[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"822cbd2d23e515dfef09e3f72ae928b2242b8f1f261a97500ca07da437f3f7de","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f1bdef7cb0b50b790a47f17f803cdfd0bc6c61b6a67f4ac0db351beebe7772ae","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"822cbd2d23e515dfef09e3f72ae928b2242b8f1f261a97500ca07da437f3f7de","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f1bdef7cb0b50b790a47f17f803cdfd0bc6c61b6a67f4ac0db351beebe7772ae","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"interdisciplinary topics social natural sciences\",\"first-year seminar astronomy\",\"FIRST-YEAR SEMINAR IN THE SOCIAL SCIENCES AND NATURAL SCIENCES\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"INTER-LS 107\",\"field\":\"title\",\"quote\":\"FIRST-YEAR SEMINAR IN THE SOCIAL SCIENCES AND NATURAL SCIENCES\",\"source_url\":\"https://guide.wisc.edu/courses/inter_ls/\"},{\"course_id\":\"INTER-LS 107\",\"field\":\"description\",\"quote\":\"Interdisciplinary topics in the social and natural sciences for first-year students.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_ls/\"}],\"text\":\"First-year seminar covering interdisciplinary topics in the social and natural sciences for first-year students.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTER-LS 107\",\"field\":\"description\",\"quote\":\"Interdisciplinary topics in the social and natural sciences for first-year students.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_ls/\"}],\"text\":\"Interdisciplinary topics in the social and natural sciences\"}]}","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_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"822cbd2d23e515dfef09e3f72ae928b2242b8f1f261a97500ca07da437f3f7de","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f1bdef7cb0b50b790a47f17f803cdfd0bc6c61b6a67f4ac0db351beebe7772ae","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Very belittling, do not take this FIG. It would be more beneficial to any students interested in astronomy to just take astronomy courses. Book we read was complex for a freshman level. Does not believe women can succeed in astronomy. (His words not mine). AVOID AT ALL COSTS.\",\"course_id\":\"INTER-LS 107\",\"date\":\"2025-12-25 16:49:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b22ad6fda9cc96b5caecd6c6\",\"instructor_id\":\"rmp:2409895\",\"instructor_name\":\"Robert Mathieu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzk2OTQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\"}],\"evidence_count\":1,\"review_ids\":[\"b22ad6fda9cc96b5caecd6c6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2409895\",\"name\":\"Robert Mathieu\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2409895\",\"summary\":\"Cited reviews criticize Robert Mathieu for a belittling teaching style and negative comments about women in astronomy.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He was a very nice professor, it was a very interesting class to make more sense of Astronomy (as part of the fig). That being said, if you intend on getting a major in Astronomy, do not take the fig, just start taking the classes required to achieve that degree. Reading \\\"the structure of scientific revolutions\\\" was not fun, however.\",\"course_id\":\"INTER-LS 107\",\"date\":\"2026-01-11 22:28:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6942ba5c1fa3ee83243d2b94\",\"instructor_id\":\"rmp:2409895\",\"instructor_name\":\"Robert Mathieu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyNDc2NjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\"}],\"evidence_count\":1,\"review_ids\":[\"6942ba5c1fa3ee83243d2b94\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2409895\",\"name\":\"Robert Mathieu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2409895\",\"summary\":\"One reviewer describes Robert Mathieu as a very nice professor and the class as interesting for making sense of Astronomy.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Very belittling, do not take this FIG. It would be more beneficial to any students interested in astronomy to just take astronomy courses. Book we read was complex for a freshman level. Does not believe women can succeed in astronomy. (His words not mine). AVOID AT ALL COSTS.\",\"course_id\":\"INTER-LS 107\",\"date\":\"2025-12-25 16:49:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b22ad6fda9cc96b5caecd6c6\",\"instructor_id\":\"rmp:2409895\",\"instructor_name\":\"Robert Mathieu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzk2OTQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\"},{\"comment\":\"He was a very nice professor, it was a very interesting class to make more sense of Astronomy (as part of the fig). That being said, if you intend on getting a major in Astronomy, do not take the fig, just start taking the classes required to achieve that degree. Reading \\\"the structure of scientific revolutions\\\" was not fun, however.