for her delivery of content.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Lectures are boring and there is no one good place to go for notes. You have the board, powerpoints, worksheets, extra handouts and the book which is pretty useless. I found wikipedia to be my most common reference. The lab projects are a ****. Make sure you sit next to someone dependable the first lab because you'll be stuck with them.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2007-12-11 12:07:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f9a3a20861a284ecf59b7ba\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"This is a very tough course. There is a lot of work and lengthy projects. Compton is the best professor you can have for it. Class can be dull sometimes. If you don't understand anything, go to her office hours immediately. She's very helpful and is very willing to assist you. She's easy-going and quick at grading and very personable.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-06-25 00:58:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ab5c9e9cd4d6221b5bfca46d\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NjExMzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"Awesome class and excellent professor, definitely recommend taking it even for those who are just doing comp sci. Nicely organized exercises,concepts not hard and office hours extremely helpful, KMorrow is making it really useful tool for connecting all the important dots and topics. 2 midterms are fair,final is pretty tricky(cumulative) but doable\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2016-05-08 13:44:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"abb1cd7a5666914cce2007fd\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NTA0MDAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"}],\"evidence_count\":3,\"review_ids\":[\"0f9a3a20861a284ecf59b7ba\",\"ab5c9e9cd4d6221b5bfca46d\",\"abb1cd7a5666914cce2007fd\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:344579\",\"summary\":\"Reviews of Katherine Morrow note organized exercises and helpful office hours, but also mention boring lectures and challenging projects.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Don't take seterahs class if you are not willing to put in the work. All the homework assignments in this class are challenging and time consuming. She is very helpful during her discussion sessions. So I would recommend to go to discussion as much  as possible. During discussion she does examples and more complex version of the homework. 10/10!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2024-11-23 20:47:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7928178fc1fe58d4ec843b7a\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"}],\"evidence_count\":1,\"review_ids\":[\"7928178fc1fe58d4ec843b7a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2827328\",\"name\":\"Setareh Behroozi\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2024\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2827328\",\"summary\":\"One reviewer states that Setareh Behroozi's homework assignments are challenging and time-consuming, requiring significant effort.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Final went online because people wanted to be home for Christmas: \\\"If you do not like the new terms of this final take it up with the whiny crybabies in your class who probably should have chosen ASU instead of UW.  If you want to rip me a new one you can do that on AEIFIS...I am well beyond giving a rat's ass what students think of me.\\n-Eric\\\"\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2022-12-21 03:58:01 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"adff6db7d29cf779bdfe192a\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3MjEwNzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Professor doesnt even teach in class. All he does is ask us to look at video and not do anythinv by himself. As a result the quality of class is really bad and not learning anything. Also he has always found to be chatting with people casually while ignoring the needs of students. He also likes to target a few students where according to them grade\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2025-12-13 14:19:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d60a1ad43a1bea5ac605812b\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjI4MDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"}],\"evidence_count\":2,\"review_ids\":[\"adff6db7d29cf779bdfe192a\",\"d60a1ad43a1bea5ac605812b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1803736\",\"summary\":\"Recent reviews criticize Eric Hoffman for perceived lack of engagement in class and dismissive communication with students.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Yu Hu is overall a very nice man, but he cannot explain the material at all. He would oftentimes make me more confused than I was prior to asking him a question. So, I would NOT recommend taking this course with him as he will make it way more difficult than it should be. The TAs were far more helpful than he ever was.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2019-04-24 05:31:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0e946f7c176c1f78f0a4be7b\",\"instructor_id\":\"rmp:1202050\",\"instructor_name\":\"Yu Hen Hu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxNjYwNTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1202050\"}],\"evidence_count\":1,\"review_ids\":[\"0e946f7c176c1f78f0a4be7b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1202050\",\"name\":\"Yu Hen Hu\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1202050\",\"summary\":\"One reviewer finds Yu Hen Hu unable to explain material clearly, stating he often made them more confused.\"}]}","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_883e87fcd87d80e877bb98ab","course_id":"COMPSCI/ECE 352","catalog_version_id":"a713ac49c372994be90e73c6bb163cc5649df926147aba8dd2f10b5941c0cb00","record_version_id":"16d4d0806c9467bdc00c4ed4afedf6cf5c3e83ff92558d1c094570ba8c671231","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"a85cd45a200fa4b57bddbb47cf9bfc11605d9a1f73c39377dbcac8cdbec452dc","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"35e55ee13233b40463ece6666165851f308288ac03b92bccd9719e2b865684b1\",\"course_id\":\"COMPSCI/ECE 352\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b9402e06a7d816746041099a\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Hsiao\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.32 GPA, 63.9% A/AB (n=36 letter grades).\"}]},{\"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\":\"2024-11-23 20:47:38 +0000 UTC\",\"review_id\":\"7928178fc1fe58d4ec843b7a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-25 00:45:52 +0000 UTC\",\"review_id\":\"7e60e34df3872f3a22c040af\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDI1MTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-20 22:20:05 +0000 UTC\",\"review_id\":\"2e6b0754d42d6fd7c00ab413\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM5OTk2NTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Setareh Behroozi taught a challenging course where students found homework time-consuming but manageable through group collaboration and discussion sessions. She was helpful during discussions, providing complex examples, and was noted for knowing student names and showing genuine care for their success.\"},{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-12-14 17:24:18 +0000 UTC\",\"review_id\":\"24b42fa9537b99e15c95e6af\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMjk1ODM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-03-07 01:38:13 +0000 UTC\",\"review_id\":\"84e5c16172a49da4bd5375b3\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQyNjc1MjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-08-30 20:07:57 +0000 UTC\",\"review_id\":\"b6b60c86c7f3f8b1afe92b87\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQzMzk4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Some students criticized Behroozi’s availability, reporting slow email responses and inflexibility with make-up assignments. One student found the flipped classroom format and video content outdated, while another described the experience as difficult due to limited after-hours support.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.35 GPA, 57.7% A/AB (n=78 letter grades); Fall 2025: 3.35 GPA, 57.6% A/AB (n=85 letter grades); Spring 2026: 3.30 GPA, 64.4% A/AB (n=87 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-23 20:47:38 +0000 UTC\",\"review_id\":\"7928178fc1fe58d4ec843b7a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-25 00:45:52 +0000 UTC\",\"review_id\":\"7e60e34df3872f3a22c040af\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDI1MTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Homework assignments were challenging and time-consuming, requiring significant effort. Students found the class became much easier when they actively collaborated with their group and attended discussion sessions.