[{"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":true},{"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":true},{"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":true},{"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":true},{"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":true},{"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":true},{"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":true}]