\",\"course_id\":\"INTER-LS 107\",\"date\":\"2026-01-11 22:28:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6942ba5c1fa3ee83243d2b94\",\"instructor_id\":\"rmp:2409895\",\"instructor_name\":\"Robert Mathieu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyNDc2NjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\"}],\"evidence_count\":2,\"review_ids\":[\"b22ad6fda9cc96b5caecd6c6\",\"6942ba5c1fa3ee83243d2b94\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2409895\",\"name\":\"Robert Mathieu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":null,\"summary\":\"Reviews describe course readings as complex for a freshman level or not fun to read.\"}]}","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_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"822cbd2d23e515dfef09e3f72ae928b2242b8f1f261a97500ca07da437f3f7de","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f1bdef7cb0b50b790a47f17f803cdfd0bc6c61b6a67f4ac0db351beebe7772ae","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"f074492bf6b8dd43d94793c22be7cb2741cde58cd039509f460a8f25cc43cc4c\",\"course_id\":\"INTER-LS 107\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Robert Mathieu\",\"review_date\":\"2026-01-11 22:28:15 +0000 UTC\",\"review_id\":\"6942ba5c1fa3ee83243d2b94\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2409895\",\"source_review_id\":\"UmF0aW5nLTQyNDc2NjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"The required reading, The Structure of Scientific Revolutions, was described as not fun to read.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Robert Mathieu\",\"review_date\":\"2026-01-11 22:28:15 +0000 UTC\",\"review_id\":\"6942ba5c1fa3ee83243d2b94\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2409895\",\"source_review_id\":\"UmF0aW5nLTQyNDc2NjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students found the class interesting for making sense of astronomy, though some felt dedicated astronomy courses were a better path for majors.\"},{\"citations\":[{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.85 GPA, 88.2% A/AB (n=17 letter grades); Fall 2024: 3.83 GPA, 88.9% A/AB (n=18 letter grades); Fall 2025: 3.41 GPA, 68.8% A/AB (n=16 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Robert Mathieu\",\"review_date\":\"2025-12-25 16:49:28 +0000 UTC\",\"review_id\":\"b22ad6fda9cc96b5caecd6c6\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2409895\",\"source_review_id\":\"UmF0aW5nLTQyMzk2OTQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"One student reported feeling belittled and cited specific negative comments from the instructor regarding women in astronomy.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ROBERT MATHIEU is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0b716e414542b205b0bd4f5b19fd03a5d1d24ffb28b2b1f65db3ad01a9e87669","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0b716e414542b205b0bd4f5b19fd03a5d1d24ffb28b2b1f65db3ad01a9e87669","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"first-year seminar\",\"interdisciplinary social sciences\",\"natural sciences introduction\",\"first-year students\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"INTER-LS 107\",\"field\":\"title\",\"quote\":\"FIRST-YEAR SEMINAR IN THE SOCIAL SCIENCES AND NATURAL SCIENCES\"},{\"course_id\":\"INTER-LS 107\",\"field\":\"description\",\"quote\":\"Interdisciplinary topics in the social and natural sciences for first-year students.\"}],\"text\":\"A first-year seminar exploring interdisciplinary topics in the social and natural sciences.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTER-LS 107\",\"field\":\"description\",\"quote\":\"Interdisciplinary topics in the social and natural sciences\"}],\"text\":\"Interdisciplinary topics in the social and natural sciences\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0b716e414542b205b0bd4f5b19fd03a5d1d24ffb28b2b1f65db3ad01a9e87669","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"eed1c692c4c6dd5260802862e6a208f21579c2fd897fb2e75e1d99bbaed58bdd","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"eed1c692c4c6dd5260802862e6a208f21579c2fd897fb2e75e1d99bbaed58bdd","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"first-year seminar\",\"interdisciplinary social sciences\",\"natural sciences introduction\",\"first-year students\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"INTER-LS 107\",\"field\":\"title\",\"quote\":\"FIRST-YEAR SEMINAR IN THE SOCIAL SCIENCES AND NATURAL SCIENCES\"},{\"course_id\":\"INTER-LS 107\",\"field\":\"description\",\"quote\":\"Interdisciplinary topics in the social and natural sciences for first-year students.