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Stace is incompetent. Makes the syllabus up as she goes, and offers minimal help. When I asked about partial credit on an assignment she didnt tell us about but had in the syllabus , she pinched her fingers and said thats how much partial credit I would receive.\",\"course_id\":\"HDFS 474\",\"date\":\"2017-12-28 13:59:30 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c02601db36fa76197c721f1e\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzUwNjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"Grading instructions not clear or consistent, but a fairly easy class. 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I often wrote things that were well written but she took off points because it wasn't her style with no clarification. was an interesting class and I learned a lot, but was frustrated by the way the class ran.\",\"course_id\":\"HDFS 474\",\"date\":\"2018-04-04 06:41:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d90445b7b871bd1b74c91046\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5NzM5MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"Polina is kind of awful. Provided a syllabus with most assignment details and due dates TBD, then would magically bring them up as if we knew what she was talking about a week before they were due. Took attendance, but then didn't allow any lecture material to be used on the exams. Once we went online, she started giving us MORE group work.\",\"course_id\":\"HDFS 474\",\"date\":\"2020-04-18 21:29:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1f6740f15935c3be3c810215\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMDgyODQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Polina is a nice person, but her ability to teach as a professor is mediocre at best. Given that we transitioned to online courses half way through the semester, she instituted MORE group work. Her feedback is minimal and largely unhelpful and I find that she lacks the ability to make useful changes to her courses from one semester to the next.\",\"course_id\":\"HDFS 474\",\"date\":\"2020-06-11 16:57:46 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9230d342c98e2cdaf929e2ce\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzNDI3NzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Sometimes instructions weren't clear. There are a lot of group discussions in the class but I don't think it's too bad. There are a couple papers and a group project but I think it's doable. Would recommend taking her classes in person because they are more manageable as her online courses look like it required a lot more work compared to in person\",\"course_id\":\"HDFS 474\",\"date\":\"2022-05-06 07:44:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"84bf1764b5e5b608e0b514a9\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2MjYyNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"The class is very tedious and the syllabus is confusing since most of the assignments have changing or no due dates. She brings up assignments in class and topics as we know what she is talking about but most of us were constantly confused about the class. It is an easy A if you go to class and participate when you can\",\"course_id\":\"HDFS 474\",\"date\":\"2023-11-28 15:38:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"00ddf6eb564547364159e3f2\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Bad communication, many things are unclear and grading takes FOREVER. Easy A but brutal to sit through. She also won't allow students to do work early as she posts papers a day or two before they're due. Not a fan of either class taken with her. Re-uses all her resources and has the same assignments across all of her classes. \",\"course_id\":\"HDFS 474\",\"date\":\"2024-05-08 05:34:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"41691587e1889387304519bb\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"She will post material literally less than 24 hours before you need to have it done and you have an in class assignment every class which is worth most of your grade. Instructions are sometimes unclear. Easy class and interesting topic overall. Good luck if you have a job or commitments cause you will not have time to do any of the class work. \",\"course_id\":\"HDFS 474\",\"date\":\"2025-11-18 23:29:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d6edc97c2bc849da7c5c911f\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"This prof is just so bad. The class is super boring, no one pays attention at all. You do have to go for credit tho bc attendance is taken. Projects, assignments and homework is given last minute and not mentioned before- but easily graded. Prof never responds to email or anything. Easy A but a waste of time and just sooooo boring\",\"course_id\":\"HDFS 474\",\"date\":\"2026-04-23 18:13:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f686baeabd04ded9a4ac5bc0\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":10,\"review_ids\":[\"c02601db36fa76197c721f1e\",\"f6906428d01f461837856b79\",\"d90445b7b871bd1b74c91046\",\"1f6740f15935c3be3c810215\",\"9230d342c98e2cdaf929e2ce\",\"84bf1764b5e5b608e0b514a9\",\"00ddf6eb564547364159e3f2\",\"41691587e1889387304519bb\",\"d6edc97c2bc849da7c5c911f\",\"f686baeabd04ded9a4ac5bc0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2328913\",\"name\":\"Stace Rierson\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Instructors often have unclear instructions, inconsistent grading, and poor communication regarding deadlines and syllabus details.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"She was the worst teacher I have ever had. She does and says something and will do the opposite, she will penalize you if she doesn't agree with your point.  She should never have been hired as a teacher. Her class is easy but she is absolutely miserable. She ruined ethnic studies for me.\",\"course_id\":\"HDFS 474\",\"date\":\"2012-09-19 14:07:33 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a33b381dd17972f5a0ce7de2\",\"instructor_id\":\"rmp:1638844\",\"instructor_name\":\"Dondieneita Fleary-Simmons\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIwNjUxNjM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1638844\"},{\"comment\":\"She says class isn't mandatory but there are discussion activities once a week that really impact your grade so you'll want to make sure you go. The class is very lecture heavy and she takes a very historical route to teaching the topics. Papers are graded kind of tough but expectations are clearly outlined. Online quizzes can be tricky.\",\"course_id\":\"HDFS 474\",\"date\":\"2016-05-28 12:55:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f10ec7a9ffcf9cf32c151656\",\"instructor_id\":\"rmp:2149169\",\"instructor_name\":\"Lauren Lewis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NjY1MDU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\"},{\"comment\":\"Lauren is an amazing professor. I find myself frequently referencing the things she taught in her class. She teaches in a way that promotes long term retention of the knowledge. She is also very caring and personable -- the type of professor you'd want to be friends with. She's an overall great person.\",\"course_id\":\"HDFS 474\",\"date\":\"2017-09-07 15:24:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2d6a53e4b45ab13148a3d23b\",\"instructor_id\":\"rmp:2149169\",\"instructor_name\":\"Lauren Lewis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4NjYzMzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\"},{\"comment\":\"Dr. Levchenko genuinely cares about her students and wants to see students succeed. She makes herself readily available to students and has given extensions on assignments on a few occasions. She assigned a lot of readings, but primarily is focused on ensuring that students demonstrate that they've thought about the material in-depth.\",\"course_id\":\"HDFS 474\",\"date\":\"2020-04-09 01:29:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"818bd89f19ce717d6f8efd71\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMDM3MTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":4,\"review_ids\":[\"a33b381dd17972f5a0ce7de2\",\"f10ec7a9ffcf9cf32c151656\",\"2d6a53e4b45ab13148a3d23b\",\"818bd89f19ce717d6f8efd71\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1638844\",\"name\":\"Dondieneita Fleary-Simmons\"},{\"id\":\"rmp:2149169\",\"name\":\"Lauren Lewis\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Experiences vary wildly by instructor; some are praised for being caring and effective, while others are described as incompetent or miserable.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"She says class isn't mandatory but there are discussion activities once a week that really impact your grade so you'll want to make sure you go. The class is very lecture heavy and she takes a very historical route to teaching the topics. Papers are graded kind of tough but expectations are clearly outlined. Online quizzes can be tricky.\",\"course_id\":\"HDFS 474\",\"date\":\"2016-05-28 12:55:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f10ec7a9ffcf9cf32c151656\",\"instructor_id\":\"rmp:2149169\",\"instructor_name\":\"Lauren Lewis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NjY1MDU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\"},{\"comment\":\"Easy class, but take it with a different professor. Stace is incompetent. Makes the syllabus up as she goes, and offers minimal help. When I asked about partial credit on an assignment she didnt tell us about but had in the syllabus , she pinched her fingers and said thats how much partial credit I would receive.\",\"course_id\":\"HDFS 474\",\"date\":\"2017-12-28 13:59:30 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c02601db36fa76197c721f1e\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzUwNjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"Grading instructions not clear or consistent, but a fairly easy class. Interesting topics, but I would take with a different professor, if given the chance.