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Mikko Lipasti\",\"review_date\":\"2025-11-12 15:32:55 +0000 UTC\",\"review_id\":\"bc754396c7cc0608e7d16d76\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:304354\",\"source_review_id\":\"UmF0aW5nLTQxODQ5MTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\",\"type\":\"review\"},{\"instructor_name\":\"Mikko Lipasti\",\"review_date\":\"2003-11-30 18:38:58 +0000 UTC\",\"review_id\":\"71e86e330189b30698ef4146\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:304354\",\"source_review_id\":\"UmF0aW5nLTE0MDg5MjQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Mikko Lipasti received mixed feedback on his teaching style. One student described him as a smart professor who cared about their education, while another found his lectures time-wasting and recommended bringing a crossword to class. The latter reviewer noted that Lipasti occasionally clarified confusing textbook points, suggesting students attend lectures despite the pacing.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-20 22:20:05 +0000 UTC\",\"review_id\":\"2e6b0754d42d6fd7c00ab413\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM5OTk2NTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-23 20:47:38 +0000 UTC\",\"review_id\":\"7928178fc1fe58d4ec843b7a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Professor Behroozi is described as caring and supportive, with one student calling her one of the best professors at UW-Madison. Another student rated her teaching 10/10, highlighting her helpfulness during discussion sessions.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.20 GPA, 51.0% A/AB (n=151 letter grades); Fall 2025: 3.39 GPA, 63.6% A/AB (n=176 letter grades); Spring 2026: 3.31 GPA, 64.2% A/AB (n=123 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-12-14 17:24:18 +0000 UTC\",\"review_id\":\"24b42fa9537b99e15c95e6af\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMjk1ODM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-08-30 20:07:57 +0000 UTC\",\"review_id\":\"b6b60c86c7f3f8b1afe92b87\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQzMzk4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students reported that Professor Behroozi was difficult to reach via email. One student cited an average response time of five days, while another noted a lack of after-hours availability.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"}],\"text\":\"AZADEH DAVOODI is recorded teaching in Fall 2008, Fall 2010, Fall 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"JOSEPH KRACHEY is recorded teaching in Spring 2011, Fall 2011, Spring 2012, Fall 2012, Fall 2013, Fall 2015, Fall 2016, Spring 2017, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JULIE HSIAO is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"MICHAEL MORROW is recorded teaching in Fall 2008, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2016, Spring 2017, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"MIKKO LIPASTI is recorded teaching in Spring 2011, Spring 2019, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SETAREH BEHROOZI is recorded teaching in Fall 2021, Fall 2022, Spring 2023, Fall 2023, Fall 2024, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"XINYU ZHANG is recorded teaching in Spring 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"YU HU is recorded teaching in Spring 2009, Spring 2012, Fall 2015, Spring 2018. 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The only thing to watch out for is the Written Homeworks, some of them are easy, but you'll want to give yourself extra time for the ones that require quartus .\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2015-05-19 21:53:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b2bd06f427e41dc934ea89c2\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0ODcxMjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"Best Instructor I have ever had!!! Really kind to students! Very Humorous in class. Too bad he is retiring  :-(\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2017-09-13 18:00:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8154e298690ff7dc3a83b998\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4NjczNTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"}],\"evidence_count\":3,\"review_ids\":[\"4f34e41a1c03792b9396aca0\",\"b2bd06f427e41dc934ea89c2\",\"8154e298690ff7dc3a83b998\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2004\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:353263\",\"summary\":\"Cited reviews praise Michael Morrow for clear explanations, helpfulness, and making difficult material accessible.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Contrary to previous reviews, I found the lectures very useful. Davoodi is obviously enthusiastic about the material and knows it well. Extremely helpful and always available. Love the open door policy! Highly recommended.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-12-01 20:04:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"657ef1923af3ecd5c3dd989e\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MDgxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"},{\"comment\":\"Very enthusiastic professor.  Knows the content, and knows how to deliver it.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2010-09-26 18:36:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"dd8a3343c2966dff6fa30084\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE3NjE1MDcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"},{\"comment\":\"Great prof\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2011-07-15 13:37:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1e45550b0a1ecad45f85e880\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4ODIxODIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"}],\"evidence_count\":3,\"review_ids\":[\"657ef1923af3ecd5c3dd989e\",\"dd8a3343c2966dff6fa30084\",\"1e45550b0a1ecad45f85e880\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1188666\",\"name\":\"Azadeh Davoodi\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2008\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1188666\",\"summary\":\"Cited reviews describe Azadeh Davoodi as enthusiastic, knowledgeable, and highly recommended for her delivery of content.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Lectures are boring and there is no one good place to go for notes. You have the board, powerpoints, worksheets, extra handouts and the book which is pretty useless. I found wikipedia to be my most common reference. The lab projects are a ****. Make sure you sit next to someone dependable the first lab because you'll be stuck with them.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2007-12-11 12:07:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f9a3a20861a284ecf59b7ba\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"This is a very tough course. There is a lot of work and lengthy projects. Compton is the best professor you can have for it. Class can be dull sometimes. If you don't understand anything, go to her office hours immediately. She's very helpful and is very willing to assist you. She's easy-going and quick at grading and very personable.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-06-25 00:58:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ab5c9e9cd4d6221b5bfca46d\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NjExMzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"Awesome class and excellent professor, definitely recommend taking it even for those who are just doing comp sci. Nicely organized exercises,concepts not hard and office hours extremely helpful, KMorrow is making it really useful tool for connecting all the important dots and topics. 2 midterms are fair,final is pretty tricky(cumulative) but doable\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2016-05-08 13:44:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"abb1cd7a5666914cce2007fd\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NTA0MDAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"}],\"evidence_count\":3,\"review_ids\":[\"0f9a3a20861a284ecf59b7ba\",\"ab5c9e9cd4d6221b5bfca46d\",\"abb1cd7a5666914cce2007fd\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:344579\",\"summary\":\"Reviews of Katherine Morrow note organized exercises and helpful office hours, but also mention boring lectures and challenging projects.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Don't take seterahs class if you are not willing to put in the work. All the homework assignments in this class are challenging and time consuming. She is very helpful during her discussion sessions. So I would recommend to go to discussion as much  as possible. 