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Her class was interesting and I enjoyed the material. She lacked organization and her grading wasn't fair. She was incredibly picky about small details. I personally think I deserved a higher grade. I think she needs to worry less about small details and worry more about each student's success.\",\"course_id\":\"HDFS 469\",\"date\":\"2012-04-24 23:24:43 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"035161428b7af8f4ce7fa4bc\",\"instructor_id\":\"rmp:1681619\",\"instructor_name\":\"Heather Kirkorian\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMTE0NDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1681619\"},{\"comment\":\"Very disorganized. Grades posted late with no feedback. Will post homework less than 24 hours before due. In class activities for points - which will alter your grade if not complete within the class time. Final grades are put in night before due, not reflective of syllabus or statements made about dropped grades. 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She is extremely knowledgeable and understanding.  She is always open to hearing others thoughts and opinions during class, and if you ever have a problem, need and extension, etc. she is more than willing to help out in any way.\",\"course_id\":\"HDFS 469\",\"date\":\"2008-12-01 10:11:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d0d135277f42cb17a911f9b9\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MDc3OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"Super friendly, approachable, and fun to listen to. Her class was interesting and I enjoyed the material. She lacked organization and her grading wasn't fair. She was incredibly picky about small details. I personally think I deserved a higher grade. 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Always explained in depth about assignments and what was expected of us. Would definitely take a class with her again!\",\"course_id\":\"HDFS 469\",\"date\":\"2017-12-11 15:34:19 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a878b7ee01c9b6e545bb6057\",\"instructor_id\":\"rmp:2037414\",\"instructor_name\":\"Carolyn Liesen\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MTMzMTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2037414\"},{\"comment\":\"Since transitioning to online learning, Polina has only made taking her courses even harder. There are too many assignments to even catch up. Her expectations for these assignments are not always clear and her deadlines are sometimes hard to meet. For example, she posted an assignment and expected students to finish within a day.\",\"course_id\":\"HDFS 469\",\"date\":\"2020-09-17 22:42:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9ef28c65296a02345a53f6c0\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMzNjUwMjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Very disorganized. Grades posted late with no feedback. Will post homework less than 24 hours before due. In class activities for points - which will alter your grade if not complete within the class time. Final grades are put in night before due, not reflective of syllabus or statements made about dropped grades. Would not recommend to anyone.  \",\"course_id\":\"HDFS 469\",\"date\":\"2025-12-22 15:34:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"077cba78cc67af0c8a543be3\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjY2ODMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":3,\"review_ids\":[\"a878b7ee01c9b6e545bb6057\",\"9ef28c65296a02345a53f6c0\",\"077cba78cc67af0c8a543be3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2037414\",\"name\":\"Carolyn Liesen\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Some instructors are praised for clear explanations and in-depth assignment guidance, while others are criticized for unclear expectations and disorganization.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"She really has a passion for her class and wants everyone to do well. Interesting topics, but not the best class I've ever taken. Pretty easy to get an A/AB.\",\"course_id\":\"HDFS 469\",\"date\":\"2008-12-28 12:42:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3b5a5a409b55b01c728bc175\",\"instructor_id\":\"rmp:310040\",\"instructor_name\":\"Jill Steinberg\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE1Mjg3MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/310040\"},{\"comment\":\"Since transitioning to online learning, Polina has only made taking her courses even harder. There are too many assignments to even catch up. Her expectations for these assignments are not always clear and her deadlines are sometimes hard to meet. For example, she posted an assignment and expected students to finish within a day.\",\"course_id\":\"HDFS 469\",\"date\":\"2020-09-17 22:42:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9ef28c65296a02345a53f6c0\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMzNjUwMjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Grading takes forever. Daily in-class assignments that account for about 30% of your grade. No exams, but there are projects and reflections for midterms. Plus one group project where you will probably end up doing all the work. The work isn't hard, just annoying. \",\"course_id\":\"HDFS 469\",\"date\":\"2024-09-08 21:37:43 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"777e479b48906381f09938bb\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NzMxMzQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":3,\"review_ids\":[\"3b5a5a409b55b01c728bc175\",\"9ef28c65296a02345a53f6c0\",\"777e479b48906381f09938bb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"},{\"id\":\"rmp:310040\",\"name\":\"Jill Steinberg\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is described as varying from easy with high grades to overwhelming with too many assignments and tight deadlines.