\",\"course_id\":\"HDFS 474\",\"date\":\"2018-01-09 17:39:28 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f6906428d01f461837856b79\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5NDIyOTA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"The class is very tedious and the syllabus is confusing since most of the assignments have changing or no due dates. She brings up assignments in class and topics as we know what she is talking about but most of us were constantly confused about the class. It is an easy A if you go to class and participate when you can\",\"course_id\":\"HDFS 474\",\"date\":\"2023-11-28 15:38:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"00ddf6eb564547364159e3f2\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Bad communication, many things are unclear and grading takes FOREVER. Easy A but brutal to sit through. She also won't allow students to do work early as she posts papers a day or two before they're due. Not a fan of either class taken with her. Re-uses all her resources and has the same assignments across all of her classes. \",\"course_id\":\"HDFS 474\",\"date\":\"2024-05-08 05:34:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"41691587e1889387304519bb\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"She will post material literally less than 24 hours before you need to have it done and you have an in class assignment every class which is worth most of your grade. Instructions are sometimes unclear. Easy class and interesting topic overall. Good luck if you have a job or commitments cause you will not have time to do any of the class work. \",\"course_id\":\"HDFS 474\",\"date\":\"2025-11-18 23:29:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d6edc97c2bc849da7c5c911f\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"This prof is just so bad. The class is super boring, no one pays attention at all. You do have to go for credit tho bc attendance is taken. Projects, assignments and homework is given last minute and not mentioned before- but easily graded. Prof never responds to email or anything. Easy A but a waste of time and just sooooo boring\",\"course_id\":\"HDFS 474\",\"date\":\"2026-04-23 18:13:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f686baeabd04ded9a4ac5bc0\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":7,\"review_ids\":[\"f10ec7a9ffcf9cf32c151656\",\"c02601db36fa76197c721f1e\",\"f6906428d01f461837856b79\",\"00ddf6eb564547364159e3f2\",\"41691587e1889387304519bb\",\"d6edc97c2bc849da7c5c911f\",\"f686baeabd04ded9a4ac5bc0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2149169\",\"name\":\"Lauren Lewis\"},{\"id\":\"rmp:2328913\",\"name\":\"Stace Rierson\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The class is generally considered easy with an easy A, but requires consistent attendance and participation in discussions or quizzes.\"}]}","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_0dbc849ae691e66884d6c49d","course_id":"HDFS 474","catalog_version_id":"da0bfd9d848bf4514a18027c694d176bc7bffdb55b5c6c3b63a5c5f1943e875b","record_version_id":"b69b6d22e7d52e4f04daf2e6209a8ec6f1d31af1ac943648e35b8c678f8630db","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9883ac0fd70386da85b7e8bb16a7536c05011d1fa18498a732ea46b56103b7a8","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"432d9d71f35fa4d1634e8ca30015d08b7623b091339a693ccddac09b8d60e614\",\"course_id\":\"HDFS 474\",\"current_instructors\":[{\"instructor_uid\":\"instructor_f43285df8032592dde7aa2f8\",\"message\":\"Summary generation failed\",\"name\":\"Polina Levchenko\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2442060\",\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.74 GPA, 88.5% A/AB (n=78 letter grades); Fall 2025: 3.79 GPA, 92.3% A/AB (n=39 letter grades); Spring 2026: 3.38 GPA, 74.4% A/AB (n=39 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_f43285df8032592dde7aa2f8\",\"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\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.74 GPA, 88.5% A/AB (n=78 letter grades); Fall 2025: 3.79 GPA, 92.3% A/AB (n=39 letter grades); Spring 2026: 3.38 GPA, 74.4% A/AB (n=39 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"DONDIENEITA FLEARY-SIMMONS is recorded teaching in Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"LAUREN LEWIS is recorded teaching in Spring 2016, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"HDFS 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474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"POLINA LEVCHENKO is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, 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, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"STACY RIERSON is recorded teaching in Fall 2017, 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":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_f43285df8032592dde7aa2f8\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0dbc849ae691e66884d6c49d","course_id":"HDFS 474","catalog_version_id":"da0bfd9d848bf4514a18027c694d176bc7bffdb55b5c6c3b63a5c5f1943e875b","record_version_id":"b69b6d22e7d52e4f04daf2e6209a8ec6f1d31af1ac943648e35b8c678f8630db","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"d27b46a228898563455fbd00fb9c8d2d3ee9a0d56fe9b59d87456d6cfff16f8d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_0dbc849ae691e66884d6c49d","course_id":"HDFS 474","catalog_version_id":"da0bfd9d848bf4514a18027c694d176bc7bffdb55b5c6c3b63a5c5f1943e875b","record_version_id":"b69b6d22e7d52e4f04daf2e6209a8ec6f1d31af1ac943648e35b8c678f8630db","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"d27b46a228898563455fbd00fb9c8d2d3ee9a0d56fe9b59d87456d6cfff16f8d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"family diversity race ethnicity\",\"biculturalism social contexts\",\"immigration socio-political conditions\",\"human development racial ethnic groups\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"HDFS 474\",\"field\":\"description\",\"quote\":\"Examines the diversity of family life and human development across and within racial ethnic groups in the United States\"}],\"text\":\"Examines family diversity and human development across racial and ethnic groups in the U.S., shaped by culture, history, and socio-political contexts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"HDFS 474\",\"field\":\"description\",\"quote\":\"diversity of family life and human development across and within racial ethnic groups\"}],\"text\":\"Family life and human development across racial and ethnic groups\"},{\"evidence\":[{\"course_id\":\"HDFS 474\",\"field\":\"description\",\"quote\":\"shaped by race, ethnicity, culture, biculturalism\"}],\"text\":\"Race, ethnicity, culture, and biculturalism\"},{\"evidence\":[{\"course_id\":\"HDFS 474\",\"field\":\"description\",\"quote\":\"social contexts of history, economics, immigration, and socio-political conditions\"}],\"text\":\"Social contexts including history, economics, immigration, and socio-political conditions\"}]}","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_0dbc849ae691e66884d6c49d","course_id":"HDFS 474","catalog_version_id":"da0bfd9d848bf4514a18027c694d176bc7bffdb55b5c6c3b63a5c5f1943e875b","record_version_id":"b69b6d22e7d52e4f04daf2e6209a8ec6f1d31af1ac943648e35b8c678f8630db","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"d27b46a228898563455fbd00fb9c8d2d3ee9a0d56fe9b59d87456d6cfff16f8d","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Easy class, but take it with a different professor. Stace is incompetent. Makes the syllabus up as she goes, and offers minimal help. When I asked about partial credit on an assignment she didnt tell us about but had in the syllabus , she pinched her fingers and said thats how much partial credit I would receive.\",\"course_id\":\"HDFS 474\",\"date\":\"2017-12-28 13:59:30 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c02601db36fa76197c721f1e\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzUwNjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"Grading instructions not clear or consistent, but a fairly easy class. Interesting topics, but I would take with a different professor, if given the chance.\",\"course_id\":\"HDFS 474\",\"date\":\"2018-01-09 17:39:28 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f6906428d01f461837856b79\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5NDIyOTA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"My biggest problem with the class was the her grading was inconsistent. She took off points for anything not written in her writing style. I often wrote things that were well written but she took off points because it wasn't her style with no clarification. was an interesting class and I learned a lot, but was frustrated by the way the class ran.\",\"course_id\":\"HDFS 474\",\"date\":\"2018-04-04 06:41:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d90445b7b871bd1b74c91046\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5NzM5MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"Polina is kind of awful. Provided a syllabus with most assignment details and due dates TBD, then would magically bring them up as if we knew what she was talking about a week before they were due. Took attendance, but then didn't allow any lecture material to be used on the exams. Once we went online, she started giving us MORE group work.\",\"course_id\":\"HDFS 474\",\"date\":\"2020-04-18 21:29:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1f6740f15935c3be3c810215\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMDgyODQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Polina is a nice person, but her ability to teach as a professor is mediocre at best. Given that we transitioned to online courses half way through the semester, she instituted MORE group work. Her feedback is minimal and largely unhelpful and I find that she lacks the ability to make useful changes to her courses from one semester to the next.