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If you want to rip me a new one you can do that on AEIFIS...I am well beyond giving a rat's ass what students think of me.\\n-Eric\\\"\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2022-12-21 03:58:01 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"adff6db7d29cf779bdfe192a\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3MjEwNzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Professor doesnt even teach in class. All he does is ask us to look at video and not do anythinv by himself. As a result the quality of class is really bad and not learning anything. Also he has always found to be chatting with people casually while ignoring the needs of students. He also likes to target a few students where according to them grade\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2025-12-13 14:19:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d60a1ad43a1bea5ac605812b\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjI4MDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"}],\"evidence_count\":2,\"review_ids\":[\"adff6db7d29cf779bdfe192a\",\"d60a1ad43a1bea5ac605812b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1803736\",\"summary\":\"Recent reviews criticize Eric Hoffman for perceived lack of engagement in class and dismissive communication with students.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Yu Hu is overall a very nice man, but he cannot explain the material at all. 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He also has the ability to teach hard material without making you feel inferior. He does an excellent job aplying the things you learn to real life. He is also very helpful in office hours. Great guy to just go and talk to!!!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2004-12-15 23:12:56 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4f34e41a1c03792b9396aca0\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMzkwMDY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"Mr. Morrow is awesome! He is funny, helpful and clear. All of the tests are based on wiscel exercises and educational objectives. The only thing to watch out for is the Written Homeworks, some of them are easy, but you'll want to give yourself extra time for the ones that require quartus .\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2015-05-19 21:53:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b2bd06f427e41dc934ea89c2\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI0ODcxMjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"Best Instructor I have ever had!!! Really kind to students! Very Humorous in class. Too bad he is retiring  :-(\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2017-09-13 18:00:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8154e298690ff7dc3a83b998\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4NjczNTQz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"}],\"evidence_count\":3,\"review_ids\":[\"4f34e41a1c03792b9396aca0\",\"b2bd06f427e41dc934ea89c2\",\"8154e298690ff7dc3a83b998\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2004\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:353263\",\"summary\":\"Cited reviews praise Michael Morrow for clear explanations, helpfulness, and making difficult material accessible.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Contrary to previous reviews, I found the lectures very useful. Davoodi is obviously enthusiastic about the material and knows it well. Extremely helpful and always available. Love the open door policy! Highly recommended.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-12-01 20:04:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"657ef1923af3ecd5c3dd989e\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MDgxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"},{\"comment\":\"Very enthusiastic professor.  Knows the content, and knows how to deliver it.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2010-09-26 18:36:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"dd8a3343c2966dff6fa30084\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE3NjE1MDcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"},{\"comment\":\"Great prof\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2011-07-15 13:37:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1e45550b0a1ecad45f85e880\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE4ODIxODIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"}],\"evidence_count\":3,\"review_ids\":[\"657ef1923af3ecd5c3dd989e\",\"dd8a3343c2966dff6fa30084\",\"1e45550b0a1ecad45f85e880\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1188666\",\"name\":\"Azadeh Davoodi\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2008\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1188666\",\"summary\":\"Cited reviews describe Azadeh Davoodi as enthusiastic, knowledgeable, and highly recommended for her delivery of content.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Lectures are boring and there is no one good place to go for notes. You have the board, powerpoints, worksheets, extra handouts and the book which is pretty useless. I found wikipedia to be my most common reference. The lab projects are a ****. Make sure you sit next to someone dependable the first lab because you'll be stuck with them.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2007-12-11 12:07:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f9a3a20861a284ecf59b7ba\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"This is a very tough course. There is a lot of work and lengthy projects. Compton is the best professor you can have for it. Class can be dull sometimes. If you don't understand anything, go to her office hours immediately. She's very helpful and is very willing to assist you. She's easy-going and quick at grading and very personable.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-06-25 00:58:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ab5c9e9cd4d6221b5bfca46d\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NjExMzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"Awesome class and excellent professor, definitely recommend taking it even for those who are just doing comp sci. Nicely organized exercises,concepts not hard and office hours extremely helpful, KMorrow is making it really useful tool for connecting all the important dots and topics. 2 midterms are fair,final is pretty tricky(cumulative) but doable\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2016-05-08 13:44:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"abb1cd7a5666914cce2007fd\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NTA0MDAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"}],\"evidence_count\":3,\"review_ids\":[\"0f9a3a20861a284ecf59b7ba\",\"ab5c9e9cd4d6221b5bfca46d\",\"abb1cd7a5666914cce2007fd\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:344579\",\"summary\":\"Reviews of Katherine Morrow note organized exercises and helpful office hours, but also mention boring lectures and challenging projects.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Don't take seterahs class if you are not willing to put in the work. All the homework assignments in this class are challenging and time consuming. She is very helpful during her discussion sessions. So I would recommend to go to discussion as much  as possible. During discussion she does examples and more complex version of the homework. 10/10!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2024-11-23 20:47:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7928178fc1fe58d4ec843b7a\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"}],\"evidence_count\":1,\"review_ids\":[\"7928178fc1fe58d4ec843b7a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2827328\",\"name\":\"Setareh Behroozi\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2024\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2827328\",\"summary\":\"One reviewer states that Setareh Behroozi's homework assignments are challenging and time-consuming, requiring significant effort.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Final went online because people wanted to be home for Christmas: \\\"If you do not like the new terms of this final take it up with the whiny crybabies in your class who probably should have chosen ASU instead of UW.  If you want to rip me a new one you can do that on AEIFIS...I am well beyond giving a rat's ass what students think of me.