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Super friendly, approachable, and fun to listen to. Her class was interesting and I enjoyed the material. She lacked organization and her grading wasn't fair. She was incredibly picky about small details. I personally think I deserved a higher grade. I think she needs to worry less about small details and worry more about each student's success.\",\"course_id\":\"HDFS 469\",\"date\":\"2012-04-24 23:24:43 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"035161428b7af8f4ce7fa4bc\",\"instructor_id\":\"rmp:1681619\",\"instructor_name\":\"Heather Kirkorian\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMTE0NDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1681619\"},{\"comment\":\"Very disorganized. Grades posted late with no feedback. Will post homework less than 24 hours before due. In class activities for points - which will alter your grade if not complete within the class time. Final grades are put in night before due, not reflective of syllabus or statements made about dropped grades. Would not recommend to anyone.  \",\"course_id\":\"HDFS 469\",\"date\":\"2025-12-22 15:34:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"077cba78cc67af0c8a543be3\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjY2ODMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Grading takes forever. Daily in-class assignments that account for about 30% of your grade. No exams, but there are projects and reflections for midterms. Plus one group project where you will probably end up doing all the work. The work isn't hard, just annoying. \",\"course_id\":\"HDFS 469\",\"date\":\"2024-09-08 21:37:43 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"777e479b48906381f09938bb\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NzMxMzQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":3,\"review_ids\":[\"035161428b7af8f4ce7fa4bc\",\"077cba78cc67af0c8a543be3\",\"777e479b48906381f09938bb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1681619\",\"name\":\"Heather Kirkorian\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Grading is seen as fair by some but unfair and picky by others; feedback is often delayed or lacking.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Kristy is the best professor I have ever had.  She is extremely knowledgeable and understanding.  She is always open to hearing others thoughts and opinions during class, and if you ever have a problem, need and extension, etc. she is more than willing to help out in any way.\",\"course_id\":\"HDFS 469\",\"date\":\"2008-12-01 10:11:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d0d135277f42cb17a911f9b9\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MDc3OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"Super friendly, approachable, and fun to listen to. Her class was interesting and I enjoyed the material. She lacked organization and her grading wasn't fair. She was incredibly picky about small details. I personally think I deserved a higher grade. I think she needs to worry less about small details and worry more about each student's success.\",\"course_id\":\"HDFS 469\",\"date\":\"2012-04-24 23:24:43 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"035161428b7af8f4ce7fa4bc\",\"instructor_id\":\"rmp:1681619\",\"instructor_name\":\"Heather Kirkorian\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMTE0NDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1681619\"},{\"comment\":\"Very disorganized. Grades posted late with no feedback. Will post homework less than 24 hours before due. In class activities for points - which will alter your grade if not complete within the class time. Final grades are put in night before due, not reflective of syllabus or statements made about dropped grades. Would not recommend to anyone.  \",\"course_id\":\"HDFS 469\",\"date\":\"2025-12-22 15:34:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"077cba78cc67af0c8a543be3\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjY2ODMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":3,\"review_ids\":[\"d0d135277f42cb17a911f9b9\",\"035161428b7af8f4ce7fa4bc\",\"077cba78cc67af0c8a543be3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1073677\",\"name\":\"Kristy Burkholder\"},{\"id\":\"rmp:1681619\",\"name\":\"Heather Kirkorian\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors range from highly organized and supportive to disorganized with late grade postings and last-minute homework.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Kristy is the best professor I have ever had.  She is extremely knowledgeable and understanding.  She is always open to hearing others thoughts and opinions during class, and if you ever have a problem, need and extension, etc. she is more than willing to help out in any way.\",\"course_id\":\"HDFS 469\",\"date\":\"2008-12-01 10:11:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d0d135277f42cb17a911f9b9\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MDc3OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"I looked forward to coming to this class. Heather is great.