\",\"course_id\":\"HDFS 474\",\"date\":\"2020-06-11 16:57:46 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9230d342c98e2cdaf929e2ce\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzNDI3NzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Sometimes instructions weren't clear. There are a lot of group discussions in the class but I don't think it's too bad. There are a couple papers and a group project but I think it's doable. Would recommend taking her classes in person because they are more manageable as her online courses look like it required a lot more work compared to in person\",\"course_id\":\"HDFS 474\",\"date\":\"2022-05-06 07:44:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"84bf1764b5e5b608e0b514a9\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2MjYyNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"The class is very tedious and the syllabus is confusing since most of the assignments have changing or no due dates. She brings up assignments in class and topics as we know what she is talking about but most of us were constantly confused about the class. It is an easy A if you go to class and participate when you can\",\"course_id\":\"HDFS 474\",\"date\":\"2023-11-28 15:38:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"00ddf6eb564547364159e3f2\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Bad communication, many things are unclear and grading takes FOREVER. Easy A but brutal to sit through. She also won't allow students to do work early as she posts papers a day or two before they're due. Not a fan of either class taken with her. Re-uses all her resources and has the same assignments across all of her classes. \",\"course_id\":\"HDFS 474\",\"date\":\"2024-05-08 05:34:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"41691587e1889387304519bb\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"She will post material literally less than 24 hours before you need to have it done and you have an in class assignment every class which is worth most of your grade. Instructions are sometimes unclear. Easy class and interesting topic overall. Good luck if you have a job or commitments cause you will not have time to do any of the class work. \",\"course_id\":\"HDFS 474\",\"date\":\"2025-11-18 23:29:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d6edc97c2bc849da7c5c911f\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"This prof is just so bad. The class is super boring, no one pays attention at all. You do have to go for credit tho bc attendance is taken. Projects, assignments and homework is given last minute and not mentioned before- but easily graded. Prof never responds to email or anything. Easy A but a waste of time and just sooooo boring\",\"course_id\":\"HDFS 474\",\"date\":\"2026-04-23 18:13:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f686baeabd04ded9a4ac5bc0\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":10,\"review_ids\":[\"c02601db36fa76197c721f1e\",\"f6906428d01f461837856b79\",\"d90445b7b871bd1b74c91046\",\"1f6740f15935c3be3c810215\",\"9230d342c98e2cdaf929e2ce\",\"84bf1764b5e5b608e0b514a9\",\"00ddf6eb564547364159e3f2\",\"41691587e1889387304519bb\",\"d6edc97c2bc849da7c5c911f\",\"f686baeabd04ded9a4ac5bc0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2328913\",\"name\":\"Stace Rierson\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Instructors often have unclear instructions, inconsistent grading, and poor communication regarding deadlines and syllabus details.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"She was the worst teacher I have ever had. She does and says something and will do the opposite, she will penalize you if she doesn't agree with your point.  She should never have been hired as a teacher. Her class is easy but she is absolutely miserable. She ruined ethnic studies for me.\",\"course_id\":\"HDFS 474\",\"date\":\"2012-09-19 14:07:33 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a33b381dd17972f5a0ce7de2\",\"instructor_id\":\"rmp:1638844\",\"instructor_name\":\"Dondieneita Fleary-Simmons\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIwNjUxNjM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1638844\"},{\"comment\":\"She says class isn't mandatory but there are discussion activities once a week that really impact your grade so you'll want to make sure you go. The class is very lecture heavy and she takes a very historical route to teaching the topics. Papers are graded kind of tough but expectations are clearly outlined. Online quizzes can be tricky.\",\"course_id\":\"HDFS 474\",\"date\":\"2016-05-28 12:55:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f10ec7a9ffcf9cf32c151656\",\"instructor_id\":\"rmp:2149169\",\"instructor_name\":\"Lauren Lewis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NjY1MDU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\"},{\"comment\":\"Lauren is an amazing professor. I find myself frequently referencing the things she taught in her class. She teaches in a way that promotes long term retention of the knowledge. She is also very caring and personable -- the type of professor you'd want to be friends with. She's an overall great person.\",\"course_id\":\"HDFS 474\",\"date\":\"2017-09-07 15:24:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2d6a53e4b45ab13148a3d23b\",\"instructor_id\":\"rmp:2149169\",\"instructor_name\":\"Lauren Lewis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4NjYzMzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\"},{\"comment\":\"Dr. Levchenko genuinely cares about her students and wants to see students succeed. She makes herself readily available to students and has given extensions on assignments on a few occasions. She assigned a lot of readings, but primarily is focused on ensuring that students demonstrate that they've thought about the material in-depth.\",\"course_id\":\"HDFS 474\",\"date\":\"2020-04-09 01:29:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"818bd89f19ce717d6f8efd71\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMDM3MTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":4,\"review_ids\":[\"a33b381dd17972f5a0ce7de2\",\"f10ec7a9ffcf9cf32c151656\",\"2d6a53e4b45ab13148a3d23b\",\"818bd89f19ce717d6f8efd71\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1638844\",\"name\":\"Dondieneita Fleary-Simmons\"},{\"id\":\"rmp:2149169\",\"name\":\"Lauren Lewis\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Experiences vary wildly by instructor; some are praised for being caring and effective, while others are described as incompetent or miserable.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"She says class isn't mandatory but there are discussion activities once a week that really impact your grade so you'll want to make sure you go. The class is very lecture heavy and she takes a very historical route to teaching the topics. Papers are graded kind of tough but expectations are clearly outlined. Online quizzes can be tricky.\",\"course_id\":\"HDFS 474\",\"date\":\"2016-05-28 12:55:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f10ec7a9ffcf9cf32c151656\",\"instructor_id\":\"rmp:2149169\",\"instructor_name\":\"Lauren Lewis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NjY1MDU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\"},{\"comment\":\"Easy class, but take it with a different professor. Stace is incompetent. Makes the syllabus up as she goes, and offers minimal help. When I asked about partial credit on an assignment she didnt tell us about but had in the syllabus , she pinched her fingers and said thats how much partial credit I would receive.\",\"course_id\":\"HDFS 474\",\"date\":\"2017-12-28 13:59:30 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c02601db36fa76197c721f1e\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzUwNjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"Grading instructions not clear or consistent, but a fairly easy class. Interesting topics, but I would take with a different professor, if given the chance.\",\"course_id\":\"HDFS 474\",\"date\":\"2018-01-09 17:39:28 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f6906428d01f461837856b79\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5NDIyOTA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"The class is very tedious and the syllabus is confusing since most of the assignments have changing or no due dates. She brings up assignments in class and topics as we know what she is talking about but most of us were constantly confused about the class. It is an easy A if you go to class and participate when you can\",\"course_id\":\"HDFS 474\",\"date\":\"2023-11-28 15:38:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"00ddf6eb564547364159e3f2\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Bad communication, many things are unclear and grading takes FOREVER. Easy A but brutal to sit through. She also won't allow students to do work early as she posts papers a day or two before they're due. Not a fan of either class taken with her. Re-uses all her resources and has the same assignments across all of her classes. \",\"course_id\":\"HDFS 474\",\"date\":\"2024-05-08 05:34:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"41691587e1889387304519bb\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"She will post material literally less than 24 hours before you need to have it done and you have an in class assignment every class which is worth most of your grade. Instructions are sometimes unclear. Easy class and interesting topic overall. Good luck if you have a job or commitments cause you will not have time to do any of the class work. \",\"course_id\":\"HDFS 474\",\"date\":\"2025-11-18 23:29:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d6edc97c2bc849da7c5c911f\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"This prof is just so bad. The class is super boring, no one pays attention at all. You do have to go for credit tho bc attendance is taken. Projects, assignments and homework is given last minute and not mentioned before- but easily graded. Prof never responds to email or anything. Easy A but a waste of time and just sooooo boring\",\"course_id\":\"HDFS 474\",\"date\":\"2026-04-23 18:13:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f686baeabd04ded9a4ac5bc0\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":7,\"review_ids\":[\"f10ec7a9ffcf9cf32c151656\",\"c02601db36fa76197c721f1e\",\"f6906428d01f461837856b79\",\"00ddf6eb564547364159e3f2\",\"41691587e1889387304519bb\",\"d6edc97c2bc849da7c5c911f\",\"f686baeabd04ded9a4ac5bc0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2149169\",\"name\":\"Lauren Lewis\"},{\"id\":\"rmp:2328913\",\"name\":\"Stace Rierson\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The class is generally considered easy with an easy A, but requires consistent attendance and participation in discussions or quizzes.