[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"7a83cf28c3b5fe726bb3f20f6125dcd7f5090d809f4a6d0b96ad5bf4d777fc61","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"368a47bdca21496349f92c454cc47a5a53d5cd7a04d728126a05a7951201698c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req-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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"7a83cf28c3b5fe726bb3f20f6125dcd7f5090d809f4a6d0b96ad5bf4d777fc61","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"368a47bdca21496349f92c454cc47a5a53d5cd7a04d728126a05a7951201698c","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"elementary bonding theory\",\"molecular geometry and reactivity\",\"qualitative methods bonding periodic table\",\"symmetry bonding molecular shapes\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Elementary bonding theory and its application to understanding molecular geometry and reactivity.\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"}],\"text\":\"Applying elementary bonding theory to understand molecular geometry and reactivity\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Emphasizes qualitative methods applied to the bonding of elements from throughout the periodic table.\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"}],\"text\":\"Using qualitative methods to analyze bonding across the periodic table\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"title\",\"quote\":\"SYMMETRY, BONDING, AND MOLECULAR SHAPES\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"},{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Elementary bonding theory and its application to understanding molecular geometry and reactivity. Emphasizes qualitative methods applied to the bonding of elements from throughout the periodic table.\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"}],\"text\":\"Covers symmetry, bonding, and molecular shapes using elementary bonding theory and qualitative methods to explain molecular geometry and reactivity across the periodic table.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"title\",\"quote\":\"SYMMETRY, BONDING, AND MOLECULAR SHAPES\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"}],\"text\":\"Symmetry, bonding, and molecular shapes\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Elementary bonding theory and its application to understanding molecular geometry and reactivity.\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"}],\"text\":\"Elementary bonding theory, molecular geometry, and reactivity\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Emphasizes qualitative methods applied to the bonding of elements from throughout the periodic table.\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"}],\"text\":\"Qualitative methods for bonding elements throughout the periodic table\"}]}","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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"7a83cf28c3b5fe726bb3f20f6125dcd7f5090d809f4a6d0b96ad5bf4d777fc61","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"368a47bdca21496349f92c454cc47a5a53d5cd7a04d728126a05a7951201698c","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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"7a83cf28c3b5fe726bb3f20f6125dcd7f5090d809f4a6d0b96ad5bf4d777fc61","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"368a47bdca21496349f92c454cc47a5a53d5cd7a04d728126a05a7951201698c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"4a6aa4ed6064c78bf7a3566c6c5e42db410dfa1a93dbcd8f2d061c24ba8404ef\",\"course_id\":\"CHEM 608\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CHEM 608\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.81 GPA, 87.5% A/AB (n=16 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"deadd825ea3c7f8c2f3bc5e44b961a25f38ab725101f4981c798aebdc2ea263a","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"034895c4a06a10f660e0c680032ded1ef854a7fcddf21a63fc0650d3ef2f968c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional 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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"deadd825ea3c7f8c2f3bc5e44b961a25f38ab725101f4981c798aebdc2ea263a","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"034895c4a06a10f660e0c680032ded1ef854a7fcddf21a63fc0650d3ef2f968c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"molecular geometry bonding theory\",\"qualitative bonding methods periodic table\",\"symmetry molecular shapes chemistry\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"application to understanding molecular geometry and reactivity\"}],\"text\":\"Understanding molecular geometry and reactivity\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Emphasizes qualitative methods applied to the bonding of elements\"}],\"text\":\"Applying qualitative bonding methods\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"title\",\"quote\":\"SYMMETRY, BONDING, AND MOLECULAR SHAPES\"},{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Elementary bonding theory and its application to understanding molecular geometry and reactivity\"}],\"text\":\"CHEM 608 covers elementary bonding theory, symmetry, and molecular shapes, emphasizing qualitative methods for understanding geometry and reactivity.