[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"81f85f97fe488785cd8b83536c7d21dc49ec03b9128a3c9d39a3835c2bef879c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"07ddb100a2fe36dc45bc109f0cad5e12039c497cc8614d8f55d9df9f7796ba7c","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"L I S 601and602or concurrent enrollment\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":601,\"minimum_grade\":null,\"subjects\":[\"LIS\"],\"timing\":\"prior\"},\"evidence\":\"L I S 601\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":602,\"minimum_grade\":null,\"subjects\":[\"LIS\"],\"timing\":\"prior\"},\"evidence\":\"602\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[\"Source text lacks spaces between course numbers and logical operators.\",\"Interpreted 'or concurrent enrollment' as a third alternative option rather than modifying the timing of the courses.\"],\"root\":\"root\",\"status\":\"needs_review\"}","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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"81f85f97fe488785cd8b83536c7d21dc49ec03b9128a3c9d39a3835c2bef879c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"07ddb100a2fe36dc45bc109f0cad5e12039c497cc8614d8f55d9df9f7796ba7c","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"Collection development\",\"Selection and control of collections\",\"Librarians building collections\",\"Access and ownership in libraries\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"teach professional skills in selection and control of collections\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Professional skills in selection and control of collections\"},{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Examines large societal forces affecting the ways librarians have traditionally built collections and contemporary changes in access and ownership.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Analysis of societal forces, traditional collection building, and contemporary changes in access and ownership\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"title\",\"quote\":\"COLLECTION MANAGEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"},{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Collection development designed to teach professional skills in selection and control of collections. Examines large societal forces affecting the ways librarians have traditionally built collections and contemporary changes in access and ownership.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Teaches professional skills in collection development, selection, and control while examining societal forces and contemporary changes in access and ownership.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"selection and control of collections\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Selection and control of collections\"},{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"large societal forces affecting the ways librarians have traditionally built collections\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Societal forces affecting traditional collection building\"},{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"contemporary changes in access and ownership\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Contemporary changes in access and ownership\"}]}","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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"81f85f97fe488785cd8b83536c7d21dc49ec03b9128a3c9d39a3835c2bef879c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"07ddb100a2fe36dc45bc109f0cad5e12039c497cc8614d8f55d9df9f7796ba7c","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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"81f85f97fe488785cd8b83536c7d21dc49ec03b9128a3c9d39a3835c2bef879c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"07ddb100a2fe36dc45bc109f0cad5e12039c497cc8614d8f55d9df9f7796ba7c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"fb7ebce0643a662645533e7baf28d4a3e503842ec9679582412bdf5d4aa2e5d2\",\"course_id\":\"LIS 655\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LIS 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"314bf4c3-988e-3c5d-b732-9569c2980e6d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LIS 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"314bf4c3-988e-3c5d-b732-9569c2980e6d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"314bf4c3-988e-3c5d-b732-9569c2980e6d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.83 GPA, 90.5% A/AB (n=21 letter grades); Fall 2025: 3.84 GPA, 93.8% A/AB (n=16 letter grades); Spring 2026: 3.85 GPA, 97.0% A/AB (n=33 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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"136295f1bd60c22fe67c0fd5d7f088505dd1d34331ddf3fb40df64ca3f2e9858","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"27eb1160bb18d18c74e6f34e702126adfc75e0f406765dca5aefb5b03d04b842","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"L I S 601and602or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":601,\"minimum_grade\":null,\"subjects\":[\"LIS\"],\"timing\":\"prior\"},\"evidence\":\"L I S 601and602\",\"id\":\"n0\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":602,\"minimum_grade\":null,\"subjects\":[\"LIS\"],\"timing\":\"prior\"},\"evidence\":\"L I S 601and602\",\"id\":\"n1\",\"kind\":\"course\"}],\"notes\":[\"The phrase 'L I S 601and602' is parsed as a conjunction (AND) of LIS 601 and LIS 602 based on the 'or concurrent enrollment' alternative structure.\"],\"root\":\"n2\",\"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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"136295f1bd60c22fe67c0fd5d7f088505dd1d34331ddf3fb40df64ca3f2e9858","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"27eb1160bb18d18c74e6f34e702126adfc75e0f406765dca5aefb5b03d04b842","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"LIS 601\",\"field\":\"description\",\"quote\":\"Provides an introduction to major themes and topics in information studies as well as the language and literature of the field and related disciplines.\"},{\"course_id\":\"LIS 602\",\"field\":\"description\",\"quote\":\"Introduces basic concepts and principles of information organization and online searching.\"}],\"text\":\"Foundational knowledge in information studies, including information agencies, ethical/legal issues, and information organization/retrieval theories.\"}],\"search_phrases\":[\"library collection development\",\"information organization principles\",\"library selection policies\",\"information access ownership\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Collection development designed to teach professional skills in selection and control of collections.\"}],\"text\":\"Professional skills in selection and control of library collections.