\"}]}","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_0dbc849ae691e66884d6c49d","course_id":"HDFS 474","catalog_version_id":"da0bfd9d848bf4514a18027c694d176bc7bffdb55b5c6c3b63a5c5f1943e875b","record_version_id":"b69b6d22e7d52e4f04daf2e6209a8ec6f1d31af1ac943648e35b8c678f8630db","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"d27b46a228898563455fbd00fb9c8d2d3ee9a0d56fe9b59d87456d6cfff16f8d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"432d9d71f35fa4d1634e8ca30015d08b7623b091339a693ccddac09b8d60e614\",\"course_id\":\"HDFS 474\",\"current_instructors\":[{\"instructor_uid\":\"instructor_f43285df8032592dde7aa2f8\",\"message\":null,\"name\":\"Polina Levchenko\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2442060\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-04-09 01:29:23 +0000 UTC\",\"review_id\":\"818bd89f19ce717d6f8efd71\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzMDM3MTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Polina Levchenko is described as caring and available, offering extensions and focusing on deep engagement with readings. She makes herself readily accessible to students to ensure they succeed.\"},{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-04-18 21:29:58 +0000 UTC\",\"review_id\":\"1f6740f15935c3be3c810215\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzMDgyODQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-06-11 16:57:46 +0000 UTC\",\"review_id\":\"9230d342c98e2cdaf929e2ce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2024-05-08 05:34:47 +0000 UTC\",\"review_id\":\"41691587e1889387304519bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2025-11-18 23:29:03 +0000 UTC\",\"review_id\":\"d6edc97c2bc849da7c5c911f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2026-04-23 18:13:37 +0000 UTC\",\"review_id\":\"f686baeabd04ded9a4ac5bc0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Other reviewers criticize Levchenko for poor communication, unclear instructions, and last-minute assignment postings. They report minimal feedback, slow grading, and a syllabus with confusing or missing due dates.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.74 GPA, 88.5% A/AB (n=78 letter grades); Fall 2025: 3.79 GPA, 92.3% A/AB (n=39 letter grades); Spring 2026: 3.38 GPA, 74.4% A/AB (n=39 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-04-18 21:29:58 +0000 UTC\",\"review_id\":\"1f6740f15935c3be3c810215\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzMDgyODQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2022-05-06 07:44:36 +0000 UTC\",\"review_id\":\"84bf1764b5e5b608e0b514a9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM2MjYyNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2023-11-28 15:38:49 +0000 UTC\",\"review_id\":\"00ddf6eb564547364159e3f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2024-05-08 05:34:47 +0000 UTC\",\"review_id\":\"41691587e1889387304519bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2025-11-18 23:29:03 +0000 UTC\",\"review_id\":\"d6edc97c2bc849da7c5c911f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2026-04-23 18:13:37 +0000 UTC\",\"review_id\":\"f686baeabd04ded9a4ac5bc0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Reviewers frequently cite last-minute assignment postings, sometimes less than 24 hours before deadlines, and unclear instructions. The workload includes group projects, papers, and in-class assignments, with some noting that online formats require significantly more work than in-person sessions.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Dondieneita Fleary-Simmons\",\"review_date\":\"2012-09-19 14:07:33 +0000 UTC\",\"review_id\":\"a33b381dd17972f5a0ce7de2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1638844\",\"source_review_id\":\"UmF0aW5nLTIwNjUxNjM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1638844\",\"type\":\"review\"},{\"instructor_name\":\"Lauren Lewis\",\"review_date\":\"2016-05-28 12:55:09 +0000 UTC\",\"review_id\":\"f10ec7a9ffcf9cf32c151656\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2149169\",\"source_review_id\":\"UmF0aW5nLTI2NjY1MDU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\",\"type\":\"review\"},{\"instructor_name\":\"Lauren Lewis\",\"review_date\":\"2017-09-07 15:24:32 +0000 UTC\",\"review_id\":\"2d6a53e4b45ab13148a3d23b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2149169\",\"source_review_id\":\"UmF0aW5nLTI4NjYzMzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\",\"type\":\"review\"},{\"instructor_name\":\"Stace Rierson\",\"review_date\":\"2017-12-28 13:59:30 +0000 UTC\",\"review_id\":\"c02601db36fa76197c721f1e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2328913\",\"source_review_id\":\"UmF0aW5nLTI5MzUwNjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\",\"type\":\"review\"},{\"instructor_name\":\"Stace Rierson\",\"review_date\":\"2018-01-09 17:39:28 +0000 UTC\",\"review_id\":\"f6906428d01f461837856b79\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2328913\",\"source_review_id\":\"UmF0aW5nLTI5NDIyOTA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\",\"type\":\"review\"},{\"instructor_name\":\"Stace Rierson\",\"review_date\":\"2018-04-04 06:41:39 +0000 UTC\",\"review_id\":\"d90445b7b871bd1b74c91046\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2328913\",\"source_review_id\":\"UmF0aW5nLTI5NzM5MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\",\"type\":\"review\"}],\"text\":\"Historical reviews of Dondieneita Fleary-Simmons, Lauren Lewis, Stace Rierson: Polina Levchenko currently teaches HDFS 474. Lauren Lewis was praised for fostering long-term retention and being personable, though papers and quizzes were noted as challenging. Stace Rierson received criticism for inconsistent grading and unclear syllabus expectations, while Dondieneita Fleary-Simmons was described as miserable and penalizing students for disagreeing with her.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-04-09 01:29:23 +0000 UTC\",\"review_id\":\"818bd89f19ce717d6f8efd71\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzMDM3MTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-04-18 21:29:58 +0000 UTC\",\"review_id\":\"1f6740f15935c3be3c810215\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzMDgyODQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-06-11 16:57:46 +0000 UTC\",\"review_id\":\"9230d342c98e2cdaf929e2ce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2022-05-06 07:44:36 +0000 UTC\",\"review_id\":\"84bf1764b5e5b608e0b514a9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM2MjYyNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2023-11-28 15:38:49 +0000 UTC\",\"review_id\":\"00ddf6eb564547364159e3f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2024-05-08 05:34:47 +0000 UTC\",\"review_id\":\"41691587e1889387304519bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2025-11-18 23:29:03 +0000 UTC\",\"review_id\":\"d6edc97c2bc849da7c5c911f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2026-04-23 18:13:37 +0000 UTC\",\"review_id\":\"f686baeabd04ded9a4ac5bc0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Polina Levchenko receives polarized reviews, with one student praising her support while others criticize her communication and teaching quality. Many describe the course as an easy A but tedious or boring, with significant frustration over last-minute assignments and unclear instructions.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.74 GPA, 88.5% A/AB (n=78 letter grades); Fall 2025: 3.79 GPA, 92.3% A/AB (n=39 letter grades); Spring 2026: 3.38 GPA, 74.4% A/AB (n=39 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-04-09 01:29:23 +0000 UTC\",\"review_id\":\"818bd89f19ce717d6f8efd71\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzMDM3MTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-06-11 16:57:46 +0000 UTC\",\"review_id\":\"9230d342c98e2cdaf929e2ce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2023-11-28 15:38:49 +0000 UTC\",\"review_id\":\"00ddf6eb564547364159e3f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2024-05-08 05:34:47 +0000 UTC\",\"review_id\":\"41691587e1889387304519bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2025-11-18 23:29:03 +0000 UTC\",\"review_id\":\"d6edc97c2bc849da7c5c911f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2026-04-23 18:13:37 +0000 UTC\",\"review_id\":\"f686baeabd04ded9a4ac5bc0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Students report that the class is easy to pass with participation but often boring and frustrating due to poor communication. While one reviewer found Levchenko supportive, others noted minimal feedback, lack of email responsiveness, and confusing syllabus details that left them constantly unsure of expectations.