[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"4000cee24292bbb2e97c9f9fca28ec16461b267802dea0ca91e465da310186d5","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"999fc38bc5c79181755a12699b56f0acd1b37ce09db927fe6c996f6e09bcc044","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"cond-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"cond-1\",\"status\":\"parsed\"}","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"4000cee24292bbb2e97c9f9fca28ec16461b267802dea0ca91e465da310186d5","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"999fc38bc5c79181755a12699b56f0acd1b37ce09db927fe6c996f6e09bcc044","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"young adult media\",\"YA literature and resources\",\"media censorship\",\"teen book selection\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"Critically examines media trends, materials, selection criteria, recommendations, and censorship.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"},{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"Students will develop an ability to advocate for and promote materials according to intellectual, emotional, social and physical needs of young adults.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Critical examination of media trends, selection criteria, and advocacy for young adult materials.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"title\",\"quote\":\"LITERATURE AND RESOURCES FOR YOUTH\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"},{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"A survey of media interests and needs of young adults including books, film, television, audio, and production technologies. Critically examines media trends, materials, selection criteria, recommendations, and censorship.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Survey of young adult media interests and needs, covering books, film, television, audio, and production technologies, with a critical examination of trends, selection, and censorship.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"books, film, television, audio, and production technologies\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Books, film, television, audio, and production technologies\"},{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"media trends, materials, selection criteria, recommendations, and censorship\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Media trends, selection criteria, recommendations, and censorship\"},{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"intellectual, emotional, social and physical needs of young adults\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Intellectual, emotional, social, and physical needs of young adults\"}]}","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"4000cee24292bbb2e97c9f9fca28ec16461b267802dea0ca91e465da310186d5","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"999fc38bc5c79181755a12699b56f0acd1b37ce09db927fe6c996f6e09bcc044","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"4000cee24292bbb2e97c9f9fca28ec16461b267802dea0ca91e465da310186d5","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"999fc38bc5c79181755a12699b56f0acd1b37ce09db927fe6c996f6e09bcc044","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"5c6d03a4c6829335d27bb8d31bd8c8001c51c4dda9e215d3c77edcb6345b8b69\",\"course_id\":\"LIS 631\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LIS 631\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"fbcff6cd-a68f-3a56-9f33-53e922eb89a6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"LIS 631\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"fbcff6cd-a68f-3a56-9f33-53e922eb89a6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"LIS 631\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"fbcff6cd-a68f-3a56-9f33-53e922eb89a6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2022: 3.88 GPA, 100.0% A/AB (n=12 letter grades); Spring 2023: 3.97 GPA, 100.0% A/AB (n=17 letter grades); Spring 2025: 3.95 GPA, 95.2% A/AB (n=21 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"ebac2d8c6a85682d59a5da87bee428fcb069aaf178aeaf2269c921fc6d7229eb","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"05e187a15005a4afe747c1bb95a464adc4b2b3835cdadcaabeeff7f67c0c5e2b","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"ebac2d8c6a85682d59a5da87bee428fcb069aaf178aeaf2269c921fc6d7229eb","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"05e187a15005a4afe747c1bb95a464adc4b2b3835cdadcaabeeff7f67c0c5e2b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"young adult literature\",\"media selection criteria\",\"youth services librarianship\",\"intellectual freedom censorship\",\"advocacy for young adult materials\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"Students will develop an ability to advocate for and promote materials according to intellectual, emotional, social and physical needs of young adults.\"}],\"text\":\"Advocate for and promote materials based on youth needs\"},{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"Critically examines media trends, materials, selection criteria, recommendations, and censorship.\"}],\"text\":\"Critically examine media trends and selection criteria\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"A survey of media interests and needs of young adults including books, film, television, audio, and production technologies.\"}],\"text\":\"Survey of media interests and needs of young adults, examining trends, selection, and censorship to develop advocacy skills.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"media interests and needs of young adults including books, film, television, audio, and production technologies\"}],\"text\":\"Media interests and needs of young adults\"},{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"media trends, materials, selection criteria, recommendations, and censorship\"}],\"text\":\"Media trends, selection criteria, and censorship\"}]}","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"ebac2d8c6a85682d59a5da87bee428fcb069aaf178aeaf2269c921fc6d7229eb","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"05e187a15005a4afe747c1bb95a464adc4b2b3835cdadcaabeeff7f67c0c5e2b","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"ebac2d8c6a85682d59a5da87bee428fcb069aaf178aeaf2269c921fc6d7229eb","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"fd9f91f036b789ee507947066d5441c19c700bd655633c1da326ba585dfc6384","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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"ebac2d8c6a85682d59a5da87bee428fcb069aaf178aeaf2269c921fc6d7229eb","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"fd9f91f036b789ee507947066d5441c19c700bd655633c1da326ba585dfc6384","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"young adult literature\",\"media selection criteria\",\"youth services librarianship\",\"intellectual freedom censorship\",\"advocacy for young adult materials\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"Students will develop an ability to advocate for and promote materials according to intellectual, emotional, social and physical needs of young adults.\"}],\"text\":\"Advocate for and promote materials based on youth needs\"},{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"Critically examines media trends, materials, selection criteria, recommendations, and censorship.