\"},{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Examines large societal forces affecting the ways librarians have traditionally built collections and contemporary changes in access and ownership.\"}],\"text\":\"Analysis of societal forces and contemporary changes in access and ownership affecting collection building.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"title\",\"quote\":\"COLLECTION MANAGEMENT\"},{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Collection development designed to teach professional skills in selection and control of collections.\"}],\"text\":\"LIS 655 teaches professional skills in library collection selection and control, examining societal forces and contemporary changes in access and ownership.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Examines large societal forces affecting the ways librarians have traditionally built collections\"}],\"text\":\"Societal forces affecting traditional collection building.\"},{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"contemporary changes in access and ownership\"}],\"text\":\"Contemporary changes in information access and ownership.\"}]}","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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"136295f1bd60c22fe67c0fd5d7f088505dd1d34331ddf3fb40df64ca3f2e9858","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"27eb1160bb18d18c74e6f34e702126adfc75e0f406765dca5aefb5b03d04b842","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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"136295f1bd60c22fe67c0fd5d7f088505dd1d34331ddf3fb40df64ca3f2e9858","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8e0de06ef45bd725d92be3a9290af36ba76022bff3a3ed1d9c61f196e727fbc0","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"L I S 601and602or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":601,\"minimum_grade\":null,\"subjects\":[\"LIS\"],\"timing\":\"prior\"},\"evidence\":\"L I S 601and602\",\"id\":\"n0\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":602,\"minimum_grade\":null,\"subjects\":[\"LIS\"],\"timing\":\"prior\"},\"evidence\":\"L I S 601and602\",\"id\":\"n1\",\"kind\":\"course\"}],\"notes\":[\"The phrase 'L I S 601and602' is parsed as a conjunction (AND) of LIS 601 and LIS 602 based on the 'or concurrent enrollment' alternative structure.\"],\"root\":\"n2\",\"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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"136295f1bd60c22fe67c0fd5d7f088505dd1d34331ddf3fb40df64ca3f2e9858","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8e0de06ef45bd725d92be3a9290af36ba76022bff3a3ed1d9c61f196e727fbc0","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"LIS 601\",\"field\":\"description\",\"quote\":\"Provides an introduction to major themes and topics in information studies as well as the language and literature of the field and related disciplines.\"},{\"course_id\":\"LIS 602\",\"field\":\"description\",\"quote\":\"Introduces basic concepts and principles of information organization and online searching.\"}],\"text\":\"Foundational knowledge in information studies, including information agencies, ethical/legal issues, and information organization/retrieval theories.\"}],\"search_phrases\":[\"library collection development\",\"information organization principles\",\"library selection policies\",\"information access ownership\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Collection development designed to teach professional skills in selection and control of collections.\"}],\"text\":\"Professional skills in selection and control of library collections.\"},{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Examines large societal forces affecting the ways librarians have traditionally built collections and contemporary changes in access and ownership.\"}],\"text\":\"Analysis of societal forces and contemporary changes in access and ownership affecting collection building.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"title\",\"quote\":\"COLLECTION MANAGEMENT\"},{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Collection development designed to teach professional skills in selection and control of collections.\"}],\"text\":\"LIS 655 teaches professional skills in library collection selection and control, examining societal forces and contemporary changes in access and ownership.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Examines large societal forces affecting the ways librarians have traditionally built collections\"}],\"text\":\"Societal forces affecting traditional collection building.\"},{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"contemporary changes in access and ownership\"}],\"text\":\"Contemporary changes in information access and ownership.\"}]}","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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"136295f1bd60c22fe67c0fd5d7f088505dd1d34331ddf3fb40df64ca3f2e9858","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8e0de06ef45bd725d92be3a9290af36ba76022bff3a3ed1d9c61f196e727fbc0","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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"81f85f97fe488785cd8b83536c7d21dc49ec03b9128a3c9d39a3835c2bef879c","job_id":"enrich-6556a505c10f448d98d02466","output_id":"b25583e71b7e3caf05d12142e4ef69e098f4adeda05b5c2aed73b473c26cf960","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"L I S 601and602or concurrent enrollment\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":601,\"minimum_grade\":null,\"subjects\":[\"LIS\"],\"timing\":\"prior\"},\"evidence\":\"L I S 601\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":602,\"minimum_grade\":null,\"subjects\":[\"LIS\"],\"timing\":\"prior\"},\"evidence\":\"602\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[\"Source text lacks spaces between course numbers and logical operators.\",\"Interpreted 'or concurrent enrollment' as a third alternative option rather than modifying the timing of the courses.\"],\"root\":\"root\",\"status\":\"needs_review\"}","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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"81f85f97fe488785cd8b83536c7d21dc49ec03b9128a3c9d39a3835c2bef879c","job_id":"enrich-6556a505c10f448d98d02466","output_id":"b25583e71b7e3caf05d12142e4ef69e098f4adeda05b5c2aed73b473c26cf960","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"Collection development\",\"Selection and control of collections\",\"Librarians building collections\",\"Access and ownership in libraries\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"teach professional skills in selection and control of collections\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Professional skills in selection and control of collections\"},{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Examines large societal forces affecting the ways librarians have traditionally built collections and contemporary changes in access and ownership.