\\n-Eric\\\"\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2022-12-21 03:58:01 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"adff6db7d29cf779bdfe192a\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM3MjEwNzAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"},{\"comment\":\"Professor doesnt even teach in class. All he does is ask us to look at video and not do anythinv by himself. As a result the quality of class is really bad and not learning anything. Also he has always found to be chatting with people casually while ignoring the needs of students. He also likes to target a few students where according to them grade\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2025-12-13 14:19:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d60a1ad43a1bea5ac605812b\",\"instructor_id\":\"rmp:1803736\",\"instructor_name\":\"Eric Hoffman\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjI4MDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\"}],\"evidence_count\":2,\"review_ids\":[\"adff6db7d29cf779bdfe192a\",\"d60a1ad43a1bea5ac605812b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1803736\",\"name\":\"Eric Hoffman\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1803736\",\"summary\":\"Recent reviews criticize Eric Hoffman for perceived lack of engagement in class and dismissive communication with students.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Yu Hu is overall a very nice man, but he cannot explain the material at all. He would oftentimes make me more confused than I was prior to asking him a question. So, I would NOT recommend taking this course with him as he will make it way more difficult than it should be. The TAs were far more helpful than he ever was.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2019-04-24 05:31:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0e946f7c176c1f78f0a4be7b\",\"instructor_id\":\"rmp:1202050\",\"instructor_name\":\"Yu Hen Hu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxNjYwNTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1202050\"}],\"evidence_count\":1,\"review_ids\":[\"0e946f7c176c1f78f0a4be7b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1202050\",\"name\":\"Yu Hen Hu\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2019\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1202050\",\"summary\":\"One reviewer finds Yu Hen Hu unable to explain material clearly, stating he often made them more confused.\"}]}","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_883e87fcd87d80e877bb98ab","course_id":"COMPSCI/ECE 352","catalog_version_id":"7c3b14c3e68cf29109edc3319f5036d0e0f9db3e7690b4f4b42f2338c45fc2b3","record_version_id":"b5880edcd89618e20ddc69793bb4aeddc232746760006123d3b042b45c64ba72","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ab95e785fc789096d16e4a6f94d80c278562a2c0d8b79b1eb96c3e59df478747","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A andE C E/COMP SCI 252\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Quantitative Reasoning (QR) A\",\"course\":null,\"evidence\":\"Quantitative Reasoning (QR) A\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":252,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\",\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E/COMP SCI 252\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[\"The text 'andE C E/COMP SCI 252' appears to contain a typo or formatting error ('andE'). 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He also has the ability to teach hard material without making you feel inferior. He does an excellent job aplying the things you learn to real life. He is also very helpful in office hours. Great guy to just go and talk to!!!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2004-12-15 23:12:56 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4f34e41a1c03792b9396aca0\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMzkwMDY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"Contrary to previous reviews, I found the lectures very useful. Davoodi is obviously enthusiastic about the material and knows it well. Extremely helpful and always available. Love the open door policy! Highly recommended.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-12-01 20:04:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"657ef1923af3ecd5c3dd989e\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MDgxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"},{\"comment\":\"Super nice guy, very helpful and clear with course information. I can't stand studying hardware, but he made it not super awful. Highly recommended.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2012-05-29 21:42:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6ab66dc84601da328fa31030\",\"instructor_id\":\"rmp:1727817\",\"instructor_name\":\"Joseph Krachey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzYwMTQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1727817\"}],\"evidence_count\":3,\"review_ids\":[\"4f34e41a1c03792b9396aca0\",\"657ef1923af3ecd5c3dd989e\",\"6ab66dc84601da328fa31030\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1188666\",\"name\":\"Azadeh Davoodi\"},{\"id\":\"rmp:1727817\",\"name\":\"Joseph Krachey\"},{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2004\"},\"sentiment\":\"positive\",\"summary\":\"Many students praise instructors for being helpful, clear, and enthusiastic, with strong office hour support.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Trouble giving the students what they needed to hear. Wasted a lot of time beating material into the ground. However, he occasionally (accidentally&#63;) clarified a confusing point in the textbook, so I recommend attending lectures, but bring a crossword\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2003-11-30 18:38:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"71e86e330189b30698ef4146\",\"instructor_id\":\"rmp:304354\",\"instructor_name\":\"Mikko Lipasti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE0MDg5MjQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\"},{\"comment\":\"He was completely unprepared to teach programming topics.  His examples are often buggy, and he claims his lectures are &quot;only guidelines,&quot; urging students to learn the material on their own (in a class without a textbook!) He reads from notes not written by him, and messes up a lot.  His handwriting is terrible. Do NOT take him!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-12-09 23:45:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3738427f5f9054ac82304bfb\",\"instructor_id\":\"rmp:407377\",\"instructor_name\":\"Mark Hill\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1MTQ3Njk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407377\"},{\"comment\":\"Yu Hu is overall a very nice man, but he cannot explain the material at all. He would oftentimes make me more confused than I was prior to asking him a question. So, I would NOT recommend taking this course with him as he will make it way more difficult than it should be. The TAs were far more helpful than he ever was.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2019-04-24 05:31:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0e946f7c176c1f78f0a4be7b\",\"instructor_id\":\"rmp:1202050\",\"instructor_name\":\"Yu Hen Hu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxNjYwNTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1202050\"}],\"evidence_count\":3,\"review_ids\":[\"71e86e330189b30698ef4146\",\"3738427f5f9054ac82304bfb\",\"0e946f7c176c1f78f0a4be7b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1202050\",\"name\":\"Yu Hen Hu\"},{\"id\":\"rmp:304354\",\"name\":\"Mikko Lipasti\"},{\"id\":\"rmp:407377\",\"name\":\"Mark Hill\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2003\"},\"sentiment\":\"negative\",\"summary\":\"Some instructors are criticized for being unprepared, confusing, or ineffective at explaining material.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Lectures are boring and there is no one good place to go for notes. You have the board, powerpoints, worksheets, extra handouts and the book which is pretty useless. I found wikipedia to be my most common reference. The lab projects are a ****. Make sure you sit next to someone dependable the first lab because you'll be stuck with them.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2007-12-11 12:07:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f9a3a20861a284ecf59b7ba\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"Don't take seterahs class if you are not willing to put in the work. All the homework assignments in this class are challenging and time consuming. She is very helpful during her discussion sessions. So I would recommend to go to discussion as much  as possible. During discussion she does examples and more complex version of the homework. 10/10!