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provides an inside view of life under socialism with the help of selected readings in Soviet literature.\",\"source_url\":\"https://guide.wisc.edu/courses/littrans/\"}],\"text\":\"Examines postrevolutionary Russian and Soviet visual arts, architecture, music, and cinema, offering an inside view of life under socialism through selected readings in Soviet literature.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LITTRANS 234\",\"field\":\"description\",\"quote\":\"Postrevolutionary Russian and Soviet visual arts, architecture, music and cinema\",\"source_url\":\"https://guide.wisc.edu/courses/littrans/\"}],\"text\":\"Postrevolutionary Russian and Soviet visual arts, architecture, music, and cinema.\"},{\"evidence\":[{\"course_id\":\"LITTRANS 234\",\"field\":\"description\",\"quote\":\"provides an inside view of life under socialism with the help of selected readings in Soviet literature\",\"source_url\":\"https://guide.wisc.edu/courses/littrans/\"}],\"text\":\"Life under socialism and selected readings in Soviet literature.\"},{\"evidence\":[{\"course_id\":\"LITTRANS 234\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"interaction between politics and culture between 1917 and 1991\",\"source_url\":\"https://guide.wisc.edu/courses/littrans/\"}],\"text\":\"Interaction between politics and culture in Russia from 1917 to 1991.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_71b46f4cb101c06629b1d477","course_id":"LITTRANS 234","catalog_version_id":"c66773a47474e85c4fe2137126ed6713427bfa4ce558dd0072e6c501d659649f","record_version_id":"e9f1f81b927d619074a60cd2d61142ba09b5235f1289465263c473376237c1f0","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d4e3979d7ce752322d99549dc11b217539b302b4b1d22288ac9bd5dafa085aad","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"She's a fun teacher, very passionate about her subject, which adds a lot.  Her Russian accent also adds a dimension of authenticity.  She's not an easy grader, but not difficult - do the reading, go to class, and take the papers and exams seriously, and you'll get an A, no problem.  A great class, and a great teacher.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2006-05-10 01:03:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8ab53cbae1f25f3b47cafff4\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExODU4NDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"},{\"comment\":\"Galina was great. Extremely friendly, willing to help you any day of the week in whatever way she can. Interesting class, especially seeing that she herself grew up in Soviet Russia. Galina is a very friendly grader. You write a few papers on Russian lit novels, take a couple blue book exams, but overall easy class for a non russian or lit major.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2013-05-06 20:43:19 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d48a0a9b3dcac7d287d2e368\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxNjkwMjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"},{\"comment\":\"Galina is a great teacher and knows her stuff about Soviet literature.  She was born in the Soviet Union and is an authentic source.  She does not run a website though and it can be hard to contact her.  If you do your readings you will do just fine in the class.  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Her Russian accent also adds a dimension of authenticity.  She's not an easy grader, but not difficult - do the reading, go to class, and take the papers and exams seriously, and you'll get an A, no problem.  A great class, and a great teacher.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2006-05-10 01:03:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8ab53cbae1f25f3b47cafff4\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExODU4NDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"},{\"comment\":\"Galina was great. Extremely friendly, willing to help you any day of the week in whatever way she can. Interesting class, especially seeing that she herself grew up in Soviet Russia. Galina is a very friendly grader. 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Students found her friendly and helpful, noting that the class involved writing papers on Russian novels and taking blue book exams. 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Her Russian accent also adds a dimension of authenticity.  She's not an easy grader, but not difficult - do the reading, go to class, and take the papers and exams seriously, and you'll get an A, no problem.  A great class, and a great teacher.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2006-05-10 01:03:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8ab53cbae1f25f3b47cafff4\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExODU4NDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"},{\"comment\":\"Galina was great. Extremely friendly, willing to help you any day of the week in whatever way she can. Interesting class, especially seeing that she herself grew up in Soviet Russia. Galina is a very friendly grader. You write a few papers on Russian lit novels, take a couple blue book exams, but overall easy class for a non russian or lit major.