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Analysis of societal forces, traditional collection building, and contemporary changes in access and ownership\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"title\",\"quote\":\"COLLECTION MANAGEMENT\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"},{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Collection development designed to teach professional skills in selection and control of collections. Examines large societal forces affecting the ways librarians have traditionally built collections and contemporary changes in access and ownership.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Teaches professional skills in collection development, selection, and control while examining societal forces and contemporary changes in access and ownership.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"selection and control of collections\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Selection and control of collections\"},{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"large societal forces affecting the ways librarians have traditionally built collections\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Societal forces affecting traditional collection building\"},{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"contemporary changes in access and ownership\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Contemporary changes in access and ownership\"}]}","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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"81f85f97fe488785cd8b83536c7d21dc49ec03b9128a3c9d39a3835c2bef879c","job_id":"enrich-6556a505c10f448d98d02466","output_id":"b25583e71b7e3caf05d12142e4ef69e098f4adeda05b5c2aed73b473c26cf960","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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"136295f1bd60c22fe67c0fd5d7f088505dd1d34331ddf3fb40df64ca3f2e9858","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"42dbe68046ebfffaf259b760cc030fbf1bdf7e4ee912c586cf7cdb83a6c3f11d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"L I S 601and602or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":601,\"minimum_grade\":null,\"subjects\":[\"LIS\"],\"timing\":\"prior\"},\"evidence\":\"L I S 601and602\",\"id\":\"n0\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":602,\"minimum_grade\":null,\"subjects\":[\"LIS\"],\"timing\":\"prior\"},\"evidence\":\"L I S 601and602\",\"id\":\"n1\",\"kind\":\"course\"}],\"notes\":[\"The phrase 'L I S 601and602' is parsed as a conjunction (AND) of LIS 601 and LIS 602 based on the 'or concurrent enrollment' alternative structure.\"],\"root\":\"n2\",\"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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"136295f1bd60c22fe67c0fd5d7f088505dd1d34331ddf3fb40df64ca3f2e9858","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"42dbe68046ebfffaf259b760cc030fbf1bdf7e4ee912c586cf7cdb83a6c3f11d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"LIS 601\",\"field\":\"description\",\"quote\":\"Provides an introduction to major themes and topics in information studies as well as the language and literature of the field and related disciplines.\"},{\"course_id\":\"LIS 602\",\"field\":\"description\",\"quote\":\"Introduces basic concepts and principles of information organization and online searching.\"}],\"text\":\"Foundational knowledge in information studies, including information agencies, ethical/legal issues, and information organization/retrieval theories.\"}],\"search_phrases\":[\"library collection development\",\"information organization principles\",\"library selection policies\",\"information access ownership\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Collection development designed to teach professional skills in selection and control of collections.\"}],\"text\":\"Professional skills in selection and control of library collections.\"},{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Examines large societal forces affecting the ways librarians have traditionally built collections and contemporary changes in access and ownership.\"}],\"text\":\"Analysis of societal forces and contemporary changes in access and ownership affecting collection building.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"title\",\"quote\":\"COLLECTION MANAGEMENT\"},{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Collection development designed to teach professional skills in selection and control of collections.\"}],\"text\":\"LIS 655 teaches professional skills in library collection selection and control, examining societal forces and contemporary changes in access and ownership.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"Examines large societal forces affecting the ways librarians have traditionally built collections\"}],\"text\":\"Societal forces affecting traditional collection building.\"},{\"evidence\":[{\"course_id\":\"LIS 655\",\"field\":\"description\",\"quote\":\"contemporary changes in access and ownership\"}],\"text\":\"Contemporary changes in information access and ownership.\"}]}","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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"136295f1bd60c22fe67c0fd5d7f088505dd1d34331ddf3fb40df64ca3f2e9858","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"42dbe68046ebfffaf259b760cc030fbf1bdf7e4ee912c586cf7cdb83a6c3f11d","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_cf613aaf22b6f8c3116aefd0","course_id":"LIS 655","catalog_version_id":"5c807721f9842b689881eed753249bed14ff8553637f15736e5377b8c5bc87f6","record_version_id":"136295f1bd60c22fe67c0fd5d7f088505dd1d34331ddf3fb40df64ca3f2e9858","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"42dbe68046ebfffaf259b760cc030fbf1bdf7e4ee912c586cf7cdb83a6c3f11d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"e78a65649df4e5f1ca9ae680c236852fd91a24ab855fa01122be51eb7f931e52\",\"course_id\":\"LIS 655\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LIS 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"314bf4c3-988e-3c5d-b732-9569c2980e6d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LIS 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"314bf4c3-988e-3c5d-b732-9569c2980e6d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"314bf4c3-988e-3c5d-b732-9569c2980e6d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.83 GPA, 90.5% A/AB (n=21 letter grades); Fall 2025: 3.84 GPA, 93.8% A/AB (n=16 letter grades); Spring 2026: 3.85 GPA, 97.0% A/AB (n=33 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}]