[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"be893a1a8ae060ac019f147b9796787948588b424deff17bc2e781e13b38f185","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior 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":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"be893a1a8ae060ac019f147b9796787948588b424deff17bc2e781e13b38f185","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"sociology of family\",\"family sociology\",\"family institutions\",\"demography economics history anthropology family\",\"family change inequality\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"Examines family life from a sociological perspective\"}],\"text\":\"SOC 640 examines family life from a sociological perspective, drawing on insights from demography, economics, history and anthropology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"Considers theories and empirical evidence about families as social institutions\"}],\"text\":\"Families as social institutions\"},{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"patterns of family change\"}],\"text\":\"Patterns of family change\"},{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"families and inequality\"}],\"text\":\"Families and inequality\"}]}","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_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"be893a1a8ae060ac019f147b9796787948588b424deff17bc2e781e13b38f185","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_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"b564436fe7669c6cd07534802133da3404f3d6be146317756a2f4045944dabc8","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior 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_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"b564436fe7669c6cd07534802133da3404f3d6be146317756a2f4045944dabc8","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"sociology of family\",\"family sociology\",\"family institutions\",\"demography economics history anthropology family\",\"family change inequality\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"Examines family life from a sociological perspective\"}],\"text\":\"SOC 640 examines family life from a sociological perspective, drawing on insights from demography, economics, history and anthropology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"Considers theories and empirical evidence about families as social institutions\"}],\"text\":\"Families as social institutions\"},{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"patterns of family change\"}],\"text\":\"Patterns of family change\"},{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"families and inequality\"}],\"text\":\"Families and inequality\"}]}","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_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"b564436fe7669c6cd07534802133da3404f3d6be146317756a2f4045944dabc8","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Christine is a great professor. She is easy to understand, approachable, and clear about requirements. Discussions are lively and interesting. Definitely recommended!\",\"course_id\":\"SOC 640\",\"date\":\"2012-05-23 16:57:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4e3705c231216ddc98e990dd\",\"instructor_id\":\"rmp:1502634\",\"instructor_name\":\"Christine Schwartz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM2NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\"}],\"evidence_count\":1,\"review_ids\":[\"4e3705c231216ddc98e990dd\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1502634\",\"name\":\"Christine Schwartz\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2012\"},\"sentiment\":\"positive\",\"summary\":\"Professor Christine Schwartz is easy to understand and clear about requirements.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Christine is a great professor. She is easy to understand, approachable, and clear about requirements. Discussions are lively and interesting. Definitely recommended!\",\"course_id\":\"SOC 640\",\"date\":\"2012-05-23 16:57:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4e3705c231216ddc98e990dd\",\"instructor_id\":\"rmp:1502634\",\"instructor_name\":\"Christine Schwartz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM2NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\"}],\"evidence_count\":1,\"review_ids\":[\"4e3705c231216ddc98e990dd\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1502634\",\"name\":\"Christine Schwartz\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2012\"},\"sentiment\":\"positive\",\"summary\":\"The professor is approachable and the discussions are lively and interesting, making the course highly recommended.\"}]}","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_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d80d89dd03c8e3f1c5f5bf49c45e0321078e76fa947438327ad55f162bfb5e1c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior 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_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d80d89dd03c8e3f1c5f5bf49c45e0321078e76fa947438327ad55f162bfb5e1c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"sociology of family\",\"family sociology\",\"family institutions\",\"demography economics history anthropology family\",\"family change inequality\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"Examines family life from a sociological perspective\"}],\"text\":\"SOC 640 examines family life from a sociological perspective, drawing on insights from demography, economics, history and anthropology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"Considers theories and empirical evidence about families as social institutions\"}],\"text\":\"Families as social institutions\"},{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"patterns of family change\"}],\"text\":\"Patterns of family change\"},{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"families and inequality\"}],\"text\":\"Families and inequality\"}]}","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_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d80d89dd03c8e3f1c5f5bf49c45e0321078e76fa947438327ad55f162bfb5e1c","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Christine is a great professor. She is easy to understand, approachable, and clear about requirements. Discussions are lively and interesting. Definitely recommended!