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"DONDIENEITA FLEARY-SIMMONS is recorded teaching in Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"LAUREN LEWIS is recorded teaching in Spring 2016, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"HDFS 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474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"POLINA LEVCHENKO is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, 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, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"STACY RIERSON is recorded teaching in Fall 2017, 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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0dbc849ae691e66884d6c49d","course_id":"HDFS 474","catalog_version_id":"da0bfd9d848bf4514a18027c694d176bc7bffdb55b5c6c3b63a5c5f1943e875b","record_version_id":"b69b6d22e7d52e4f04daf2e6209a8ec6f1d31af1ac943648e35b8c678f8630db","job_id":"enrich-e7041a2e7f0e20d6266712e0","output_id":"bb82f67db228566e8472c62cf544b4eb8b8d17d3d434810af4bf13f45b3e1156","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_0dbc849ae691e66884d6c49d","course_id":"HDFS 474","catalog_version_id":"da0bfd9d848bf4514a18027c694d176bc7bffdb55b5c6c3b63a5c5f1943e875b","record_version_id":"b69b6d22e7d52e4f04daf2e6209a8ec6f1d31af1ac943648e35b8c678f8630db","job_id":"enrich-e7041a2e7f0e20d6266712e0","output_id":"bb82f67db228566e8472c62cf544b4eb8b8d17d3d434810af4bf13f45b3e1156","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"family diversity race ethnicity\",\"biculturalism social contexts\",\"immigration socio-political conditions\",\"human development racial ethnic groups\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"HDFS 474\",\"field\":\"description\",\"quote\":\"Examines the diversity of family life and human development across and within racial ethnic groups in the United States\"}],\"text\":\"Examines family diversity and human development across racial and ethnic groups in the U.S., shaped by culture, history, and socio-political contexts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"HDFS 474\",\"field\":\"description\",\"quote\":\"diversity of family life and human development across and within racial ethnic groups\"}],\"text\":\"Family life and human development across racial and ethnic groups\"},{\"evidence\":[{\"course_id\":\"HDFS 474\",\"field\":\"description\",\"quote\":\"shaped by race, ethnicity, culture, biculturalism\"}],\"text\":\"Race, ethnicity, culture, and biculturalism\"},{\"evidence\":[{\"course_id\":\"HDFS 474\",\"field\":\"description\",\"quote\":\"social contexts of history, economics, immigration, and socio-political conditions\"}],\"text\":\"Social contexts including history, economics, immigration, and socio-political conditions\"}]}","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_0dbc849ae691e66884d6c49d","course_id":"HDFS 474","catalog_version_id":"da0bfd9d848bf4514a18027c694d176bc7bffdb55b5c6c3b63a5c5f1943e875b","record_version_id":"b69b6d22e7d52e4f04daf2e6209a8ec6f1d31af1ac943648e35b8c678f8630db","job_id":"enrich-e7041a2e7f0e20d6266712e0","output_id":"bb82f67db228566e8472c62cf544b4eb8b8d17d3d434810af4bf13f45b3e1156","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Easy class, but take it with a different professor. Stace is incompetent. Makes the syllabus up as she goes, and offers minimal help. When I asked about partial credit on an assignment she didnt tell us about but had in the syllabus , she pinched her fingers and said thats how much partial credit I would receive.\",\"course_id\":\"HDFS 474\",\"date\":\"2017-12-28 13:59:30 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c02601db36fa76197c721f1e\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzUwNjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"Grading instructions not clear or consistent, but a fairly easy class. Interesting topics, but I would take with a different professor, if given the chance.\",\"course_id\":\"HDFS 474\",\"date\":\"2018-01-09 17:39:28 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f6906428d01f461837856b79\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5NDIyOTA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"My biggest problem with the class was the her grading was inconsistent. She took off points for anything not written in her writing style. I often wrote things that were well written but she took off points because it wasn't her style with no clarification. was an interesting class and I learned a lot, but was frustrated by the way the class ran.\",\"course_id\":\"HDFS 474\",\"date\":\"2018-04-04 06:41:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d90445b7b871bd1b74c91046\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5NzM5MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"Polina is kind of awful. Provided a syllabus with most assignment details and due dates TBD, then would magically bring them up as if we knew what she was talking about a week before they were due. Took attendance, but then didn't allow any lecture material to be used on the exams. Once we went online, she started giving us MORE group work.\",\"course_id\":\"HDFS 474\",\"date\":\"2020-04-18 21:29:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1f6740f15935c3be3c810215\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMDgyODQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Polina is a nice person, but her ability to teach as a professor is mediocre at best. Given that we transitioned to online courses half way through the semester, she instituted MORE group work. Her feedback is minimal and largely unhelpful and I find that she lacks the ability to make useful changes to her courses from one semester to the next.\",\"course_id\":\"HDFS 474\",\"date\":\"2020-06-11 16:57:46 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9230d342c98e2cdaf929e2ce\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzNDI3NzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Sometimes instructions weren't clear. There are a lot of group discussions in the class but I don't think it's too bad. There are a couple papers and a group project but I think it's doable. Would recommend taking her classes in person because they are more manageable as her online courses look like it required a lot more work compared to in person\",\"course_id\":\"HDFS 474\",\"date\":\"2022-05-06 07:44:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"84bf1764b5e5b608e0b514a9\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2MjYyNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"The class is very tedious and the syllabus is confusing since most of the assignments have changing or no due dates. She brings up assignments in class and topics as we know what she is talking about but most of us were constantly confused about the class. It is an easy A if you go to class and participate when you can\",\"course_id\":\"HDFS 474\",\"date\":\"2023-11-28 15:38:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"00ddf6eb564547364159e3f2\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Bad communication, many things are unclear and grading takes FOREVER. Easy A but brutal to sit through. She also won't allow students to do work early as she posts papers a day or two before they're due. Not a fan of either class taken with her. Re-uses all her resources and has the same assignments across all of her classes. \",\"course_id\":\"HDFS 474\",\"date\":\"2024-05-08 05:34:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"41691587e1889387304519bb\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"She will post material literally less than 24 hours before you need to have it done and you have an in class assignment every class which is worth most of your grade. Instructions are sometimes unclear. Easy class and interesting topic overall. Good luck if you have a job or commitments cause you will not have time to do any of the class work. \",\"course_id\":\"HDFS 474\",\"date\":\"2025-11-18 23:29:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d6edc97c2bc849da7c5c911f\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"This prof is just so bad. The class is super boring, no one pays attention at all. You do have to go for credit tho bc attendance is taken. Projects, assignments and homework is given last minute and not mentioned before- but easily graded. Prof never responds to email or anything. Easy A but a waste of time and just sooooo boring\",\"course_id\":\"HDFS 474\",\"date\":\"2026-04-23 18:13:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f686baeabd04ded9a4ac5bc0\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":10,\"review_ids\":[\"c02601db36fa76197c721f1e\",\"f6906428d01f461837856b79\",\"d90445b7b871bd1b74c91046\",\"1f6740f15935c3be3c810215\",\"9230d342c98e2cdaf929e2ce\",\"84bf1764b5e5b608e0b514a9\",\"00ddf6eb564547364159e3f2\",\"41691587e1889387304519bb\",\"d6edc97c2bc849da7c5c911f\",\"f686baeabd04ded9a4ac5bc0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2328913\",\"name\":\"Stace Rierson\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Instructors often have unclear instructions, inconsistent grading, and poor communication regarding deadlines and syllabus details.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"She was the worst teacher I have ever had. She does and says something and will do the opposite, she will penalize you if she doesn't agree with your point.  She should never have been hired as a teacher. Her class is easy but she is absolutely miserable. She ruined ethnic studies for me.\",\"course_id\":\"HDFS 474\",\"date\":\"2012-09-19 14:07:33 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a33b381dd17972f5a0ce7de2\",\"instructor_id\":\"rmp:1638844\",\"instructor_name\":\"Dondieneita Fleary-Simmons\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIwNjUxNjM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1638844\"},{\"comment\":\"She says class isn't mandatory but there are discussion activities once a week that really impact your grade so you'll want to make sure you go. The class is very lecture heavy and she takes a very historical route to teaching the topics. Papers are graded kind of tough but expectations are clearly outlined. Online quizzes can be tricky.