\",\"course_id\":\"HDFS 469\",\"date\":\"2012-05-01 13:02:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"9acc53327f85229425b7fa36\",\"instructor_id\":\"rmp:1681619\",\"instructor_name\":\"Heather Kirkorian\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMTYzOTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1681619\"},{\"comment\":\"Professor Levchenko gave interesting and informative lectures. A lot of work is assigned but I never opened my textbook and still ended with over 100% in the course. Assignments don't take long, she just wants to see an effort. I truly enjoyed the course. Overall, I think she would be a better professor in person, but I would still recommend her.\",\"course_id\":\"HDFS 469\",\"date\":\"2021-05-14 16:37:58 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"99e9eb760ae8eac0794a4079\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0NzkzMjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":3,\"review_ids\":[\"d0d135277f42cb17a911f9b9\",\"9acc53327f85229425b7fa36\",\"99e9eb760ae8eac0794a4079\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1073677\",\"name\":\"Kristy Burkholder\"},{\"id\":\"rmp:1681619\",\"name\":\"Heather Kirkorian\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2008\"},\"sentiment\":\"positive\",\"summary\":\"Many students enjoyed the interesting topics and found instructors passionate and approachable, though experiences varied significantly by instructor.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_215d003d56fbaa10ddadbf86","course_id":"HDFS 469","catalog_version_id":"25e07a50327f252bf3db5a455be68fc51a53c3ec27e641f161d623e56256024d","record_version_id":"ac4dcecee507db191e51d222ccefbdbd399205bcab368830c1345f35c7771453","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c89b10fee4a77dcb308063cc4799214845894b51c25f80d322ee23b734182dba","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"8e1cf9c87046d71cfd7250ecbd2629b8e40c2af259359f593e2a06eea03e8104\",\"course_id\":\"HDFS 469\",\"current_instructors\":[{\"instructor_uid\":\"instructor_986a134cc813c9d02d31c373\",\"message\":\"No course-specific reviews available\",\"name\":\"Andrea Buhler\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.84 GPA, 91.9% A/AB (n=37 letter grades); Spring 2025: 3.74 GPA, 94.4% A/AB (n=36 letter grades); Spring 2026: 3.81 GPA, 89.7% A/AB (n=39 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_1457c73f2e62943db23f68b4\",\"message\":\"No course-specific reviews available\",\"name\":\"Prudence Yokonia\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"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\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.68 GPA, 86.6% A/AB (n=67 letter grades); Fall 2025: 3.64 GPA, 84.8% A/AB (n=33 letter grades); Spring 2026: 3.81 GPA, 89.7% A/AB (n=39 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ANDREA BUHLER is recorded teaching in Fall 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"CAROLYN LIESEN is recorded teaching in Fall 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"}],\"text\":\"HEATHER KIRKORIAN is recorded teaching in Fall 2010, Spring 2011, Spring 2012, Fall 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"}],\"text\":\"JILL STEINBERG is recorded teaching in Fall 2006, Fall 2007, Fall 2008. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"KRISTY ANN BURKHOLDER is recorded teaching in Spring 2007, Spring 2008, Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"HDFS 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469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"POLINA LEVCHENKO is recorded teaching in Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_215d003d56fbaa10ddadbf86","course_id":"HDFS 469","catalog_version_id":"25e07a50327f252bf3db5a455be68fc51a53c3ec27e641f161d623e56256024d","record_version_id":"ac4dcecee507db191e51d222ccefbdbd399205bcab368830c1345f35c7771453","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0c9225077942dcdca8741b4141bf7e63753323cb9a66a90600315ec84d6d7339","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_215d003d56fbaa10ddadbf86","course_id":"HDFS 469","catalog_version_id":"25e07a50327f252bf3db5a455be68fc51a53c3ec27e641f161d623e56256024d","record_version_id":"ac4dcecee507db191e51d222ccefbdbd399205bcab368830c1345f35c7771453","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0c9225077942dcdca8741b4141bf7e63753323cb9a66a90600315ec84d6d7339","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"child socialization family community\",\"HDFS 469 young child influences\",\"family socialization processes child\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"HDFS 469\",\"field\":\"description\",\"quote\":\"Interaction of child in socialization settings, especially the family; socialization processes in the social system of child-family-community.\"}],\"text\":\"Examines child interaction in socialization settings, focusing on family and community socialization processes.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"HDFS 469\",\"field\":\"description\",\"quote\":\"Interaction of child in socialization settings, especially the family\"}],\"text\":\"Child interaction in socialization settings\"},{\"evidence\":[{\"course_id\":\"HDFS 469\",\"field\":\"description\",\"quote\":\"socialization processes in the social system of child-family-community\"}],\"text\":\"Socialization processes in the child-family-community system\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_215d003d56fbaa10ddadbf86","course_id":"HDFS 469","catalog_version_id":"25e07a50327f252bf3db5a455be68fc51a53c3ec27e641f161d623e56256024d","record_version_id":"ac4dcecee507db191e51d222ccefbdbd399205bcab368830c1345f35c7771453","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0c9225077942dcdca8741b4141bf7e63753323cb9a66a90600315ec84d6d7339","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Made lectures fun and relatable. Always explained in depth about assignments and what was expected of us. Would definitely take a class with her again!