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2024-11-23 20:47:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7928178fc1fe58d4ec843b7a\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"}],\"evidence_count\":2,\"review_ids\":[\"0f9a3a20861a284ecf59b7ba\",\"7928178fc1fe58d4ec843b7a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2827328\",\"name\":\"Setareh Behroozi\"},{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2007\"},\"sentiment\":\"negative\",\"summary\":\"Lab projects and homework are frequently described as difficult, time-consuming, and frustrating.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This is a very tough course. There is a lot of work and lengthy projects. Compton is the best professor you can have for it. Class can be dull sometimes. If you don't understand anything, go to her office hours immediately. She's very helpful and is very willing to assist you. She's easy-going and quick at grading and very personable.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-06-25 00:58:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ab5c9e9cd4d6221b5bfca46d\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NjExMzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"}],\"evidence_count\":1,\"review_ids\":[\"ab5c9e9cd4d6221b5bfca46d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"}],\"review_year_end\":\"2008\",\"review_year_start\":\"2008\"},\"sentiment\":\"positive\",\"summary\":\"Despite challenges, many students highly recommend the course and specific professors for their kindness and expertise.\"}]}","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_883e87fcd87d80e877bb98ab","course_id":"COMPSCI/ECE 352","catalog_version_id":"7c3b14c3e68cf29109edc3319f5036d0e0f9db3e7690b4f4b42f2338c45fc2b3","record_version_id":"b5880edcd89618e20ddc69793bb4aeddc232746760006123d3b042b45c64ba72","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ab95e785fc789096d16e4a6f94d80c278562a2c0d8b79b1eb96c3e59df478747","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"2fc1d39ebf2984326fce2047c6ac1a07d94383681bdf6858a5477f8f69f247d4\",\"course_id\":\"COMPSCI/ECE 352\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b9402e06a7d816746041099a\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Hsiao\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.32 GPA, 63.9% A/AB (n=36 letter grades).\"}]},{\"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 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.35 GPA, 57.7% A/AB (n=78 letter grades); Fall 2025: 3.35 GPA, 57.6% A/AB (n=85 letter grades); Spring 2026: 3.30 GPA, 64.4% A/AB (n=87 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_eb1bb94171f8f5bd7e26165f\",\"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 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.20 GPA, 51.0% A/AB (n=151 letter grades); Fall 2025: 3.39 GPA, 63.6% A/AB (n=176 letter grades); Spring 2026: 3.31 GPA, 64.2% A/AB (n=123 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"}],\"text\":\"AZADEH DAVOODI is recorded teaching in Fall 2008, Fall 2010, Fall 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"JOSEPH KRACHEY is recorded teaching in Spring 2011, Fall 2011, Spring 2012, Fall 2012, Fall 2013, Fall 2015, Fall 2016, Spring 2017, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JULIE HSIAO is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"KATHERINE MORROW is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Fall 2009, Spring 2010, Fall 2010, Spring 2013, Spring 2014, Fall 2014, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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He also has the ability to teach hard material without making you feel inferior. He does an excellent job aplying the things you learn to real life. He is also very helpful in office hours. Great guy to just go and talk to!!!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2004-12-15 23:12:56 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4f34e41a1c03792b9396aca0\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMzkwMDY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"Contrary to previous reviews, I found the lectures very useful. Davoodi is obviously enthusiastic about the material and knows it well. Extremely helpful and always available. Love the open door policy! Highly recommended.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-12-01 20:04:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"657ef1923af3ecd5c3dd989e\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MDgxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"},{\"comment\":\"Super nice guy, very helpful and clear with course information. I can't stand studying hardware, but he made it not super awful. Highly recommended.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2012-05-29 21:42:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6ab66dc84601da328fa31030\",\"instructor_id\":\"rmp:1727817\",\"instructor_name\":\"Joseph Krachey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzYwMTQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1727817\"}],\"evidence_count\":3,\"review_ids\":[\"4f34e41a1c03792b9396aca0\",\"657ef1923af3ecd5c3dd989e\",\"6ab66dc84601da328fa31030\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1188666\",\"name\":\"Azadeh Davoodi\"},{\"id\":\"rmp:1727817\",\"name\":\"Joseph Krachey\"},{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2004\"},\"sentiment\":\"positive\",\"summary\":\"Many students praise instructors for being helpful, clear, and enthusiastic, with strong office hour support.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Trouble giving the students what they needed to hear. Wasted a lot of time beating material into the ground. However, he occasionally (accidentally&#63;) clarified a confusing point in the textbook, so I recommend attending lectures, but bring a crossword\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2003-11-30 18:38:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"71e86e330189b30698ef4146\",\"instructor_id\":\"rmp:304354\",\"instructor_name\":\"Mikko Lipasti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE0MDg5MjQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\"},{\"comment\":\"He was completely unprepared to teach programming topics.  His examples are often buggy, and he claims his lectures are &quot;only guidelines,&quot; urging students to learn the material on their own (in a class without a textbook!) He reads from notes not written by him, and messes up a lot.  His handwriting is terrible. Do NOT take him!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-12-09 23:45:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3738427f5f9054ac82304bfb\",\"instructor_id\":\"rmp:407377\",\"instructor_name\":\"Mark Hill\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1MTQ3Njk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407377\"},{\"comment\":\"Yu Hu is overall a very nice man, but he cannot explain the material at all. He would oftentimes make me more confused than I was prior to asking him a question. So, I would NOT recommend taking this course with him as he will make it way more difficult than it should be. The TAs were far more helpful than he ever was.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2019-04-24 05:31:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0e946f7c176c1f78f0a4be7b\",\"instructor_id\":\"rmp:1202050\",\"instructor_name\":\"Yu Hen Hu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxNjYwNTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1202050\"}],\"evidence_count\":3,\"review_ids\":[\"71e86e330189b30698ef4146\",\"3738427f5f9054ac82304bfb\",\"0e946f7c176c1f78f0a4be7b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1202050\",\"name\":\"Yu Hen Hu\"},{\"id\":\"rmp:304354\",\"name\":\"Mikko Lipasti\"},{\"id\":\"rmp:407377\",\"name\":\"Mark Hill\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2003\"},\"sentiment\":\"negative\",\"summary\":\"Some instructors are criticized for being unprepared, confusing, or ineffective at explaining material.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Lectures are boring and there is no one good place to go for notes. You have the board, powerpoints, worksheets, extra handouts and the book which is pretty useless. I found wikipedia to be my most common reference. The lab projects are a ****. Make sure you sit next to someone dependable the first lab because you'll be stuck with them.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2007-12-11 12:07:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f9a3a20861a284ecf59b7ba\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"Don't take seterahs class if you are not willing to put in the work. All the homework assignments in this class are challenging and time consuming. She is very helpful during her discussion sessions. So I would recommend to go to discussion as much  as possible. During discussion she does examples and more complex version of the homework. 