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2013-05-06 20:43:19 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d48a0a9b3dcac7d287d2e368\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxNjkwMjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"},{\"comment\":\"Galina is a great teacher and knows her stuff about Soviet literature.  She was born in the Soviet Union and is an authentic source.  She does not run a website though and it can be hard to contact her.  If you do your readings you will do just fine in the class.  One thing I seemed to notice with her on papers was to always agree with her.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2015-06-08 17:09:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5a8571e0ca66bdebcd6e5c92\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0OTQ3NzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"}],\"evidence_count\":3,\"review_ids\":[\"8ab53cbae1f25f3b47cafff4\",\"d48a0a9b3dcac7d287d2e368\",\"5a8571e0ca66bdebcd6e5c92\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:570348\",\"name\":\"Galina Lapina\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2006\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are described as passionate, friendly, and knowledgeable, with one noted for her authentic background in Soviet literature.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"She's a fun teacher, very passionate about her subject, which adds a lot.  Her Russian accent also adds a dimension of authenticity.  She's not an easy grader, but not difficult - do the reading, go to class, and take the papers and exams seriously, and you'll get an A, no problem.  A great class, and a great teacher.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2006-05-10 01:03:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8ab53cbae1f25f3b47cafff4\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExODU4NDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"},{\"comment\":\"Galina was great. Extremely friendly, willing to help you any day of the week in whatever way she can. Interesting class, especially seeing that she herself grew up in Soviet Russia. Galina is a very friendly grader. You write a few papers on Russian lit novels, take a couple blue book exams, but overall easy class for a non russian or lit major.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2013-05-06 20:43:19 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d48a0a9b3dcac7d287d2e368\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxNjkwMjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"},{\"comment\":\"Galina is a great teacher and knows her stuff about Soviet literature.  She was born in the Soviet Union and is an authentic source.  She does not run a website though and it can be hard to contact her.  If you do your readings you will do just fine in the class.  One thing I seemed to notice with her on papers was to always agree with her.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2015-06-08 17:09:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5a8571e0ca66bdebcd6e5c92\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0OTQ3NzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"},{\"comment\":\"Dr. Tishler is a nice woman. She does make note of attendance for a grade. Not the easiest grader, but if you put more than minimal effort into the class you will do well. Must at least try to do the reading each week, but not always necessary\",\"course_id\":\"LITTRANS 234\",\"date\":\"2018-05-06 18:56:29 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"96ea4da0c4110739ef1aaa46\",\"instructor_id\":\"rmp:570353\",\"instructor_name\":\"Jennifer Tishler\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMDAzNjg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570353\"}],\"evidence_count\":4,\"review_ids\":[\"8ab53cbae1f25f3b47cafff4\",\"d48a0a9b3dcac7d287d2e368\",\"5a8571e0ca66bdebcd6e5c92\",\"96ea4da0c4110739ef1aaa46\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:570348\",\"name\":\"Galina Lapina\"},{\"id\":\"rmp:570353\",\"name\":\"Jennifer Tishler\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Grading standards vary by instructor; some are described as easy or friendly graders, while others are stricter, with one review noting a need to agree with the instructor's views.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"She's a fun teacher, very passionate about her subject, which adds a lot.  Her Russian accent also adds a dimension of authenticity.  She's not an easy grader, but not difficult - do the reading, go to class, and take the papers and exams seriously, and you'll get an A, no problem.  A great class, and a great teacher.