\",\"course_id\":\"HDFS 469\",\"date\":\"2017-12-11 15:34:19 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a878b7ee01c9b6e545bb6057\",\"instructor_id\":\"rmp:2037414\",\"instructor_name\":\"Carolyn Liesen\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MTMzMTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2037414\"},{\"comment\":\"Since transitioning to online learning, Polina has only made taking her courses even harder. There are too many assignments to even catch up. Her expectations for these assignments are not always clear and her deadlines are sometimes hard to meet. For example, she posted an assignment and expected students to finish within a day.\",\"course_id\":\"HDFS 469\",\"date\":\"2020-09-17 22:42:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9ef28c65296a02345a53f6c0\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMzNjUwMjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Very disorganized. Grades posted late with no feedback. Will post homework less than 24 hours before due. In class activities for points - which will alter your grade if not complete within the class time. Final grades are put in night before due, not reflective of syllabus or statements made about dropped grades. Would not recommend to anyone.  \",\"course_id\":\"HDFS 469\",\"date\":\"2025-12-22 15:34:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"077cba78cc67af0c8a543be3\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjY2ODMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":3,\"review_ids\":[\"a878b7ee01c9b6e545bb6057\",\"9ef28c65296a02345a53f6c0\",\"077cba78cc67af0c8a543be3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2037414\",\"name\":\"Carolyn Liesen\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Some instructors are praised for clear explanations and in-depth assignment guidance, while others are criticized for unclear expectations and disorganization.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"She really has a passion for her class and wants everyone to do well. Interesting topics, but not the best class I've ever taken. Pretty easy to get an A/AB.\",\"course_id\":\"HDFS 469\",\"date\":\"2008-12-28 12:42:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3b5a5a409b55b01c728bc175\",\"instructor_id\":\"rmp:310040\",\"instructor_name\":\"Jill Steinberg\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE1Mjg3MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/310040\"},{\"comment\":\"Since transitioning to online learning, Polina has only made taking her courses even harder. There are too many assignments to even catch up. Her expectations for these assignments are not always clear and her deadlines are sometimes hard to meet. For example, she posted an assignment and expected students to finish within a day.\",\"course_id\":\"HDFS 469\",\"date\":\"2020-09-17 22:42:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9ef28c65296a02345a53f6c0\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTMzNjUwMjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Grading takes forever. Daily in-class assignments that account for about 30% of your grade. No exams, but there are projects and reflections for midterms. Plus one group project where you will probably end up doing all the work. The work isn't hard, just annoying. \",\"course_id\":\"HDFS 469\",\"date\":\"2024-09-08 21:37:43 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"777e479b48906381f09938bb\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NzMxMzQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":3,\"review_ids\":[\"3b5a5a409b55b01c728bc175\",\"9ef28c65296a02345a53f6c0\",\"777e479b48906381f09938bb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"},{\"id\":\"rmp:310040\",\"name\":\"Jill Steinberg\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is described as varying from easy with high grades to overwhelming with too many assignments and tight deadlines.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Super friendly, approachable, and fun to listen to. Her class was interesting and I enjoyed the material. She lacked organization and her grading wasn't fair. She was incredibly picky about small details. I personally think I deserved a higher grade. I think she needs to worry less about small details and worry more about each student's success.\",\"course_id\":\"HDFS 469\",\"date\":\"2012-04-24 23:24:43 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"035161428b7af8f4ce7fa4bc\",\"instructor_id\":\"rmp:1681619\",\"instructor_name\":\"Heather Kirkorian\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMTE0NDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1681619\"},{\"comment\":\"Very disorganized. Grades posted late with no feedback. Will post homework less than 24 hours before due. In class activities for points - which will alter your grade if not complete within the class time. Final grades are put in night before due, not reflective of syllabus or statements made about dropped grades. Would not recommend to anyone.  \",\"course_id\":\"HDFS 469\",\"date\":\"2025-12-22 15:34:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"077cba78cc67af0c8a543be3\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjY2ODMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Grading takes forever. Daily in-class assignments that account for about 30% of your grade. No exams, but there are projects and reflections for midterms. Plus one group project where you will probably end up doing all the work. The work isn't hard, just annoying. \",\"course_id\":\"HDFS 469\",\"date\":\"2024-09-08 21:37:43 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"777e479b48906381f09938bb\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NzMxMzQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":3,\"review_ids\":[\"035161428b7af8f4ce7fa4bc\",\"077cba78cc67af0c8a543be3\",\"777e479b48906381f09938bb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1681619\",\"name\":\"Heather Kirkorian\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Grading is seen as fair by some but unfair and picky by others; feedback is often delayed or lacking.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Kristy is the best professor I have ever had.  She is extremely knowledgeable and understanding.  She is always open to hearing others thoughts and opinions during class, and if you ever have a problem, need and extension, etc. she is more than willing to help out in any way.\",\"course_id\":\"HDFS 469\",\"date\":\"2008-12-01 10:11:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d0d135277f42cb17a911f9b9\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MDc3OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"Super friendly, approachable, and fun to listen to. Her class was interesting and I enjoyed the material. She lacked organization and her grading wasn't fair. She was incredibly picky about small details. I personally think I deserved a higher grade. I think she needs to worry less about small details and worry more about each student's success.\",\"course_id\":\"HDFS 469\",\"date\":\"2012-04-24 23:24:43 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"035161428b7af8f4ce7fa4bc\",\"instructor_id\":\"rmp:1681619\",\"instructor_name\":\"Heather Kirkorian\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwMTE0NDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1681619\"},{\"comment\":\"Very disorganized. Grades posted late with no feedback. Will post homework less than 24 hours before due. In class activities for points - which will alter your grade if not complete within the class time. Final grades are put in night before due, not reflective of syllabus or statements made about dropped grades. Would not recommend to anyone.  \",\"course_id\":\"HDFS 469\",\"date\":\"2025-12-22 15:34:52 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"077cba78cc67af0c8a543be3\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjY2ODMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":3,\"review_ids\":[\"d0d135277f42cb17a911f9b9\",\"035161428b7af8f4ce7fa4bc\",\"077cba78cc67af0c8a543be3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1073677\",\"name\":\"Kristy Burkholder\"},{\"id\":\"rmp:1681619\",\"name\":\"Heather Kirkorian\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors range from highly organized and supportive to disorganized with late grade postings and last-minute homework.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Kristy is the best professor I have ever had.  She is extremely knowledgeable and understanding.  She is always open to hearing others thoughts and opinions during class, and if you ever have a problem, need and extension, etc. she is more than willing to help out in any way.\",\"course_id\":\"HDFS 469\",\"date\":\"2008-12-01 10:11:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d0d135277f42cb17a911f9b9\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MDc3OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"I looked forward to coming to this class. Heather is great.\",\"course_id\":\"HDFS 469\",\"date\":\"2012-05-01 13:02:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"9acc53327f85229425b7fa36\",\"instructor_id\":\"rmp:1681619\",\"instructor_name\":\"Heather Kirkorian\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMTYzOTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1681619\"},{\"comment\":\"Professor Levchenko gave interesting and informative lectures. A lot of work is assigned but I never opened my textbook and still ended with over 100% in the course. Assignments don't take long, she just wants to see an effort. I truly enjoyed the course. Overall, I think she would be a better professor in person, but I would still recommend her.\",\"course_id\":\"HDFS 469\",\"date\":\"2021-05-14 16:37:58 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"99e9eb760ae8eac0794a4079\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0NzkzMjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":3,\"review_ids\":[\"d0d135277f42cb17a911f9b9\",\"9acc53327f85229425b7fa36\",\"99e9eb760ae8eac0794a4079\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1073677\",\"name\":\"Kristy Burkholder\"},{\"id\":\"rmp:1681619\",\"name\":\"Heather Kirkorian\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2008\"},\"sentiment\":\"positive\",\"summary\":\"Many students enjoyed the interesting topics and found instructors passionate and approachable, though experiences varied significantly by instructor.