10/10!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2024-11-23 20:47:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7928178fc1fe58d4ec843b7a\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"}],\"evidence_count\":2,\"review_ids\":[\"0f9a3a20861a284ecf59b7ba\",\"7928178fc1fe58d4ec843b7a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2827328\",\"name\":\"Setareh Behroozi\"},{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2007\"},\"sentiment\":\"negative\",\"summary\":\"Lab projects and homework are frequently described as difficult, time-consuming, and frustrating.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This is a very tough course. There is a lot of work and lengthy projects. Compton is the best professor you can have for it. Class can be dull sometimes. If you don't understand anything, go to her office hours immediately. She's very helpful and is very willing to assist you. She's easy-going and quick at grading and very personable.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-06-25 00:58:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ab5c9e9cd4d6221b5bfca46d\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NjExMzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"}],\"evidence_count\":1,\"review_ids\":[\"ab5c9e9cd4d6221b5bfca46d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"}],\"review_year_end\":\"2008\",\"review_year_start\":\"2008\"},\"sentiment\":\"positive\",\"summary\":\"Despite challenges, many students highly recommend the course and specific professors for their kindness and expertise.\"}]}","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_883e87fcd87d80e877bb98ab","course_id":"COMPSCI/ECE 352","catalog_version_id":"7c3b14c3e68cf29109edc3319f5036d0e0f9db3e7690b4f4b42f2338c45fc2b3","record_version_id":"b5880edcd89618e20ddc69793bb4aeddc232746760006123d3b042b45c64ba72","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"528b64a318a16dc29ed3293bee0a41783425831251e7bedd52c342c77871bcf0","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"2fc1d39ebf2984326fce2047c6ac1a07d94383681bdf6858a5477f8f69f247d4\",\"course_id\":\"COMPSCI/ECE 352\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b9402e06a7d816746041099a\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Hsiao\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.32 GPA, 63.9% A/AB (n=36 letter grades).\"}]},{\"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\":\"2024-11-20 22:20:05 +0000 UTC\",\"review_id\":\"2e6b0754d42d6fd7c00ab413\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM5OTk2NTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-23 20:47:38 +0000 UTC\",\"review_id\":\"7928178fc1fe58d4ec843b7a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-25 00:45:52 +0000 UTC\",\"review_id\":\"7e60e34df3872f3a22c040af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDI1MTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"text\":\"Setareh Behroozi is praised for knowing students' names and caring about their success, with helpful discussion sessions that clarify challenging homework. Reviewers recommend attending these sessions to access complex examples and group collaboration.\"},{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-12-14 17:24:18 +0000 UTC\",\"review_id\":\"24b42fa9537b99e15c95e6af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMjk1ODM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-03-07 01:38:13 +0000 UTC\",\"review_id\":\"84e5c16172a49da4bd5375b3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQyNjc1MjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-08-30 20:07:57 +0000 UTC\",\"review_id\":\"b6b60c86c7f3f8b1afe92b87\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQzMzk4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"text\":\"Critics report that Behroozi is difficult to reach via email, often taking days to respond, and lacks flexibility with assignment deadlines. Some also cite issues with outdated course content and a flipped classroom model that did not meet expectations.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.35 GPA, 57.7% A/AB (n=78 letter grades); Fall 2025: 3.35 GPA, 57.6% A/AB (n=85 letter grades); Spring 2026: 3.30 GPA, 64.4% A/AB (n=87 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-23 20:47:38 +0000 UTC\",\"review_id\":\"7928178fc1fe58d4ec843b7a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-25 00:45:52 +0000 UTC\",\"review_id\":\"7e60e34df3872f3a22c040af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDI1MTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"text\":\"Homework is challenging and time-consuming, but attending discussion sessions and collaborating with groups makes the class much easier to manage.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Mikko Lipasti\",\"review_date\":\"2025-11-12 15:32:55 +0000 UTC\",\"review_id\":\"bc754396c7cc0608e7d16d76\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:304354\",\"source_review_id\":\"UmF0aW5nLTQxODQ5MTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\",\"type\":\"review\"},{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2025-12-13 14:19:31 +0000 UTC\",\"review_id\":\"d60a1ad43a1bea5ac605812b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTQyMjI4MDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"}],\"text\":\"Historical reviews of Eric Hoffman, Mikko Lipasti: Mikko Lipasti is praised as a smart, caring professor who teaches well and makes the course engaging. Eric Hoffman receives a negative review criticizing him for not teaching in class and ignoring student needs.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-20 22:20:05 +0000 UTC\",\"review_id\":\"2e6b0754d42d6fd7c00ab413\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM5OTk2NTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-23 20:47:38 +0000 UTC\",\"review_id\":\"7928178fc1fe58d4ec843b7a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-25 00:45:52 +0000 UTC\",\"review_id\":\"7e60e34df3872f3a22c040af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDI1MTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"text\":\"Reviewers describe Setareh Behroozi's class as highly supportive, noting her care for student success and helpful discussion sessions that clarify complex material.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.20 GPA, 51.0% A/AB (n=151 letter grades); Fall 2025: 3.39 GPA, 63.6% A/AB (n=176 letter grades); Spring 2026: 3.31 GPA, 64.2% A/AB (n=123 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-12-14 17:24:18 +0000 UTC\",\"review_id\":\"24b42fa9537b99e15c95e6af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMjk1ODM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-03-07 01:38:13 +0000 UTC\",\"review_id\":\"84e5c16172a49da4bd5375b3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQyNjc1MjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-08-30 20:07:57 +0000 UTC\",\"review_id\":\"b6b60c86c7f3f8b1afe92b87\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQzMzk4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"text\":\"Students report frustration with slow email responses, inflexibility regarding makeups, and outdated video content.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"}],\"text\":\"AZADEH DAVOODI is recorded teaching in Fall 2008, Fall 2010, Fall 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"ERIC HOFFMAN is recorded teaching in Fall 2017, Spring 2018, Fall 2018, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"JOSEPH KRACHEY is recorded teaching in Spring 2011, Fall 2011, Spring 2012, Fall 2012, Fall 2013, Fall 2015, Fall 2016, Spring 2017, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JULIE HSIAO is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"KATHERINE MORROW is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Fall 2009, Spring 2010, Fall 2010, Spring 2013, Spring 2014, Fall 2014, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"MICHAEL MORROW is recorded teaching in Fall 2008, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2016, Spring 2017, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"MIKKO LIPASTI is recorded teaching in Spring 2011, Spring 2019, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SETAREH BEHROOZI is recorded teaching in Fall 2021, Fall 2022, Spring 2023, Fall 2023, Fall 2024, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"XINYU ZHANG is recorded teaching in Spring 2015, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"YU HU is recorded teaching in Spring 2009, Spring 2012, Fall 2015, Spring 2018. 