\"}],\"text\":\"A first-year seminar exploring interdisciplinary topics in the social and natural sciences.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTER-LS 107\",\"field\":\"description\",\"quote\":\"Interdisciplinary topics in the social and natural sciences\"}],\"text\":\"Interdisciplinary topics in the social and natural sciences\"}]}","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_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"eed1c692c4c6dd5260802862e6a208f21579c2fd897fb2e75e1d99bbaed58bdd","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"822cbd2d23e515dfef09e3f72ae928b2242b8f1f261a97500ca07da437f3f7de","job_id":"enrich-6556a505c10f448d98d02466","output_id":"fa69406e87bd236d9f86723011649aa2ec2d706f19d2207710a534c3dde68647","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"822cbd2d23e515dfef09e3f72ae928b2242b8f1f261a97500ca07da437f3f7de","job_id":"enrich-6556a505c10f448d98d02466","output_id":"fa69406e87bd236d9f86723011649aa2ec2d706f19d2207710a534c3dde68647","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"interdisciplinary topics social natural sciences\",\"first-year seminar astronomy\",\"FIRST-YEAR SEMINAR IN THE SOCIAL SCIENCES AND NATURAL SCIENCES\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"INTER-LS 107\",\"field\":\"title\",\"quote\":\"FIRST-YEAR SEMINAR IN THE SOCIAL SCIENCES AND NATURAL SCIENCES\",\"source_url\":\"https://guide.wisc.edu/courses/inter_ls/\"},{\"course_id\":\"INTER-LS 107\",\"field\":\"description\",\"quote\":\"Interdisciplinary topics in the social and natural sciences for first-year students.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_ls/\"}],\"text\":\"First-year seminar covering interdisciplinary topics in the social and natural sciences for first-year students.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTER-LS 107\",\"field\":\"description\",\"quote\":\"Interdisciplinary topics in the social and natural sciences for first-year students.\",\"source_url\":\"https://guide.wisc.edu/courses/inter_ls/\"}],\"text\":\"Interdisciplinary topics in the social and natural sciences\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"822cbd2d23e515dfef09e3f72ae928b2242b8f1f261a97500ca07da437f3f7de","job_id":"enrich-6556a505c10f448d98d02466","output_id":"fa69406e87bd236d9f86723011649aa2ec2d706f19d2207710a534c3dde68647","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Very belittling, do not take this FIG. It would be more beneficial to any students interested in astronomy to just take astronomy courses. Book we read was complex for a freshman level. Does not believe women can succeed in astronomy. (His words not mine). AVOID AT ALL COSTS.\",\"course_id\":\"INTER-LS 107\",\"date\":\"2025-12-25 16:49:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b22ad6fda9cc96b5caecd6c6\",\"instructor_id\":\"rmp:2409895\",\"instructor_name\":\"Robert Mathieu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzk2OTQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\"}],\"evidence_count\":1,\"review_ids\":[\"b22ad6fda9cc96b5caecd6c6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2409895\",\"name\":\"Robert Mathieu\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2409895\",\"summary\":\"Cited reviews criticize Robert Mathieu for a belittling teaching style and negative comments about women in astronomy.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He was a very nice professor, it was a very interesting class to make more sense of Astronomy (as part of the fig). That being said, if you intend on getting a major in Astronomy, do not take the fig, just start taking the classes required to achieve that degree. Reading \\\"the structure of scientific revolutions\\\" was not fun, however.\",\"course_id\":\"INTER-LS 107\",\"date\":\"2026-01-11 22:28:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6942ba5c1fa3ee83243d2b94\",\"instructor_id\":\"rmp:2409895\",\"instructor_name\":\"Robert Mathieu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyNDc2NjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\"}],\"evidence_count\":1,\"review_ids\":[\"6942ba5c1fa3ee83243d2b94\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2409895\",\"name\":\"Robert Mathieu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2409895\",\"summary\":\"One reviewer describes Robert Mathieu as a very nice professor and the class as interesting for making sense of Astronomy.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Very belittling, do not take this FIG. It would be more beneficial to any students interested in astronomy to just take astronomy courses. Book we read was complex for a freshman level. Does not believe women can succeed in astronomy. (His words not mine). AVOID AT ALL COSTS.