\",\"course_id\":\"SOC 640\",\"date\":\"2012-05-23 16:57:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4e3705c231216ddc98e990dd\",\"instructor_id\":\"rmp:1502634\",\"instructor_name\":\"Christine Schwartz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM2NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\"}],\"evidence_count\":1,\"review_ids\":[\"4e3705c231216ddc98e990dd\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1502634\",\"name\":\"Christine Schwartz\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2012\"},\"sentiment\":\"positive\",\"summary\":\"Professor Christine Schwartz is easy to understand and clear about requirements.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Christine is a great professor. She is easy to understand, approachable, and clear about requirements. Discussions are lively and interesting. Definitely recommended!\",\"course_id\":\"SOC 640\",\"date\":\"2012-05-23 16:57:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4e3705c231216ddc98e990dd\",\"instructor_id\":\"rmp:1502634\",\"instructor_name\":\"Christine Schwartz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM2NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\"}],\"evidence_count\":1,\"review_ids\":[\"4e3705c231216ddc98e990dd\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1502634\",\"name\":\"Christine Schwartz\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2012\"},\"sentiment\":\"positive\",\"summary\":\"The professor is approachable and the discussions are lively and interesting, making the course highly recommended.\"}]}","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_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d80d89dd03c8e3f1c5f5bf49c45e0321078e76fa947438327ad55f162bfb5e1c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ca26c1be080e6a4f21215721280f9e64ae38ec7e345649d60ef23886b936abce\",\"course_id\":\"SOC 640\",\"current_instructors\":[{\"instructor_uid\":\"instructor_3ac99fa66ecbf3fa8b3f6a67\",\"message\":\"No course-specific reviews available\",\"name\":\"Allison Daminger\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.67 GPA, 76.2% A/AB (n=21 letter grades); Spring 2024: 3.73 GPA, 83.3% A/AB (n=24 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Christine Schwartz\",\"review_date\":\"2012-05-23 16:57:07 +0000 UTC\",\"review_id\":\"4e3705c231216ddc98e990dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1502634\",\"source_review_id\":\"UmF0aW5nLTIwMzM2NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\",\"type\":\"review\"}],\"text\":\"Historical reviews for Christine Schwartz describe her as easy to understand, approachable, and clear about requirements, with lively discussions. No reviews are available for current instructor Allison Daminger.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Christine Schwartz\",\"review_date\":\"2012-05-23 16:57:07 +0000 UTC\",\"review_id\":\"4e3705c231216ddc98e990dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1502634\",\"source_review_id\":\"UmF0aW5nLTIwMzM2NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\",\"type\":\"review\"}],\"text\":\"Historical reviews for Christine Schwartz describe her as easy to understand, approachable, and clear, with lively discussions that students recommend.\"},{\"citations\":[{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.77 GPA, 95.5% A/AB (n=22 letter grades); Spring 2023: 3.67 GPA, 76.2% A/AB (n=21 letter grades); Spring 2024: 3.73 GPA, 83.3% A/AB (n=24 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Christine Schwartz\",\"review_date\":\"2012-05-23 16:57:07 +0000 UTC\",\"review_id\":\"4e3705c231216ddc98e990dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1502634\",\"source_review_id\":\"UmF0aW5nLTIwMzM2NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\",\"type\":\"review\"}],\"text\":\"Historical reviews of Christine Schwartz: Students found the course engaging due to interesting discussions and clear requirements under instructor Christine Schwartz.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ALLISON DAMINGER is recorded teaching in Spring 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"CHRISTINE SCHWARTZ is recorded teaching in Fall 2007, Fall 2008, Spring 2009, Spring 2012, 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_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"0e01381d7df4e899124ce0582b9b51586487505a4f6a21687f2b248d6dfa5af3","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior 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_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"0e01381d7df4e899124ce0582b9b51586487505a4f6a21687f2b248d6dfa5af3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"sociology of family\",\"family sociology\",\"family institutions\",\"demography economics history anthropology family\",\"family change inequality\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"Examines family life from a sociological perspective\"}],\"text\":\"SOC 640 examines family life from a sociological