\",\"course_id\":\"HDFS 474\",\"date\":\"2016-05-28 12:55:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f10ec7a9ffcf9cf32c151656\",\"instructor_id\":\"rmp:2149169\",\"instructor_name\":\"Lauren Lewis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NjY1MDU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\"},{\"comment\":\"Lauren is an amazing professor. I find myself frequently referencing the things she taught in her class. She teaches in a way that promotes long term retention of the knowledge. She is also very caring and personable -- the type of professor you'd want to be friends with. She's an overall great person.\",\"course_id\":\"HDFS 474\",\"date\":\"2017-09-07 15:24:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2d6a53e4b45ab13148a3d23b\",\"instructor_id\":\"rmp:2149169\",\"instructor_name\":\"Lauren Lewis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4NjYzMzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\"},{\"comment\":\"Dr. Levchenko genuinely cares about her students and wants to see students succeed. She makes herself readily available to students and has given extensions on assignments on a few occasions. She assigned a lot of readings, but primarily is focused on ensuring that students demonstrate that they've thought about the material in-depth.\",\"course_id\":\"HDFS 474\",\"date\":\"2020-04-09 01:29:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"818bd89f19ce717d6f8efd71\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMDM3MTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":4,\"review_ids\":[\"a33b381dd17972f5a0ce7de2\",\"f10ec7a9ffcf9cf32c151656\",\"2d6a53e4b45ab13148a3d23b\",\"818bd89f19ce717d6f8efd71\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1638844\",\"name\":\"Dondieneita Fleary-Simmons\"},{\"id\":\"rmp:2149169\",\"name\":\"Lauren Lewis\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Experiences vary wildly by instructor; some are praised for being caring and effective, while others are described as incompetent or miserable.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"She says class isn't mandatory but there are discussion activities once a week that really impact your grade so you'll want to make sure you go. The class is very lecture heavy and she takes a very historical route to teaching the topics. Papers are graded kind of tough but expectations are clearly outlined. Online quizzes can be tricky.\",\"course_id\":\"HDFS 474\",\"date\":\"2016-05-28 12:55:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f10ec7a9ffcf9cf32c151656\",\"instructor_id\":\"rmp:2149169\",\"instructor_name\":\"Lauren Lewis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NjY1MDU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\"},{\"comment\":\"Easy class, but take it with a different professor. Stace is incompetent. Makes the syllabus up as she goes, and offers minimal help. When I asked about partial credit on an assignment she didnt tell us about but had in the syllabus , she pinched her fingers and said thats how much partial credit I would receive.\",\"course_id\":\"HDFS 474\",\"date\":\"2017-12-28 13:59:30 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c02601db36fa76197c721f1e\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzUwNjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"Grading instructions not clear or consistent, but a fairly easy class. Interesting topics, but I would take with a different professor, if given the chance.\",\"course_id\":\"HDFS 474\",\"date\":\"2018-01-09 17:39:28 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f6906428d01f461837856b79\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5NDIyOTA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"The class is very tedious and the syllabus is confusing since most of the assignments have changing or no due dates. She brings up assignments in class and topics as we know what she is talking about but most of us were constantly confused about the class. It is an easy A if you go to class and participate when you can\",\"course_id\":\"HDFS 474\",\"date\":\"2023-11-28 15:38:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"00ddf6eb564547364159e3f2\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Bad communication, many things are unclear and grading takes FOREVER. Easy A but brutal to sit through. She also won't allow students to do work early as she posts papers a day or two before they're due. Not a fan of either class taken with her. Re-uses all her resources and has the same assignments across all of her classes. \",\"course_id\":\"HDFS 474\",\"date\":\"2024-05-08 05:34:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"41691587e1889387304519bb\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"She will post material literally less than 24 hours before you need to have it done and you have an in class assignment every class which is worth most of your grade. Instructions are sometimes unclear. Easy class and interesting topic overall. Good luck if you have a job or commitments cause you will not have time to do any of the class work. \",\"course_id\":\"HDFS 474\",\"date\":\"2025-11-18 23:29:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d6edc97c2bc849da7c5c911f\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"This prof is just so bad. The class is super boring, no one pays attention at all. You do have to go for credit tho bc attendance is taken. Projects, assignments and homework is given last minute and not mentioned before- but easily graded. Prof never responds to email or anything. Easy A but a waste of time and just sooooo boring\",\"course_id\":\"HDFS 474\",\"date\":\"2026-04-23 18:13:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f686baeabd04ded9a4ac5bc0\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":7,\"review_ids\":[\"f10ec7a9ffcf9cf32c151656\",\"c02601db36fa76197c721f1e\",\"f6906428d01f461837856b79\",\"00ddf6eb564547364159e3f2\",\"41691587e1889387304519bb\",\"d6edc97c2bc849da7c5c911f\",\"f686baeabd04ded9a4ac5bc0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2149169\",\"name\":\"Lauren Lewis\"},{\"id\":\"rmp:2328913\",\"name\":\"Stace Rierson\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The class is generally considered easy with an easy A, but requires consistent attendance and participation in discussions or quizzes.\"}]}","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_0dbc849ae691e66884d6c49d","course_id":"HDFS 474","catalog_version_id":"da0bfd9d848bf4514a18027c694d176bc7bffdb55b5c6c3b63a5c5f1943e875b","record_version_id":"b69b6d22e7d52e4f04daf2e6209a8ec6f1d31af1ac943648e35b8c678f8630db","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4ec35f463363865180f5f77a015339ed963931940426caa5761abc6bc1c7f2a4","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_0dbc849ae691e66884d6c49d","course_id":"HDFS 474","catalog_version_id":"da0bfd9d848bf4514a18027c694d176bc7bffdb55b5c6c3b63a5c5f1943e875b","record_version_id":"b69b6d22e7d52e4f04daf2e6209a8ec6f1d31af1ac943648e35b8c678f8630db","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4ec35f463363865180f5f77a015339ed963931940426caa5761abc6bc1c7f2a4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"family diversity race ethnicity\",\"biculturalism social contexts\",\"immigration socio-political conditions\",\"human development racial ethnic groups\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"HDFS 474\",\"field\":\"description\",\"quote\":\"Examines the diversity of family life and human development across and within racial ethnic groups in the United States\"}],\"text\":\"Examines family diversity and human development across racial and ethnic groups in the U.S., shaped by culture, history, and socio-political contexts.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"HDFS 474\",\"field\":\"description\",\"quote\":\"diversity of family life and human development across and within racial ethnic groups\"}],\"text\":\"Family life and human development across racial and ethnic groups\"},{\"evidence\":[{\"course_id\":\"HDFS 474\",\"field\":\"description\",\"quote\":\"shaped by race, ethnicity, culture, biculturalism\"}],\"text\":\"Race, ethnicity, culture, and biculturalism\"},{\"evidence\":[{\"course_id\":\"HDFS 474\",\"field\":\"description\",\"quote\":\"social contexts of history, economics, immigration, and socio-political conditions\"}],\"text\":\"Social contexts including history, economics, immigration, and socio-political conditions\"}]}","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_0dbc849ae691e66884d6c49d","course_id":"HDFS 474","catalog_version_id":"da0bfd9d848bf4514a18027c694d176bc7bffdb55b5c6c3b63a5c5f1943e875b","record_version_id":"b69b6d22e7d52e4f04daf2e6209a8ec6f1d31af1ac943648e35b8c678f8630db","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4ec35f463363865180f5f77a015339ed963931940426caa5761abc6bc1c7f2a4","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Easy class, but take it with a different professor. Stace is incompetent. Makes the syllabus up as she goes, and offers minimal help. When I asked about partial credit on an assignment she didnt tell us about but had in the syllabus , she pinched her fingers and said thats how much partial credit I would receive.\",\"course_id\":\"HDFS 474\",\"date\":\"2017-12-28 13:59:30 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c02601db36fa76197c721f1e\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzUwNjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"Grading instructions not clear or consistent, but a fairly easy class. Interesting topics, but I would take with a different professor, if given the chance.\",\"course_id\":\"HDFS 474\",\"date\":\"2018-01-09 17:39:28 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f6906428d01f461837856b79\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5NDIyOTA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"My biggest problem with the class was the her grading was inconsistent. She took off points for anything not written in her writing style. I often wrote things that were well written but she took off points because it wasn't her style with no clarification. was an interesting class and I learned a lot, but was frustrated by the way the class ran.