\",\"course_id\":\"INTER-LS 107\",\"date\":\"2025-12-25 16:49:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"b22ad6fda9cc96b5caecd6c6\",\"instructor_id\":\"rmp:2409895\",\"instructor_name\":\"Robert Mathieu\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzk2OTQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\"},{\"comment\":\"He was a very nice professor, it was a very interesting class to make more sense of Astronomy (as part of the fig). That being said, if you intend on getting a major in Astronomy, do not take the fig, just start taking the classes required to achieve that degree. Reading \\\"the structure of scientific revolutions\\\" was not fun, however.\",\"course_id\":\"INTER-LS 107\",\"date\":\"2026-01-11 22:28:15 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6942ba5c1fa3ee83243d2b94\",\"instructor_id\":\"rmp:2409895\",\"instructor_name\":\"Robert Mathieu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyNDc2NjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\"}],\"evidence_count\":2,\"review_ids\":[\"b22ad6fda9cc96b5caecd6c6\",\"6942ba5c1fa3ee83243d2b94\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2409895\",\"name\":\"Robert Mathieu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":null,\"summary\":\"Reviews describe course readings as complex for a freshman level or not fun to read.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ca14928afaa198cd0bf89348e806f22cf5c9c5589a4795ffb5502b693ca8ad9f","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ca14928afaa198cd0bf89348e806f22cf5c9c5589a4795ffb5502b693ca8ad9f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"first-year seminar\",\"interdisciplinary social sciences\",\"natural sciences introduction\",\"first-year students\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"INTER-LS 107\",\"field\":\"title\",\"quote\":\"FIRST-YEAR SEMINAR IN THE SOCIAL SCIENCES AND NATURAL SCIENCES\"},{\"course_id\":\"INTER-LS 107\",\"field\":\"description\",\"quote\":\"Interdisciplinary topics in the social and natural sciences for first-year students.\"}],\"text\":\"A first-year seminar exploring interdisciplinary topics in the social and natural sciences.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTER-LS 107\",\"field\":\"description\",\"quote\":\"Interdisciplinary topics in the social and natural sciences\"}],\"text\":\"Interdisciplinary topics in the social and natural sciences\"}]}","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_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ca14928afaa198cd0bf89348e806f22cf5c9c5589a4795ffb5502b693ca8ad9f","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ca14928afaa198cd0bf89348e806f22cf5c9c5589a4795ffb5502b693ca8ad9f","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"6b4fb31b544f11205b7dbface3fa2dbc3df19daefc8d12b0ab9bbffc7a9df069\",\"course_id\":\"INTER-LS 107\",\"current_instructors\":[{\"instructor_uid\":\"instructor_e05002e7db05d9693aee7498\",\"message\":\"Summary generation failed\",\"name\":\"Robert Mathieu\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2409895\",\"summary\":[{\"citations\":[{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.41 GPA, 68.8% A/AB (n=16 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_e05002e7db05d9693aee7498\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.85 GPA, 88.2% A/AB (n=17 letter grades); Fall 2024: 3.83 GPA, 88.9% A/AB (n=18 letter grades); Fall 2025: 3.41 GPA, 68.8% A/AB (n=16 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ROBERT MATHIEU is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_e05002e7db05d9693aee7498\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f3635975c870bfe940bbfc673afa2f9ebea74556b978933933c95c9b988a71b9","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f3635975c870bfe940bbfc673afa2f9ebea74556b978933933c95c9b988a71b9","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"first-year seminar\",\"interdisciplinary social sciences\",\"natural sciences introduction\",\"first-year students\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"INTER-LS 107\",\"field\":\"title\",\"quote\":\"FIRST-YEAR SEMINAR IN THE SOCIAL SCIENCES AND NATURAL SCIENCES\"},{\"course_id\":\"INTER-LS 107\",\"field\":\"description\",\"quote\":\"Interdisciplinary topics in the social and natural sciences for first-year students.\"}],\"text\":\"A first-year seminar exploring interdisciplinary topics in the social and natural sciences.