perspective, drawing on insights from demography, economics, history and anthropology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"Considers theories and empirical evidence about families as social institutions\"}],\"text\":\"Families as social institutions\"},{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"patterns of family change\"}],\"text\":\"Patterns of family change\"},{\"evidence\":[{\"course_id\":\"SOC 640\",\"field\":\"description\",\"quote\":\"families and inequality\"}],\"text\":\"Families and inequality\"}]}","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_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"0e01381d7df4e899124ce0582b9b51586487505a4f6a21687f2b248d6dfa5af3","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Christine is a great professor. She is easy to understand, approachable, and clear about requirements. Discussions are lively and interesting. Definitely recommended!\",\"course_id\":\"SOC 640\",\"date\":\"2012-05-23 16:57:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4e3705c231216ddc98e990dd\",\"instructor_id\":\"rmp:1502634\",\"instructor_name\":\"Christine Schwartz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM2NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\"}],\"evidence_count\":1,\"review_ids\":[\"4e3705c231216ddc98e990dd\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1502634\",\"name\":\"Christine Schwartz\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2012\"},\"sentiment\":\"positive\",\"summary\":\"Professor Christine Schwartz is easy to understand and clear about requirements.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Christine is a great professor. She is easy to understand, approachable, and clear about requirements. Discussions are lively and interesting. Definitely recommended!\",\"course_id\":\"SOC 640\",\"date\":\"2012-05-23 16:57:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4e3705c231216ddc98e990dd\",\"instructor_id\":\"rmp:1502634\",\"instructor_name\":\"Christine Schwartz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIwMzM2NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\"}],\"evidence_count\":1,\"review_ids\":[\"4e3705c231216ddc98e990dd\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1502634\",\"name\":\"Christine Schwartz\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2012\"},\"sentiment\":\"positive\",\"summary\":\"The professor is approachable and the discussions are lively and interesting, making the course highly recommended.\"}]}","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_4dd4e5688344d6a3eeb904f9","course_id":"SOC 640","catalog_version_id":"c65d26d7a122154da9da286e7b032a26af1ab3dc1c3a7b12b10dd455fd195a5d","record_version_id":"7144315696e5f8bcfb49b4ec88bfa4d1c4bcf4d7d1aecb1666743509ce8bbb31","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"0e01381d7df4e899124ce0582b9b51586487505a4f6a21687f2b248d6dfa5af3","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ca26c1be080e6a4f21215721280f9e64ae38ec7e345649d60ef23886b936abce\",\"course_id\":\"SOC 640\",\"current_instructors\":[{\"instructor_uid\":\"instructor_3ac99fa66ecbf3fa8b3f6a67\",\"message\":\"No course-specific reviews available\",\"name\":\"Allison Daminger\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.67 GPA, 76.2% A/AB (n=21 letter grades); Spring 2024: 3.73 GPA, 83.3% A/AB (n=24 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Christine Schwartz\",\"review_date\":\"2012-05-23 16:57:07 +0000 UTC\",\"review_id\":\"4e3705c231216ddc98e990dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1502634\",\"source_review_id\":\"UmF0aW5nLTIwMzM2NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\",\"type\":\"review\"}],\"text\":\"Historical reviews for Christine Schwartz describe her as easy to understand, approachable, and clear about requirements, with lively and interesting discussions. The reviewer recommends the course based on these positive experiences.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Christine Schwartz\",\"review_date\":\"2012-05-23 16:57:07 +0000 UTC\",\"review_id\":\"4e3705c231216ddc98e990dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1502634\",\"source_review_id\":\"UmF0aW5nLTIwMzM2NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\",\"type\":\"review\"}],\"text\":\"Historical reviews for Christine Schwartz describe her as easy to understand, approachable, and clear, with lively discussions that students recommend.\"},{\"citations\":[{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.77 GPA, 95.5% A/AB (n=22 letter grades); Spring 2023: 3.67 GPA, 76.2% A/AB (n=21 letter grades); Spring 2024: 3.73 GPA, 83.3% A/AB (n=24 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Christine Schwartz\",\"review_date\":\"2012-05-23 16:57:07 +0000 UTC\",\"review_id\":\"4e3705c231216ddc98e990dd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1502634\",\"source_review_id\":\"UmF0aW5nLTIwMzM2NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1502634\",\"type\":\"review\"}],\"text\":\"Historical reviews of Christine Schwartz: Students found the course engaging due to interesting discussions and clear requirements under instructor Christine Schwartz.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"ALLISON DAMINGER is recorded teaching in Spring 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"SOC 640\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"source_record\":{\"entity_id\":\"7ed35f53-ab94-327f-b78a-ed3c5b7e04e1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"CHRISTINE SCHWARTZ is recorded teaching in Fall 2007, Fall 2008, Spring 2009, Spring 2012, 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}]