\",\"course_id\":\"HDFS 474\",\"date\":\"2018-04-04 06:41:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d90445b7b871bd1b74c91046\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5NzM5MjI1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"Polina is kind of awful. Provided a syllabus with most assignment details and due dates TBD, then would magically bring them up as if we knew what she was talking about a week before they were due. Took attendance, but then didn't allow any lecture material to be used on the exams. Once we went online, she started giving us MORE group work.\",\"course_id\":\"HDFS 474\",\"date\":\"2020-04-18 21:29:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1f6740f15935c3be3c810215\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMDgyODQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Polina is a nice person, but her ability to teach as a professor is mediocre at best. Given that we transitioned to online courses half way through the semester, she instituted MORE group work. Her feedback is minimal and largely unhelpful and I find that she lacks the ability to make useful changes to her courses from one semester to the next.\",\"course_id\":\"HDFS 474\",\"date\":\"2020-06-11 16:57:46 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9230d342c98e2cdaf929e2ce\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzNDI3NzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Sometimes instructions weren't clear. There are a lot of group discussions in the class but I don't think it's too bad. There are a couple papers and a group project but I think it's doable. Would recommend taking her classes in person because they are more manageable as her online courses look like it required a lot more work compared to in person\",\"course_id\":\"HDFS 474\",\"date\":\"2022-05-06 07:44:36 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"84bf1764b5e5b608e0b514a9\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2MjYyNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"The class is very tedious and the syllabus is confusing since most of the assignments have changing or no due dates. She brings up assignments in class and topics as we know what she is talking about but most of us were constantly confused about the class. It is an easy A if you go to class and participate when you can\",\"course_id\":\"HDFS 474\",\"date\":\"2023-11-28 15:38:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"00ddf6eb564547364159e3f2\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Bad communication, many things are unclear and grading takes FOREVER. Easy A but brutal to sit through. She also won't allow students to do work early as she posts papers a day or two before they're due. Not a fan of either class taken with her. Re-uses all her resources and has the same assignments across all of her classes. \",\"course_id\":\"HDFS 474\",\"date\":\"2024-05-08 05:34:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"41691587e1889387304519bb\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"She will post material literally less than 24 hours before you need to have it done and you have an in class assignment every class which is worth most of your grade. Instructions are sometimes unclear. Easy class and interesting topic overall. Good luck if you have a job or commitments cause you will not have time to do any of the class work. \",\"course_id\":\"HDFS 474\",\"date\":\"2025-11-18 23:29:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d6edc97c2bc849da7c5c911f\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"This prof is just so bad. The class is super boring, no one pays attention at all. You do have to go for credit tho bc attendance is taken. Projects, assignments and homework is given last minute and not mentioned before- but easily graded. Prof never responds to email or anything. Easy A but a waste of time and just sooooo boring\",\"course_id\":\"HDFS 474\",\"date\":\"2026-04-23 18:13:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f686baeabd04ded9a4ac5bc0\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":10,\"review_ids\":[\"c02601db36fa76197c721f1e\",\"f6906428d01f461837856b79\",\"d90445b7b871bd1b74c91046\",\"1f6740f15935c3be3c810215\",\"9230d342c98e2cdaf929e2ce\",\"84bf1764b5e5b608e0b514a9\",\"00ddf6eb564547364159e3f2\",\"41691587e1889387304519bb\",\"d6edc97c2bc849da7c5c911f\",\"f686baeabd04ded9a4ac5bc0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2328913\",\"name\":\"Stace Rierson\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Instructors often have unclear instructions, inconsistent grading, and poor communication regarding deadlines and syllabus details.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"She was the worst teacher I have ever had. She does and says something and will do the opposite, she will penalize you if she doesn't agree with your point.  She should never have been hired as a teacher. Her class is easy but she is absolutely miserable. She ruined ethnic studies for me.\",\"course_id\":\"HDFS 474\",\"date\":\"2012-09-19 14:07:33 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"a33b381dd17972f5a0ce7de2\",\"instructor_id\":\"rmp:1638844\",\"instructor_name\":\"Dondieneita Fleary-Simmons\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIwNjUxNjM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1638844\"},{\"comment\":\"She says class isn't mandatory but there are discussion activities once a week that really impact your grade so you'll want to make sure you go. The class is very lecture heavy and she takes a very historical route to teaching the topics. Papers are graded kind of tough but expectations are clearly outlined. Online quizzes can be tricky.\",\"course_id\":\"HDFS 474\",\"date\":\"2016-05-28 12:55:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f10ec7a9ffcf9cf32c151656\",\"instructor_id\":\"rmp:2149169\",\"instructor_name\":\"Lauren Lewis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NjY1MDU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\"},{\"comment\":\"Lauren is an amazing professor. I find myself frequently referencing the things she taught in her class. She teaches in a way that promotes long term retention of the knowledge. She is also very caring and personable -- the type of professor you'd want to be friends with. She's an overall great person.\",\"course_id\":\"HDFS 474\",\"date\":\"2017-09-07 15:24:32 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2d6a53e4b45ab13148a3d23b\",\"instructor_id\":\"rmp:2149169\",\"instructor_name\":\"Lauren Lewis\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4NjYzMzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\"},{\"comment\":\"Dr. Levchenko genuinely cares about her students and wants to see students succeed. She makes herself readily available to students and has given extensions on assignments on a few occasions. She assigned a lot of readings, but primarily is focused on ensuring that students demonstrate that they've thought about the material in-depth.\",\"course_id\":\"HDFS 474\",\"date\":\"2020-04-09 01:29:23 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"818bd89f19ce717d6f8efd71\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMDM3MTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":4,\"review_ids\":[\"a33b381dd17972f5a0ce7de2\",\"f10ec7a9ffcf9cf32c151656\",\"2d6a53e4b45ab13148a3d23b\",\"818bd89f19ce717d6f8efd71\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1638844\",\"name\":\"Dondieneita Fleary-Simmons\"},{\"id\":\"rmp:2149169\",\"name\":\"Lauren Lewis\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Experiences vary wildly by instructor; some are praised for being caring and effective, while others are described as incompetent or miserable.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"She says class isn't mandatory but there are discussion activities once a week that really impact your grade so you'll want to make sure you go. The class is very lecture heavy and she takes a very historical route to teaching the topics. Papers are graded kind of tough but expectations are clearly outlined. Online quizzes can be tricky.\",\"course_id\":\"HDFS 474\",\"date\":\"2016-05-28 12:55:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f10ec7a9ffcf9cf32c151656\",\"instructor_id\":\"rmp:2149169\",\"instructor_name\":\"Lauren Lewis\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2NjY1MDU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2149169\"},{\"comment\":\"Easy class, but take it with a different professor. Stace is incompetent. Makes the syllabus up as she goes, and offers minimal help. When I asked about partial credit on an assignment she didnt tell us about but had in the syllabus , she pinched her fingers and said thats how much partial credit I would receive.\",\"course_id\":\"HDFS 474\",\"date\":\"2017-12-28 13:59:30 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"c02601db36fa76197c721f1e\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI5MzUwNjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"Grading instructions not clear or consistent, but a fairly easy class. Interesting topics, but I would take with a different professor, if given the chance.