[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_5a1031e60c53a3c7773c2836","course_id":"LIS 615","catalog_version_id":"ab2b77cd0608358185831d4cb573e3e981321acf66cf43759c36ab692c02ade8","record_version_id":"821afb12c34e39a6047b1fd5b547cdd4f918baac46fb3bcf2efbb1d3c2ddc021","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ee9bb68db891a08a9554a676e96faf1ab393a5865e8abcdf9c054d7d5f824b63","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_5a1031e60c53a3c7773c2836","course_id":"LIS 615","catalog_version_id":"ab2b77cd0608358185831d4cb573e3e981321acf66cf43759c36ab692c02ade8","record_version_id":"821afb12c34e39a6047b1fd5b547cdd4f918baac46fb3bcf2efbb1d3c2ddc021","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ee9bb68db891a08a9554a676e96faf1ab393a5865e8abcdf9c054d7d5f824b63","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"LIS 615 systems analysis\",\"project management information systems\",\"information professionals graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"analysis, design, and development of information systems\"}],\"text\":\"Systems analysis and design\"},{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"basic concepts and tools of project management\"}],\"text\":\"Project management\"},{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"apply systems analysis and project management methods to solve real world problems\"}],\"text\":\"Problem solving with information flows\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"title\",\"quote\":\"SYSTEMS ANALYSIS AND PROJECT MANAGEMENT FOR INFORMATION PROFESSIONALS\"},{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"Introduces established and evolving methodologies for the analysis, design, and development of information systems\"}],\"text\":\"LIS 615 teaches systems analysis and project management methodologies for information professionals to design and develop information systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"analysis, design, and development of information systems involving people, data/information and technologies\"}],\"text\":\"Information systems involving people, data, and technologies\"},{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"basic concepts and tools of project management\"}],\"text\":\"Project management concepts and tools\"},{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"solve real world problems involving information flows and interactions\"}],\"text\":\"Real-world information flows and interactions\"}]}","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_5a1031e60c53a3c7773c2836","course_id":"LIS 615","catalog_version_id":"ab2b77cd0608358185831d4cb573e3e981321acf66cf43759c36ab692c02ade8","record_version_id":"821afb12c34e39a6047b1fd5b547cdd4f918baac46fb3bcf2efbb1d3c2ddc021","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ee9bb68db891a08a9554a676e96faf1ab393a5865e8abcdf9c054d7d5f824b63","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_5a1031e60c53a3c7773c2836","course_id":"LIS 615","catalog_version_id":"ab2b77cd0608358185831d4cb573e3e981321acf66cf43759c36ab692c02ade8","record_version_id":"821afb12c34e39a6047b1fd5b547cdd4f918baac46fb3bcf2efbb1d3c2ddc021","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"4a32a60a8adedee7427851e009de27094cca9ed6ff92b9a36607661da5b3b2df","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5a1031e60c53a3c7773c2836","course_id":"LIS 615","catalog_version_id":"ab2b77cd0608358185831d4cb573e3e981321acf66cf43759c36ab692c02ade8","record_version_id":"821afb12c34e39a6047b1fd5b547cdd4f918baac46fb3bcf2efbb1d3c2ddc021","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"4a32a60a8adedee7427851e009de27094cca9ed6ff92b9a36607661da5b3b2df","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"LIS 615 systems analysis\",\"project management information systems\",\"information professionals graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"analysis, design, and development of information systems\"}],\"text\":\"Systems analysis and design\"},{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"basic concepts and tools of project management\"}],\"text\":\"Project management\"},{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"apply systems analysis and project management methods to solve real world problems\"}],\"text\":\"Problem solving with information flows\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"title\",\"quote\":\"SYSTEMS ANALYSIS AND PROJECT MANAGEMENT FOR INFORMATION PROFESSIONALS\"},{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"Introduces established and evolving methodologies for the analysis, design, and development of information systems\"}],\"text\":\"LIS 615 teaches systems analysis and project management methodologies for information professionals to design and develop information systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"analysis, design, and development of information systems involving people, data/information and technologies\"}],\"text\":\"Information systems involving people, data, and