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2006-05-10 01:03:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8ab53cbae1f25f3b47cafff4\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExODU4NDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"},{\"comment\":\"Galina was great. Extremely friendly, willing to help you any day of the week in whatever way she can. Interesting class, especially seeing that she herself grew up in Soviet Russia. Galina is a very friendly grader. You write a few papers on Russian lit novels, take a couple blue book exams, but overall easy class for a non russian or lit major.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2013-05-06 20:43:19 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d48a0a9b3dcac7d287d2e368\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxNjkwMjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"},{\"comment\":\"Galina is a great teacher and knows her stuff about Soviet literature.  She was born in the Soviet Union and is an authentic source.  She does not run a website though and it can be hard to contact her.  If you do your readings you will do just fine in the class.  One thing I seemed to notice with her on papers was to always agree with her.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2015-06-08 17:09:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5a8571e0ca66bdebcd6e5c92\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0OTQ3NzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"},{\"comment\":\"Dr. Tishler is a nice woman. She does make note of attendance for a grade. Not the easiest grader, but if you put more than minimal effort into the class you will do well. Must at least try to do the reading each week, but not always necessary\",\"course_id\":\"LITTRANS 234\",\"date\":\"2018-05-06 18:56:29 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"96ea4da0c4110739ef1aaa46\",\"instructor_id\":\"rmp:570353\",\"instructor_name\":\"Jennifer Tishler\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMDAzNjg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570353\"},{\"comment\":\"She teaches a 200 level class at the rigor of an advanced class, feels a lot like compensating for getting under qualified roles. Attendance mandatory, god forbid you use any electronic device in this class \",\"course_id\":\"LITTRANS 234\",\"date\":\"2026-05-07 04:30:51 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"89dad524d150b89f56f7155c\",\"instructor_id\":\"rmp:570353\",\"instructor_name\":\"Jennifer Tishler\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQzMDU2MjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570353\"}],\"evidence_count\":5,\"review_ids\":[\"8ab53cbae1f25f3b47cafff4\",\"d48a0a9b3dcac7d287d2e368\",\"5a8571e0ca66bdebcd6e5c92\",\"96ea4da0c4110739ef1aaa46\",\"89dad524d150b89f56f7155c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:570348\",\"name\":\"Galina Lapina\"},{\"id\":\"rmp:570353\",\"name\":\"Jennifer Tishler\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"positive\",\"summary\":\"The workload is generally manageable if students complete the required readings and attend class, though one review suggests the rigor might feel high for a 200-level course.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Galina is a great teacher and knows her stuff about Soviet literature.  She was born in the Soviet Union and is an authentic source.  She does not run a website though and it can be hard to contact her.  If you do your readings you will do just fine in the class.  One thing I seemed to notice with her on papers was to always agree with her.\",\"course_id\":\"LITTRANS 234\",\"date\":\"2015-06-08 17:09:38 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5a8571e0ca66bdebcd6e5c92\",\"instructor_id\":\"rmp:570348\",\"instructor_name\":\"Galina Lapina\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI0OTQ3NzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\"}],\"evidence_count\":1,\"review_ids\":[\"5a8571e0ca66bdebcd6e5c92\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:570348\",\"name\":\"Galina Lapina\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"negative\",\"summary\":\"One instructor was criticized for not maintaining a website, making contact difficult.