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_215d003d56fbaa10ddadbf86","course_id":"HDFS 469","catalog_version_id":"25e07a50327f252bf3db5a455be68fc51a53c3ec27e641f161d623e56256024d","record_version_id":"ac4dcecee507db191e51d222ccefbdbd399205bcab368830c1345f35c7771453","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0c9225077942dcdca8741b4141bf7e63753323cb9a66a90600315ec84d6d7339","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"8e1cf9c87046d71cfd7250ecbd2629b8e40c2af259359f593e2a06eea03e8104\",\"course_id\":\"HDFS 469\",\"current_instructors\":[{\"instructor_uid\":\"instructor_986a134cc813c9d02d31c373\",\"message\":\"No course-specific reviews available\",\"name\":\"Andrea Buhler\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.84 GPA, 91.9% A/AB (n=37 letter grades); Spring 2025: 3.74 GPA, 94.4% A/AB (n=36 letter grades); Spring 2026: 3.81 GPA, 89.7% A/AB (n=39 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_1457c73f2e62943db23f68b4\",\"message\":\"No course-specific reviews available\",\"name\":\"Prudence Yokonia\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-09-17 22:42:56 +0000 UTC\",\"review_id\":\"9ef28c65296a02345a53f6c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzNjUwMjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2024-09-08 21:37:43 +0000 UTC\",\"review_id\":\"777e479b48906381f09938bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM5NzMxMzQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Historical reviews of Polina Levchenko: Students report a heavy volume of daily in-class assignments and projects that are time-consuming and difficult to track, with some finding the workload annoying despite the material not being academically hard.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-09-17 22:42:56 +0000 UTC\",\"review_id\":\"9ef28c65296a02345a53f6c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzNjUwMjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2021-05-14 16:37:58 +0000 UTC\",\"review_id\":\"99e9eb760ae8eac0794a4079\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM0NzkzMjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2024-09-08 21:37:43 +0000 UTC\",\"review_id\":\"777e479b48906381f09938bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM5NzMxMzQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2025-12-22 15:34:52 +0000 UTC\",\"review_id\":\"077cba78cc67af0c8a543be3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQyMjY2ODMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Historical reviews of Polina Levchenko: Polina Levchenko's reviews are polarized, with students citing disorganization, unclear deadlines, and late grading as major concerns. Conversely, others found her lectures interesting and assignments manageable, noting she values effort over textbook usage.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-09-17 22:42:56 +0000 UTC\",\"review_id\":\"9ef28c65296a02345a53f6c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzNjUwMjUz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2025-12-22 15:34:52 +0000 UTC\",\"review_id\":\"077cba78cc67af0c8a543be3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQyMjY2ODMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Historical reviews of Polina Levchenko: Recent reviews of Polina Levchenko describe a frustrating experience marked by disorganization, unclear expectations, and excessive workload, with students reporting late grades and insufficient feedback.\"},{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.68 GPA, 86.6% A/AB (n=67 letter grades); Fall 2025: 3.64 GPA, 84.8% A/AB (n=33 letter grades); Spring 2026: 3.81 GPA, 89.7% A/AB (n=39 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Heather Kirkorian\",\"review_date\":\"2012-04-24 23:24:43 +0000 UTC\",\"review_id\":\"035161428b7af8f4ce7fa4bc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1681619\",\"source_review_id\":\"UmF0aW5nLTIwMTE0NDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1681619\",\"type\":\"review\"},{\"instructor_name\":\"Carolyn Liesen\",\"review_date\":\"2017-12-11 15:34:19 +0000 UTC\",\"review_id\":\"a878b7ee01c9b6e545bb6057\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2037414\",\"source_review_id\":\"UmF0aW5nLTI5MTMzMTA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2037414\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2021-05-14 16:37:58 +0000 UTC\",\"review_id\":\"99e9eb760ae8eac0794a4079\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM0NzkzMjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Historical reviews highlight engaging lectures and clear explanations from past instructors, though some students found grading unfair or overly focused on minor details rather than overall success.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ANDREA BUHLER is recorded teaching in Fall 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"CAROLYN LIESEN is recorded teaching in Fall 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"}],\"text\":\"HEATHER KIRKORIAN is recorded teaching in Fall 2010, Spring 2011, Spring 2012, Fall 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"}],\"text\":\"JILL STEINBERG is recorded teaching in Fall 2006, Fall 2007, Fall 2008. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"}],\"text\":\"KRISTY ANN BURKHOLDER is recorded teaching in Spring 2007, Spring 2008, Fall 2009. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 469\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"source_record\":{\"entity_id\":\"07440f0a-e0d6-3a87-ba1e-18262f8c894e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"POLINA LEVCHENKO is recorded teaching in Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"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":true}]