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_883e87fcd87d80e877bb98ab","course_id":"COMPSCI/ECE 352","catalog_version_id":"7c3b14c3e68cf29109edc3319f5036d0e0f9db3e7690b4f4b42f2338c45fc2b3","record_version_id":"b5880edcd89618e20ddc69793bb4aeddc232746760006123d3b042b45c64ba72","job_id":"enrich-be4f4c18a3b806e9805e2df0","output_id":"b112f59701c96385566c052b1342ed4370703e9b26948d8226813181ac9b596e","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A andE C E/COMP SCI 252\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Quantitative Reasoning (QR) A\",\"course\":null,\"evidence\":\"Quantitative Reasoning (QR) A\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":252,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\",\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E/COMP SCI 252\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[\"The text 'andE C E/COMP SCI 252' appears to contain a typo or formatting error ('andE'). 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He also has the ability to teach hard material without making you feel inferior. He does an excellent job aplying the things you learn to real life. He is also very helpful in office hours. Great guy to just go and talk to!!!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2004-12-15 23:12:56 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"4f34e41a1c03792b9396aca0\",\"instructor_id\":\"rmp:353263\",\"instructor_name\":\"Michael Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMzkwMDY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/353263\"},{\"comment\":\"Contrary to previous reviews, I found the lectures very useful. Davoodi is obviously enthusiastic about the material and knows it well. Extremely helpful and always available. Love the open door policy! Highly recommended.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-12-01 20:04:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"657ef1923af3ecd5c3dd989e\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MDgxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"},{\"comment\":\"Super nice guy, very helpful and clear with course information. I can't stand studying hardware, but he made it not super awful. Highly recommended.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2012-05-29 21:42:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6ab66dc84601da328fa31030\",\"instructor_id\":\"rmp:1727817\",\"instructor_name\":\"Joseph Krachey\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzYwMTQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1727817\"}],\"evidence_count\":3,\"review_ids\":[\"4f34e41a1c03792b9396aca0\",\"657ef1923af3ecd5c3dd989e\",\"6ab66dc84601da328fa31030\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1188666\",\"name\":\"Azadeh Davoodi\"},{\"id\":\"rmp:1727817\",\"name\":\"Joseph Krachey\"},{\"id\":\"rmp:353263\",\"name\":\"Michael Morrow\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2004\"},\"sentiment\":\"positive\",\"summary\":\"Many students praise instructors for being helpful, clear, and enthusiastic, with strong office hour support.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Trouble giving the students what they needed to hear. Wasted a lot of time beating material into the ground. However, he occasionally (accidentally&#63;) clarified a confusing point in the textbook, so I recommend attending lectures, but bring a crossword\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2003-11-30 18:38:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"71e86e330189b30698ef4146\",\"instructor_id\":\"rmp:304354\",\"instructor_name\":\"Mikko Lipasti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE0MDg5MjQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\"},{\"comment\":\"He was completely unprepared to teach programming topics.  His examples are often buggy, and he claims his lectures are &quot;only guidelines,&quot; urging students to learn the material on their own (in a class without a textbook!) He reads from notes not written by him, and messes up a lot.  His handwriting is terrible. Do NOT take him!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-12-09 23:45:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3738427f5f9054ac82304bfb\",\"instructor_id\":\"rmp:407377\",\"instructor_name\":\"Mark Hill\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1MTQ3Njk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407377\"},{\"comment\":\"Yu Hu is overall a very nice man, but he cannot explain the material at all. He would oftentimes make me more confused than I was prior to asking him a question. So, I would NOT recommend taking this course with him as he will make it way more difficult than it should be. The TAs were far more helpful than he ever was.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2019-04-24 05:31:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0e946f7c176c1f78f0a4be7b\",\"instructor_id\":\"rmp:1202050\",\"instructor_name\":\"Yu Hen Hu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxNjYwNTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1202050\"}],\"evidence_count\":3,\"review_ids\":[\"71e86e330189b30698ef4146\",\"3738427f5f9054ac82304bfb\",\"0e946f7c176c1f78f0a4be7b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1202050\",\"name\":\"Yu Hen Hu\"},{\"id\":\"rmp:304354\",\"name\":\"Mikko Lipasti\"},{\"id\":\"rmp:407377\",\"name\":\"Mark Hill\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2003\"},\"sentiment\":\"negative\",\"summary\":\"Some instructors are criticized for being unprepared, confusing, or ineffective at explaining material.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Lectures are boring and there is no one good place to go for notes. You have the board, powerpoints, worksheets, extra handouts and the book which is pretty useless. I found wikipedia to be my most common reference. The lab projects are a ****. Make sure you sit next to someone dependable the first lab because you'll be stuck with them.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2007-12-11 12:07:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f9a3a20861a284ecf59b7ba\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"Don't take seterahs class if you are not willing to put in the work. All the homework assignments in this class are challenging and time consuming. She is very helpful during her discussion sessions. So I would recommend to go to discussion as much  as possible. During discussion she does examples and more complex version of the homework. 10/10!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2024-11-23 20:47:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7928178fc1fe58d4ec843b7a\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"}],\"evidence_count\":2,\"review_ids\":[\"0f9a3a20861a284ecf59b7ba\",\"7928178fc1fe58d4ec843b7a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2827328\",\"name\":\"Setareh Behroozi\"},{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2007\"},\"sentiment\":\"negative\",\"summary\":\"Lab projects and homework are frequently described as difficult, time-consuming, and frustrating.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This is a very tough course. 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Highly recommended.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-12-01 20:04:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"657ef1923af3ecd5c3dd989e\",\"instructor_id\":\"rmp:1188666\",\"instructor_name\":\"Azadeh Davoodi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MDgxNjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1188666\"},{\"comment\":\"Super nice guy, very helpful and clear with course information. I can't stand studying hardware, but he made it not super awful. 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Wasted a lot of time beating material into the ground. However, he occasionally (accidentally&#63;) clarified a confusing point in the textbook, so I recommend attending lectures, but bring a crossword\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2003-11-30 18:38:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"71e86e330189b30698ef4146\",\"instructor_id\":\"rmp:304354\",\"instructor_name\":\"Mikko Lipasti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE0MDg5MjQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\"},{\"comment\":\"He was completely unprepared to teach programming topics.  His examples are often buggy, and he claims his lectures are &quot;only guidelines,&quot; urging students to learn the material on their own (in a class without a textbook!) He reads from notes not written by him, and messes up a lot.  His handwriting is terrible. Do NOT take him!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-12-09 23:45:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3738427f5f9054ac82304bfb\",\"instructor_id\":\"rmp:407377\",\"instructor_name\":\"Mark Hill\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1MTQ3Njk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/407377\"},{\"comment\":\"Yu Hu is overall a very nice man, but he cannot explain the material at all. He would oftentimes make me more confused than I was prior to asking him a question. So, I would NOT recommend taking this course with him as he will make it way more difficult than it should be. The TAs were far more helpful than he ever was.