technologies\"},{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"basic concepts and tools of project management\"}],\"text\":\"Project management concepts and tools\"},{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"solve real world problems involving information flows and interactions\"}],\"text\":\"Real-world information flows and interactions\"}]}","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_5a1031e60c53a3c7773c2836","course_id":"LIS 615","catalog_version_id":"ab2b77cd0608358185831d4cb573e3e981321acf66cf43759c36ab692c02ade8","record_version_id":"821afb12c34e39a6047b1fd5b547cdd4f918baac46fb3bcf2efbb1d3c2ddc021","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"4a32a60a8adedee7427851e009de27094cca9ed6ff92b9a36607661da5b3b2df","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_5a1031e60c53a3c7773c2836","course_id":"LIS 615","catalog_version_id":"ab2b77cd0608358185831d4cb573e3e981321acf66cf43759c36ab692c02ade8","record_version_id":"821afb12c34e39a6047b1fd5b547cdd4f918baac46fb3bcf2efbb1d3c2ddc021","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7b51d813fc8894e9a5aa2b4655ffff7846ff48d39e4daf2c7e4982973343d1d5","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_5a1031e60c53a3c7773c2836","course_id":"LIS 615","catalog_version_id":"ab2b77cd0608358185831d4cb573e3e981321acf66cf43759c36ab692c02ade8","record_version_id":"821afb12c34e39a6047b1fd5b547cdd4f918baac46fb3bcf2efbb1d3c2ddc021","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7b51d813fc8894e9a5aa2b4655ffff7846ff48d39e4daf2c7e4982973343d1d5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"LIS 615 systems analysis\",\"project management information systems\",\"information professionals graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"analysis, design, and development of information systems\"}],\"text\":\"Systems analysis and design\"},{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"basic concepts and tools of project management\"}],\"text\":\"Project management\"},{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"apply systems analysis and project management methods to solve real world problems\"}],\"text\":\"Problem solving with information flows\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"title\",\"quote\":\"SYSTEMS ANALYSIS AND PROJECT MANAGEMENT FOR INFORMATION PROFESSIONALS\"},{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"Introduces established and evolving methodologies for the analysis, design, and development of information systems\"}],\"text\":\"LIS 615 teaches systems analysis and project management methodologies for information professionals to design and develop information systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"analysis, design, and development of information systems involving people, data/information and technologies\"}],\"text\":\"Information systems involving people, data, and technologies\"},{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"basic concepts and tools of project management\"}],\"text\":\"Project management concepts and tools\"},{\"evidence\":[{\"course_id\":\"LIS 615\",\"field\":\"description\",\"quote\":\"solve real world problems involving information flows and interactions\"}],\"text\":\"Real-world information flows and interactions\"}]}","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_5a1031e60c53a3c7773c2836","course_id":"LIS 615","catalog_version_id":"ab2b77cd0608358185831d4cb573e3e981321acf66cf43759c36ab692c02ade8","record_version_id":"821afb12c34e39a6047b1fd5b547cdd4f918baac46fb3bcf2efbb1d3c2ddc021","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7b51d813fc8894e9a5aa2b4655ffff7846ff48d39e4daf2c7e4982973343d1d5","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_5a1031e60c53a3c7773c2836","course_id":"LIS 615","catalog_version_id":"ab2b77cd0608358185831d4cb573e3e981321acf66cf43759c36ab692c02ade8","record_version_id":"821afb12c34e39a6047b1fd5b547cdd4f918baac46fb3bcf2efbb1d3c2ddc021","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7b51d813fc8894e9a5aa2b4655ffff7846ff48d39e4daf2c7e4982973343d1d5","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"7b5684a4f658a0493e94680e6212ceae79ea647bd02720f5bf23bccdb9f90b2e\",\"course_id\":\"LIS 615\",\"current_instructors\":[{\"instructor_uid\":\"instructor_c823f65d7c7fc5c0f99bcc3c\",\"message\":\"No course-specific reviews available\",\"name\":\"Adam Rule\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.83 GPA, 96.9% A/AB (n=32 letter grades); Fall 2023: 3.93 GPA, 96.7% A/AB (n=91 letter grades); Fall 2024: 3.85 GPA, 97.7% A/AB (n=44 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.93 GPA, 96.3% A/AB (n=108 letter grades); Fall 2024: 3.85 GPA, 97.7% A/AB (n=44 letter grades); Fall 2025: 3.96 GPA, 100.0% A/AB (n=40 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"source_record\":{\"entity_id\":\"c2cb3571-93e5-3e2f-8605-b21166b63f90\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"ADAM RULE is recorded teaching in Fall 2021, Fall 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]