\",\"course_id\":\"HDFS 474\",\"date\":\"2018-01-09 17:39:28 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f6906428d01f461837856b79\",\"instructor_id\":\"rmp:2328913\",\"instructor_name\":\"Stace Rierson\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI5NDIyOTA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2328913\"},{\"comment\":\"The class is very tedious and the syllabus is confusing since most of the assignments have changing or no due dates. She brings up assignments in class and topics as we know what she is talking about but most of us were constantly confused about the class. It is an easy A if you go to class and participate when you can\",\"course_id\":\"HDFS 474\",\"date\":\"2023-11-28 15:38:49 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"00ddf6eb564547364159e3f2\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"Bad communication, many things are unclear and grading takes FOREVER. Easy A but brutal to sit through. She also won't allow students to do work early as she posts papers a day or two before they're due. Not a fan of either class taken with her. Re-uses all her resources and has the same assignments across all of her classes. \",\"course_id\":\"HDFS 474\",\"date\":\"2024-05-08 05:34:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"41691587e1889387304519bb\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"She will post material literally less than 24 hours before you need to have it done and you have an in class assignment every class which is worth most of your grade. Instructions are sometimes unclear. Easy class and interesting topic overall. Good luck if you have a job or commitments cause you will not have time to do any of the class work. \",\"course_id\":\"HDFS 474\",\"date\":\"2025-11-18 23:29:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"d6edc97c2bc849da7c5c911f\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"},{\"comment\":\"This prof is just so bad. The class is super boring, no one pays attention at all. You do have to go for credit tho bc attendance is taken. Projects, assignments and homework is given last minute and not mentioned before- but easily graded. Prof never responds to email or anything. Easy A but a waste of time and just sooooo boring\",\"course_id\":\"HDFS 474\",\"date\":\"2026-04-23 18:13:37 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"f686baeabd04ded9a4ac5bc0\",\"instructor_id\":\"rmp:2442060\",\"instructor_name\":\"Polina Levchenko\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\"}],\"evidence_count\":7,\"review_ids\":[\"f10ec7a9ffcf9cf32c151656\",\"c02601db36fa76197c721f1e\",\"f6906428d01f461837856b79\",\"00ddf6eb564547364159e3f2\",\"41691587e1889387304519bb\",\"d6edc97c2bc849da7c5c911f\",\"f686baeabd04ded9a4ac5bc0\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2149169\",\"name\":\"Lauren Lewis\"},{\"id\":\"rmp:2328913\",\"name\":\"Stace Rierson\"},{\"id\":\"rmp:2442060\",\"name\":\"Polina Levchenko\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The class is generally considered easy with an easy A, but requires consistent attendance and participation in discussions or quizzes.\"}]}","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_0dbc849ae691e66884d6c49d","course_id":"HDFS 474","catalog_version_id":"da0bfd9d848bf4514a18027c694d176bc7bffdb55b5c6c3b63a5c5f1943e875b","record_version_id":"b69b6d22e7d52e4f04daf2e6209a8ec6f1d31af1ac943648e35b8c678f8630db","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4ec35f463363865180f5f77a015339ed963931940426caa5761abc6bc1c7f2a4","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"432d9d71f35fa4d1634e8ca30015d08b7623b091339a693ccddac09b8d60e614\",\"course_id\":\"HDFS 474\",\"current_instructors\":[{\"instructor_uid\":\"instructor_f43285df8032592dde7aa2f8\",\"message\":null,\"name\":\"Polina Levchenko\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2442060\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-04-09 01:29:23 +0000 UTC\",\"review_id\":\"818bd89f19ce717d6f8efd71\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzMDM3MTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Polina Levchenko is described as caring and available, offering extensions and focusing on deep engagement with readings. She makes herself readily accessible to students to ensure they succeed.\"},{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-04-18 21:29:58 +0000 UTC\",\"review_id\":\"1f6740f15935c3be3c810215\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzMDgyODQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-06-11 16:57:46 +0000 UTC\",\"review_id\":\"9230d342c98e2cdaf929e2ce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2024-05-08 05:34:47 +0000 UTC\",\"review_id\":\"41691587e1889387304519bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2025-11-18 23:29:03 +0000 UTC\",\"review_id\":\"d6edc97c2bc849da7c5c911f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2026-04-23 18:13:37 +0000 UTC\",\"review_id\":\"f686baeabd04ded9a4ac5bc0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Other reviewers criticize Levchenko for poor communication, unclear instructions, and last-minute assignment postings. They report minimal feedback, slow grading, and a syllabus with confusing or missing due dates.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.74 GPA, 88.5% A/AB (n=78 letter grades); Fall 2025: 3.79 GPA, 92.3% A/AB (n=39 letter grades); Spring 2026: 3.38 GPA, 74.4% A/AB (n=39 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-04-18 21:29:58 +0000 UTC\",\"review_id\":\"1f6740f15935c3be3c810215\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzMDgyODQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2022-05-06 07:44:36 +0000 UTC\",\"review_id\":\"84bf1764b5e5b608e0b514a9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM2MjYyNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2023-11-28 15:38:49 +0000 UTC\",\"review_id\":\"00ddf6eb564547364159e3f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2024-05-08 05:34:47 +0000 UTC\",\"review_id\":\"41691587e1889387304519bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2025-11-18 23:29:03 +0000 UTC\",\"review_id\":\"d6edc97c2bc849da7c5c911f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2026-04-23 18:13:37 +0000 UTC\",\"review_id\":\"f686baeabd04ded9a4ac5bc0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Reviewers frequently cite last-minute assignment postings, sometimes less than 24 hours before deadlines, and unclear instructions. The workload includes group projects, papers, and in-class assignments, with some noting that online formats require significantly more work than in-person sessions.\"}],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"history\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-04-09 01:29:23 +0000 UTC\",\"review_id\":\"818bd89f19ce717d6f8efd71\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzMDM3MTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-04-18 21:29:58 +0000 UTC\",\"review_id\":\"1f6740f15935c3be3c810215\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzMDgyODQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-06-11 16:57:46 +0000 UTC\",\"review_id\":\"9230d342c98e2cdaf929e2ce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2022-05-06 07:44:36 +0000 UTC\",\"review_id\":\"84bf1764b5e5b608e0b514a9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM2MjYyNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2023-11-28 15:38:49 +0000 UTC\",\"review_id\":\"00ddf6eb564547364159e3f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2024-05-08 05:34:47 +0000 UTC\",\"review_id\":\"41691587e1889387304519bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2025-11-18 23:29:03 +0000 UTC\",\"review_id\":\"d6edc97c2bc849da7c5c911f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2026-04-23 18:13:37 +0000 UTC\",\"review_id\":\"f686baeabd04ded9a4ac5bc0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Polina Levchenko receives polarized reviews, with one student praising her support while others criticize her communication and teaching quality. Many describe the course as an easy A but tedious or boring, with significant frustration over last-minute assignments and unclear instructions.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.74 GPA, 88.5% A/AB (n=78 letter grades); Fall 2025: 3.79 GPA, 92.3% A/AB (n=39 letter grades); Spring 2026: 3.38 GPA, 74.4% A/AB (n=39 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-04-09 01:29:23 +0000 UTC\",\"review_id\":\"818bd89f19ce717d6f8efd71\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzMDM3MTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2020-06-11 16:57:46 +0000 UTC\",\"review_id\":\"9230d342c98e2cdaf929e2ce\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2023-11-28 15:38:49 +0000 UTC\",\"review_id\":\"00ddf6eb564547364159e3f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM4NDUwNDIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2024-05-08 05:34:47 +0000 UTC\",\"review_id\":\"41691587e1889387304519bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTM5NDAzMDEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2025-11-18 23:29:03 +0000 UTC\",\"review_id\":\"d6edc97c2bc849da7c5c911f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQxODk3MDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"},{\"instructor_name\":\"Polina Levchenko\",\"review_date\":\"2026-04-23 18:13:37 +0000 UTC\",\"review_id\":\"f686baeabd04ded9a4ac5bc0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2442060\",\"source_review_id\":\"UmF0aW5nLTQyOTE0OTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2442060\",\"type\":\"review\"}],\"text\":\"Students report that the class is easy to pass with participation but often boring and frustrating due to poor communication. While one reviewer found Levchenko supportive, others noted minimal feedback, lack of email responsiveness, and confusing syllabus details that left them constantly unsure of expectations.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"DONDIENEITA FLEARY-SIMMONS is recorded teaching in Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"LAUREN LEWIS is recorded teaching in Spring 2016, Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"HDFS 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474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"POLINA LEVCHENKO is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, 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, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"HDFS 474\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"source_record\":{\"entity_id\":\"02431d68-6362-3b65-b93c-192c32658560\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"STACY RIERSON is recorded teaching in Fall 2017, 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":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]