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2019-04-24 05:31:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0e946f7c176c1f78f0a4be7b\",\"instructor_id\":\"rmp:1202050\",\"instructor_name\":\"Yu Hen Hu\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMxNjYwNTM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1202050\"}],\"evidence_count\":3,\"review_ids\":[\"71e86e330189b30698ef4146\",\"3738427f5f9054ac82304bfb\",\"0e946f7c176c1f78f0a4be7b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1202050\",\"name\":\"Yu Hen Hu\"},{\"id\":\"rmp:304354\",\"name\":\"Mikko Lipasti\"},{\"id\":\"rmp:407377\",\"name\":\"Mark Hill\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2003\"},\"sentiment\":\"negative\",\"summary\":\"Some instructors are criticized for being unprepared, confusing, or ineffective at explaining material.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Lectures are boring and there is no one good place to go for notes. You have the board, powerpoints, worksheets, extra handouts and the book which is pretty useless. I found wikipedia to be my most common reference. The lab projects are a ****. Make sure you sit next to someone dependable the first lab because you'll be stuck with them.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2007-12-11 12:07:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f9a3a20861a284ecf59b7ba\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEzNzk3NDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"},{\"comment\":\"Don't take seterahs class if you are not willing to put in the work. All the homework assignments in this class are challenging and time consuming. She is very helpful during her discussion sessions. So I would recommend to go to discussion as much  as possible. During discussion she does examples and more complex version of the homework. 10/10!\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2024-11-23 20:47:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7928178fc1fe58d4ec843b7a\",\"instructor_id\":\"rmp:2827328\",\"instructor_name\":\"Setareh Behroozi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\"}],\"evidence_count\":2,\"review_ids\":[\"0f9a3a20861a284ecf59b7ba\",\"7928178fc1fe58d4ec843b7a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2827328\",\"name\":\"Setareh Behroozi\"},{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2007\"},\"sentiment\":\"negative\",\"summary\":\"Lab projects and homework are frequently described as difficult, time-consuming, and frustrating.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This is a very tough course. There is a lot of work and lengthy projects. Compton is the best professor you can have for it. Class can be dull sometimes. If you don't understand anything, go to her office hours immediately. She's very helpful and is very willing to assist you. She's easy-going and quick at grading and very personable.\",\"course_id\":\"COMPSCI/ECE 352\",\"date\":\"2008-06-25 00:58:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ab5c9e9cd4d6221b5bfca46d\",\"instructor_id\":\"rmp:344579\",\"instructor_name\":\"Katherine Morrow\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NjExMzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/344579\"}],\"evidence_count\":1,\"review_ids\":[\"ab5c9e9cd4d6221b5bfca46d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:344579\",\"name\":\"Katherine Morrow\"}],\"review_year_end\":\"2008\",\"review_year_start\":\"2008\"},\"sentiment\":\"positive\",\"summary\":\"Despite challenges, many students highly recommend the course and specific professors for their kindness and expertise.\"}]}","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_883e87fcd87d80e877bb98ab","course_id":"COMPSCI/ECE 352","catalog_version_id":"7c3b14c3e68cf29109edc3319f5036d0e0f9db3e7690b4f4b42f2338c45fc2b3","record_version_id":"b5880edcd89618e20ddc69793bb4aeddc232746760006123d3b042b45c64ba72","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"2300623ba8828c761d4579d73fcdb2d621163d3f95acf13ab611513832fba8df","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"2fc1d39ebf2984326fce2047c6ac1a07d94383681bdf6858a5477f8f69f247d4\",\"course_id\":\"COMPSCI/ECE 352\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b9402e06a7d816746041099a\",\"message\":\"No course-specific reviews available\",\"name\":\"Julie Hsiao\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.32 GPA, 63.9% A/AB (n=36 letter grades).\"}]},{\"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\":\"2024-11-20 22:20:05 +0000 UTC\",\"review_id\":\"2e6b0754d42d6fd7c00ab413\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTM5OTk2NTMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-23 20:47:38 +0000 UTC\",\"review_id\":\"7928178fc1fe58d4ec843b7a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDIwNTcz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-11-25 00:45:52 +0000 UTC\",\"review_id\":\"7e60e34df3872f3a22c040af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMDI1MTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"text\":\"Setareh Behroozi is praised for knowing students' names and caring about their success, with helpful discussion sessions that clarify challenging homework. Reviewers recommend attending these sessions to access complex examples and group collaboration.\"},{\"citations\":[{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2024-12-14 17:24:18 +0000 UTC\",\"review_id\":\"24b42fa9537b99e15c95e6af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQwMjk1ODM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-03-07 01:38:13 +0000 UTC\",\"review_id\":\"84e5c16172a49da4bd5375b3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQyNjc1MjQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"},{\"instructor_name\":\"Setareh Behroozi\",\"review_date\":\"2026-08-30 20:07:57 +0000 UTC\",\"review_id\":\"b6b60c86c7f3f8b1afe92b87\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827328\",\"source_review_id\":\"UmF0aW5nLTQzMzk4MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827328\",\"type\":\"review\"}],\"text\":\"Critics report that Behroozi is difficult to reach via email, often taking days to respond, and lacks flexibility with assignment deadlines. Some also cite issues with outdated course content and a flipped classroom model that did not meet expectations.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.35 GPA, 57.7% A/AB (n=78 letter grades); Fall 2025: 3.35 GPA, 57.6% A/AB (n=85 letter grades); Spring 2026: 3.30 GPA, 64.4% A/AB (n=87 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Mikko Lipasti\",\"review_date\":\"2025-11-12 15:32:55 +0000 UTC\",\"review_id\":\"bc754396c7cc0608e7d16d76\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:304354\",\"source_review_id\":\"UmF0aW5nLTQxODQ5MTcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/304354\",\"type\":\"review\"},{\"instructor_name\":\"Eric Hoffman\",\"review_date\":\"2025-12-13 14:19:31 +0000 UTC\",\"review_id\":\"d60a1ad43a1bea5ac605812b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1803736\",\"source_review_id\":\"UmF0aW5nLTQyMjI4MDQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1803736\",\"type\":\"review\"}],\"text\":\"Historical reviews of Eric Hoffman, Mikko Lipasti: Mikko Lipasti is praised as a smart, caring professor who teaches well and makes the course engaging. Eric Hoffman receives a negative review criticizing him for not teaching in class and ignoring student needs.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.20 GPA, 51.0% A/AB (n=151 letter grades); Fall 2025: 3.39 GPA, 63.6% A/AB (n=176 letter grades); Spring 2026: 3.31 GPA, 64.2% A/AB (n=123 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"}],\"text\":\"AZADEH DAVOODI is recorded teaching in Fall 2008, Fall 2010, Fall 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"JOSEPH KRACHEY is recorded teaching in Spring 2011, Fall 2011, Spring 2012, Fall 2012, Fall 2013, Fall 2015, Fall 2016, Spring 2017, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JULIE HSIAO is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"KATHERINE MORROW is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Fall 2009, Spring 2010, Fall 2010, Spring 2013, Spring 2014, Fall 2014, Spring 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 352\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"source_record\":{\"entity_id\":\"73e639b4-409e-3bcd-9211-51eafa19a1b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI/ECE 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