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_71b46f4cb101c06629b1d477","course_id":"LITTRANS 234","catalog_version_id":"6cb51f71d989cadba9c794ed127eb3b687a3587d72e4a28170d4e58eb7b0d5d1","record_version_id":"793852655ceead7af6765d3a4a2bfbde30445f09e1313913b5a11f1bddd74d25","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"6b92aa0758cc62e839092a6cf9ea73fb89ab07ff92f392bb16a67aa26069e136","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b4803f66e6e2fec7f8f3e828cf8439e080b68f417752787f8917ae860760a864\",\"course_id\":\"LITTRANS 234\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Galina Lapina\",\"review_date\":\"2006-05-10 01:03:58 +0000 UTC\",\"review_id\":\"8ab53cbae1f25f3b47cafff4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:570348\",\"source_review_id\":\"UmF0aW5nLTExODU4NDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\",\"type\":\"review\"},{\"instructor_name\":\"Galina Lapina\",\"review_date\":\"2013-05-06 20:43:19 +0000 UTC\",\"review_id\":\"d48a0a9b3dcac7d287d2e368\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:570348\",\"source_review_id\":\"UmF0aW5nLTIxNjkwMjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\",\"type\":\"review\"},{\"instructor_name\":\"Jennifer Tishler\",\"review_date\":\"2018-05-06 18:56:29 +0000 UTC\",\"review_id\":\"96ea4da0c4110739ef1aaa46\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:570353\",\"source_review_id\":\"UmF0aW5nLTMwMDAzNjg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570353\",\"type\":\"review\"}],\"text\":\"Historical reviews of Galina Lapina, Jennifer Tishler: Lapina’s course requires reading and papers but is considered easy for non-majors, whereas Tishler demands weekly reading and significant effort to succeed.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Galina Lapina\",\"review_date\":\"2006-05-10 01:03:58 +0000 UTC\",\"review_id\":\"8ab53cbae1f25f3b47cafff4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:570348\",\"source_review_id\":\"UmF0aW5nLTExODU4NDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\",\"type\":\"review\"},{\"instructor_name\":\"Galina Lapina\",\"review_date\":\"2013-05-06 20:43:19 +0000 UTC\",\"review_id\":\"d48a0a9b3dcac7d287d2e368\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:570348\",\"source_review_id\":\"UmF0aW5nLTIxNjkwMjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\",\"type\":\"review\"},{\"instructor_name\":\"Galina Lapina\",\"review_date\":\"2015-06-08 17:09:38 +0000 UTC\",\"review_id\":\"5a8571e0ca66bdebcd6e5c92\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:570348\",\"source_review_id\":\"UmF0aW5nLTI0OTQ3NzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\",\"type\":\"review\"}],\"text\":\"Historical reviews of Galina Lapina: Galina Lapina was a passionate and friendly instructor with authentic Soviet background knowledge. Reviews describe her as helpful and generally lenient, though one student noted she preferred agreement in papers and was hard to contact. Doing the reading was essential for success under her instruction.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Galina Lapina\",\"review_date\":\"2006-05-10 01:03:58 +0000 UTC\",\"review_id\":\"8ab53cbae1f25f3b47cafff4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:570348\",\"source_review_id\":\"UmF0aW5nLTExODU4NDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\",\"type\":\"review\"},{\"instructor_name\":\"Galina Lapina\",\"review_date\":\"2013-05-06 20:43:19 +0000 UTC\",\"review_id\":\"d48a0a9b3dcac7d287d2e368\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:570348\",\"source_review_id\":\"UmF0aW5nLTIxNjkwMjA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\",\"type\":\"review\"}],\"text\":\"Historical reviews of Galina Lapina: Galina Lapina is described as a passionate and friendly teacher who makes the class engaging, while Jennifer Tishler is viewed as nice but teaches with advanced-level rigor and strict attendance policies.\"},{\"citations\":[{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.88 GPA, 95.8% A/AB (n=24 letter grades); Spring 2024: 3.80 GPA, 95.7% A/AB (n=23 letter grades); Spring 2026: 3.73 GPA, 92.3% A/AB (n=13 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Galina Lapina\",\"review_date\":\"2015-06-08 17:09:38 +0000 UTC\",\"review_id\":\"5a8571e0ca66bdebcd6e5c92\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:570348\",\"source_review_id\":\"UmF0aW5nLTI0OTQ3NzMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570348\",\"type\":\"review\"},{\"instructor_name\":\"Jennifer Tishler\",\"review_date\":\"2026-05-07 04:30:51 +0000 UTC\",\"review_id\":\"89dad524d150b89f56f7155c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:570353\",\"source_review_id\":\"UmF0aW5nLTQzMDU2MjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/570353\",\"type\":\"review\"}],\"text\":\"Historical reviews of Galina Lapina, Jennifer Tishler: Lapina is an authentic source but hard to contact, while Tishler’s strict no-electronics policy and high rigor are frustrating for students.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 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234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"GALINA LAPINA is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2012, Spring 2013, Spring 2014, Spring 2015, Spring 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"LITTRANS 234\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"source_record\":{\"entity_id\":\"9f7a4665-8a34-361f-8b69-85c97109247c\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JENNIFER TISHLER is recorded teaching in Spring 2018, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]