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTER-LS 107\",\"field\":\"description\",\"quote\":\"Interdisciplinary topics in the social and natural sciences\"}],\"text\":\"Interdisciplinary topics in the social and natural sciences\"}]}","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_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f3635975c870bfe940bbfc673afa2f9ebea74556b978933933c95c9b988a71b9","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_badf676743eeb04da2664094","course_id":"INTER-LS 107","catalog_version_id":"ee1e29fbf0237025c693689e64d0e695dcfc44c437cddd1ba27dd5f67d21130b","record_version_id":"176f8e53902498b1de35447d7273827b81f056c9be8b29ae7c9c129cec28a872","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f3635975c870bfe940bbfc673afa2f9ebea74556b978933933c95c9b988a71b9","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"6b4fb31b544f11205b7dbface3fa2dbc3df19daefc8d12b0ab9bbffc7a9df069\",\"course_id\":\"INTER-LS 107\",\"current_instructors\":[{\"instructor_uid\":\"instructor_e05002e7db05d9693aee7498\",\"message\":null,\"name\":\"Robert Mathieu\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2409895\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Robert Mathieu\",\"review_date\":\"2025-12-25 16:49:28 +0000 UTC\",\"review_id\":\"b22ad6fda9cc96b5caecd6c6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2409895\",\"source_review_id\":\"UmF0aW5nLTQyMzk2OTQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\",\"type\":\"review\"}],\"text\":\"Robert Mathieu is described as very belittling and accused of holding sexist views about women in astronomy, with one reviewer advising to avoid the course entirely.\"},{\"citations\":[{\"instructor_name\":\"Robert Mathieu\",\"review_date\":\"2026-01-11 22:28:15 +0000 UTC\",\"review_id\":\"6942ba5c1fa3ee83243d2b94\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2409895\",\"source_review_id\":\"UmF0aW5nLTQyNDc2NjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\",\"type\":\"review\"}],\"text\":\"Another reviewer found him nice and the class interesting for understanding astronomy, though they noted the reading material was not enjoyable and suggested the FIG is unnecessary for astronomy majors.\"},{\"citations\":[{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.41 GPA, 68.8% A/AB (n=16 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Robert Mathieu\",\"review_date\":\"2025-12-25 16:49:28 +0000 UTC\",\"review_id\":\"b22ad6fda9cc96b5caecd6c6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2409895\",\"source_review_id\":\"UmF0aW5nLTQyMzk2OTQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\",\"type\":\"review\"},{\"instructor_name\":\"Robert Mathieu\",\"review_date\":\"2026-01-11 22:28:15 +0000 UTC\",\"review_id\":\"6942ba5c1fa3ee83243d2b94\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2409895\",\"source_review_id\":\"UmF0aW5nLTQyNDc2NjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\",\"type\":\"review\"}],\"text\":\"Reviewers note the reading material is complex for freshmen, specifically citing 'The Structure of Scientific Revolutions' as not fun.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Robert Mathieu\",\"review_date\":\"2025-12-25 16:49:28 +0000 UTC\",\"review_id\":\"b22ad6fda9cc96b5caecd6c6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2409895\",\"source_review_id\":\"UmF0aW5nLTQyMzk2OTQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\",\"type\":\"review\"},{\"instructor_name\":\"Robert Mathieu\",\"review_date\":\"2026-01-11 22:28:15 +0000 UTC\",\"review_id\":\"6942ba5c1fa3ee83243d2b94\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2409895\",\"source_review_id\":\"UmF0aW5nLTQyNDc2NjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\",\"type\":\"review\"}],\"text\":\"Reviews of Robert Mathieu's INTER-LS 107 are sharply divided, with one student calling the course belittling and another finding it interesting and nice.\"},{\"citations\":[{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.85 GPA, 88.2% A/AB (n=17 letter grades); Fall 2024: 3.83 GPA, 88.9% A/AB (n=18 letter grades); Fall 2025: 3.41 GPA, 68.8% A/AB (n=16 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Robert Mathieu\",\"review_date\":\"2025-12-25 16:49:28 +0000 UTC\",\"review_id\":\"b22ad6fda9cc96b5caecd6c6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2409895\",\"source_review_id\":\"UmF0aW5nLTQyMzk2OTQy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\",\"type\":\"review\"},{\"instructor_name\":\"Robert Mathieu\",\"review_date\":\"2026-01-11 22:28:15 +0000 UTC\",\"review_id\":\"6942ba5c1fa3ee83243d2b94\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2409895\",\"source_review_id\":\"UmF0aW5nLTQyNDc2NjIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2409895\",\"type\":\"review\"}],\"text\":\"Students disagree on the value; one advises avoiding the FIG entirely, while another suggests it helps make sense of astronomy but is not suitable for majors.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"INTER-LS 107\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"source_record\":{\"entity_id\":\"3b31c0cf-87e3-340c-a10a-357ffba122da\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ROBERT MATHIEU is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]