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"title\",\"quote\":\"SYMMETRY, BONDING, AND MOLECULAR SHAPES\"}],\"text\":\"Symmetry and molecular shapes\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Elementary bonding theory\"}],\"text\":\"Elementary bonding theory\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"bonding of elements from throughout the periodic table\"}],\"text\":\"Bonding of elements from the periodic table\"}]}","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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"deadd825ea3c7f8c2f3bc5e44b961a25f38ab725101f4981c798aebdc2ea263a","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"034895c4a06a10f660e0c680032ded1ef854a7fcddf21a63fc0650d3ef2f968c","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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"deadd825ea3c7f8c2f3bc5e44b961a25f38ab725101f4981c798aebdc2ea263a","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"b9b42cb922bedbedf0dbfd084336d3468febbb727f2445dbbcdadb60a16ec40a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional 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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"deadd825ea3c7f8c2f3bc5e44b961a25f38ab725101f4981c798aebdc2ea263a","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"b9b42cb922bedbedf0dbfd084336d3468febbb727f2445dbbcdadb60a16ec40a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"molecular geometry bonding theory\",\"qualitative bonding methods periodic table\",\"symmetry molecular shapes chemistry\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"application to understanding molecular geometry and reactivity\"}],\"text\":\"Understanding molecular geometry and reactivity\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Emphasizes qualitative methods applied to the bonding of elements\"}],\"text\":\"Applying qualitative bonding methods\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"title\",\"quote\":\"SYMMETRY, BONDING, AND MOLECULAR SHAPES\"},{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Elementary bonding theory and its application to understanding molecular geometry and reactivity\"}],\"text\":\"CHEM 608 covers elementary bonding theory, symmetry, and molecular shapes, emphasizing qualitative methods for understanding geometry and reactivity.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"title\",\"quote\":\"SYMMETRY, BONDING, AND MOLECULAR SHAPES\"}],\"text\":\"Symmetry and molecular shapes\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Elementary bonding theory\"}],\"text\":\"Elementary bonding theory\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"bonding of elements from throughout the periodic table\"}],\"text\":\"Bonding of elements from the periodic table\"}]}","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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"deadd825ea3c7f8c2f3bc5e44b961a25f38ab725101f4981c798aebdc2ea263a","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"b9b42cb922bedbedf0dbfd084336d3468febbb727f2445dbbcdadb60a16ec40a","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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"7a83cf28c3b5fe726bb3f20f6125dcd7f5090d809f4a6d0b96ad5bf4d777fc61","job_id":"enrich-6556a505c10f448d98d02466","output_id":"dcb3b6aa7e4d1b60ce7bc6ea13bed15fa34d0e32a6f72bec850d44419feeb1c5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req-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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"7a83cf28c3b5fe726bb3f20f6125dcd7f5090d809f4a6d0b96ad5bf4d777fc61","job_id":"enrich-6556a505c10f448d98d02466","output_id":"dcb3b6aa7e4d1b60ce7bc6ea13bed15fa34d0e32a6f72bec850d44419feeb1c5","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[],\"search_phrases\":[\"elementary bonding theory\",\"molecular geometry and reactivity\",\"qualitative methods bonding periodic table\",\"symmetry bonding molecular shapes\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Elementary bonding theory and its application to understanding molecular geometry and reactivity.\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"}],\"text\":\"Applying elementary bonding theory to understand molecular geometry and reactivity\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Emphasizes qualitative methods applied to the bonding of elements from throughout the periodic table.\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"}],\"text\":\"Using qualitative methods to analyze bonding across the periodic table\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"title\",\"quote\":\"SYMMETRY, BONDING, AND MOLECULAR SHAPES\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"},{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Elementary bonding theory and its application to understanding molecular geometry and reactivity. Emphasizes qualitative methods applied to the bonding of elements from throughout the periodic table.\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"}],\"text\":\"Covers symmetry, bonding, and molecular shapes using elementary bonding theory and qualitative methods to explain molecular geometry and reactivity across the periodic table.