\"}],\"text\":\"Critically examine media trends and selection criteria\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"A survey of media interests and needs of young adults including books, film, television, audio, and production technologies.\"}],\"text\":\"Survey of media interests and needs of young adults, examining trends, selection, and censorship to develop advocacy skills.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"media interests and needs of young adults including books, film, television, audio, and production technologies\"}],\"text\":\"Media interests and needs of young adults\"},{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"media trends, materials, selection criteria, recommendations, and censorship\"}],\"text\":\"Media trends, selection criteria, and censorship\"}]}","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"ebac2d8c6a85682d59a5da87bee428fcb069aaf178aeaf2269c921fc6d7229eb","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"fd9f91f036b789ee507947066d5441c19c700bd655633c1da326ba585dfc6384","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"4000cee24292bbb2e97c9f9fca28ec16461b267802dea0ca91e465da310186d5","job_id":"enrich-6556a505c10f448d98d02466","output_id":"e3f673765285d6577eda9fb1764055b5e48a0e07c2ec04349f8bd3c82e893e76","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"cond-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"cond-1\",\"status\":\"parsed\"}","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"4000cee24292bbb2e97c9f9fca28ec16461b267802dea0ca91e465da310186d5","job_id":"enrich-6556a505c10f448d98d02466","output_id":"e3f673765285d6577eda9fb1764055b5e48a0e07c2ec04349f8bd3c82e893e76","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"young adult media\",\"YA literature and resources\",\"media censorship\",\"teen book selection\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"Critically examines media trends, materials, selection criteria, recommendations, and censorship.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"},{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"Students will develop an ability to advocate for and promote materials according to intellectual, emotional, social and physical needs of young adults.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Critical examination of media trends, selection criteria, and advocacy for young adult materials.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"title\",\"quote\":\"LITERATURE AND RESOURCES FOR YOUTH\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"},{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"A survey of media interests and needs of young adults including books, film, television, audio, and production technologies. Critically examines media trends, materials, selection criteria, recommendations, and censorship.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Survey of young adult media interests and needs, covering books, film, television, audio, and production technologies, with a critical examination of trends, selection, and censorship.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"books, film, television, audio, and production technologies\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Books, film, television, audio, and production technologies\"},{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"media trends, materials, selection criteria, recommendations, and censorship\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Media trends, selection criteria, recommendations, and censorship\"},{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"intellectual, emotional, social and physical needs of young adults\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Intellectual, emotional, social, and physical needs of young adults\"}]}","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"4000cee24292bbb2e97c9f9fca28ec16461b267802dea0ca91e465da310186d5","job_id":"enrich-6556a505c10f448d98d02466","output_id":"e3f673765285d6577eda9fb1764055b5e48a0e07c2ec04349f8bd3c82e893e76","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"ebac2d8c6a85682d59a5da87bee428fcb069aaf178aeaf2269c921fc6d7229eb","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9fe683c1cb7e8138d5111c118cfdc62b4d10412d30124266d12b6f3c1b442361","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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"ebac2d8c6a85682d59a5da87bee428fcb069aaf178aeaf2269c921fc6d7229eb","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9fe683c1cb7e8138d5111c118cfdc62b4d10412d30124266d12b6f3c1b442361","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"young adult literature\",\"media selection criteria\",\"youth services librarianship\",\"intellectual freedom censorship\",\"advocacy for young adult materials\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"Students will develop an ability to advocate for and promote materials according to intellectual, emotional, social and physical needs of young adults.\"}],\"text\":\"Advocate for and promote materials based on youth needs\"},{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"Critically examines media trends, materials, selection criteria, recommendations, and censorship.\"}],\"text\":\"Critically examine media trends and selection criteria\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"A survey of media interests and needs of young adults including books, film, television, audio, and production technologies.\"}],\"text\":\"Survey of media interests and needs of young adults, examining trends, selection, and censorship to develop advocacy skills.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"media interests and needs of young adults including books, film, television, audio, and production technologies\"}],\"text\":\"Media interests and needs of young adults\"},{\"evidence\":[{\"course_id\":\"LIS 631\",\"field\":\"description\",\"quote\":\"media trends, materials, selection criteria, recommendations, and censorship\"}],\"text\":\"Media trends, selection criteria, and censorship\"}]}","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"ebac2d8c6a85682d59a5da87bee428fcb069aaf178aeaf2269c921fc6d7229eb","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9fe683c1cb7e8138d5111c118cfdc62b4d10412d30124266d12b6f3c1b442361","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_f4925403ebcbeac8dd7877de","course_id":"LIS 631","catalog_version_id":"4784c8b2b21d1a2bf834636035651663ed2e38f45e8fb48d24ab586e13d43761","record_version_id":"ebac2d8c6a85682d59a5da87bee428fcb069aaf178aeaf2269c921fc6d7229eb","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9fe683c1cb7e8138d5111c118cfdc62b4d10412d30124266d12b6f3c1b442361","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"99ce14f925aa4bdeb16cb40fa4b5a3e950b4e5578c7898cdda3269b79613caf9\",\"course_id\":\"LIS 631\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LIS 631\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fbcff6cd-a68f-3a56-9f33-53e922eb89a6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"LIS 631\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fbcff6cd-a68f-3a56-9f33-53e922eb89a6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"LIS 631\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fbcff6cd-a68f-3a56-9f33-53e922eb89a6\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2022: 3.88 GPA, 100.0% A/AB (n=12 letter grades); Spring 2023: 3.97 GPA, 100.0% A/AB (n=17 letter grades); Spring 2025: 3.95 GPA, 95.2% A/AB (n=21 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"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}]