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"title\",\"quote\":\"SYMMETRY, BONDING, AND MOLECULAR SHAPES\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"}],\"text\":\"Symmetry, bonding, and molecular shapes\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Elementary bonding theory and its application to understanding molecular geometry and reactivity.\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"}],\"text\":\"Elementary bonding theory, molecular geometry, and reactivity\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Emphasizes qualitative methods applied to the bonding of elements from throughout the periodic table.\",\"source_url\":\"https://guide.wisc.edu/courses/chem/\"}],\"text\":\"Qualitative methods for bonding elements throughout the periodic table\"}]}","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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"7a83cf28c3b5fe726bb3f20f6125dcd7f5090d809f4a6d0b96ad5bf4d777fc61","job_id":"enrich-6556a505c10f448d98d02466","output_id":"dcb3b6aa7e4d1b60ce7bc6ea13bed15fa34d0e32a6f72bec850d44419feeb1c5","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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"deadd825ea3c7f8c2f3bc5e44b961a25f38ab725101f4981c798aebdc2ea263a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0297ac16901ce11ec16357d867e7c4723e05c116903a18685678d1db0ef0fa2a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional 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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"deadd825ea3c7f8c2f3bc5e44b961a25f38ab725101f4981c798aebdc2ea263a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0297ac16901ce11ec16357d867e7c4723e05c116903a18685678d1db0ef0fa2a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"molecular geometry bonding theory\",\"qualitative bonding methods periodic table\",\"symmetry molecular shapes chemistry\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"application to understanding molecular geometry and reactivity\"}],\"text\":\"Understanding molecular geometry and reactivity\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Emphasizes qualitative methods applied to the bonding of elements\"}],\"text\":\"Applying qualitative bonding methods\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"title\",\"quote\":\"SYMMETRY, BONDING, AND MOLECULAR SHAPES\"},{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Elementary bonding theory and its application to understanding molecular geometry and reactivity\"}],\"text\":\"CHEM 608 covers elementary bonding theory, symmetry, and molecular shapes, emphasizing qualitative methods for understanding geometry and reactivity.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"title\",\"quote\":\"SYMMETRY, BONDING, AND MOLECULAR SHAPES\"}],\"text\":\"Symmetry and molecular shapes\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"Elementary bonding theory\"}],\"text\":\"Elementary bonding theory\"},{\"evidence\":[{\"course_id\":\"CHEM 608\",\"field\":\"description\",\"quote\":\"bonding of elements from throughout the periodic table\"}],\"text\":\"Bonding of elements from the periodic table\"}]}","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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"deadd825ea3c7f8c2f3bc5e44b961a25f38ab725101f4981c798aebdc2ea263a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0297ac16901ce11ec16357d867e7c4723e05c116903a18685678d1db0ef0fa2a","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_1007fe287411948beafec2f4","course_id":"CHEM 608","catalog_version_id":"cf425d378f29d74e265ed80afaf021db4f0c5bca8e31777f92d4952b6e6cb8ed","record_version_id":"deadd825ea3c7f8c2f3bc5e44b961a25f38ab725101f4981c798aebdc2ea263a","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0297ac16901ce11ec16357d867e7c4723e05c116903a18685678d1db0ef0fa2a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"4f398f8fe8f6175f5d59dd4d843a19529bcf0db8b011b18f9cb7c317d03c59c6\",\"course_id\":\"CHEM 608\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6ba689281079074d8a2109b0\",\"message\":\"No course-specific reviews available\",\"name\":\"Daniel Fredrickson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2302926\",\"summary\":[{\"citations\":[{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.81 GPA, 87.5% A/AB (n=16 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_977a3fb490d97b6a2dc90d36\",\"message\":\"No course-specific reviews available\",\"name\":\"Eszter Boros\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3166756\",\"summary\":[{\"citations\":[{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.81 GPA, 87.5% A/AB (n=16 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"DANIEL FREDRICKSON is recorded teaching in Fall 2009, Fall 2010, Fall 2011, Fall 2012, Fall 2013, Fall 2014, Fall 2015, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CHEM 608\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"source_record\":{\"entity_id\":\"15086ff4-40e5-3e85-bff9-d225b93d0980\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ESZTER BOROS is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]