[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_e02dda0c80f5eb64763f2690","course_id":"MATH 758","catalog_version_id":"8b869e9600a8668a81bd4fd329dd96816d40c9082f0fc9f3fe5cdc17c16cec0e","record_version_id":"9e930b574967c1761505b5a0609b6df8111378834d8478e70f894c3e20e942e9","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3213b13e5ef2a97b55388086f51d0cc8507c6bb8373e1949dccbe3f484d8d51c","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_e02dda0c80f5eb64763f2690","course_id":"MATH 758","catalog_version_id":"8b869e9600a8668a81bd4fd329dd96816d40c9082f0fc9f3fe5cdc17c16cec0e","record_version_id":"9e930b574967c1761505b5a0609b6df8111378834d8478e70f894c3e20e942e9","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3213b13e5ef2a97b55388086f51d0cc8507c6bb8373e1949dccbe3f484d8d51c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"requirements_text\",\"quote\":\"Graduate/professional standing\"}],\"text\":\"Graduate or professional student standing\"}],\"search_phrases\":[\"ergodic theory introduction\",\"dynamics group actions\",\"one two dimensional dynamics\",\"graduate ergodic theory\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"covering fundamental theorems of ergodic theory\"}],\"text\":\"Understanding fundamental theorems of ergodic theory\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"classical examples of one and two dimensional dynamics\"}],\"text\":\"Analyzing classical examples of one and two dimensional dynamics\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"applications to study of group actions\"}],\"text\":\"Applying ergodic theory to the study of group actions\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO ERGODIC THEORY AND DYNAMICS\"},{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"An introduction to ergodic theory and dynamics covering fundamental theorems of ergodic theory, classical examples of one and two dimensional dynamics as well as applications to study of group actions.\"}],\"text\":\"Introduction to ergodic theory and dynamics, covering fundamental theorems, classical examples, and applications to group actions.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"ergodic theory\"}],\"text\":\"Ergodic theory\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"dynamics\"}],\"text\":\"Dynamics\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"one and two dimensional dynamics\"}],\"text\":\"One and two dimensional dynamics\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"group actions\"}],\"text\":\"Group actions\"}]}","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_e02dda0c80f5eb64763f2690","course_id":"MATH 758","catalog_version_id":"8b869e9600a8668a81bd4fd329dd96816d40c9082f0fc9f3fe5cdc17c16cec0e","record_version_id":"9e930b574967c1761505b5a0609b6df8111378834d8478e70f894c3e20e942e9","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3213b13e5ef2a97b55388086f51d0cc8507c6bb8373e1949dccbe3f484d8d51c","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_e02dda0c80f5eb64763f2690","course_id":"MATH 758","catalog_version_id":"8b869e9600a8668a81bd4fd329dd96816d40c9082f0fc9f3fe5cdc17c16cec0e","record_version_id":"9e930b574967c1761505b5a0609b6df8111378834d8478e70f894c3e20e942e9","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8bbad655d9c64315a73fee5146147f8e737fb68d8c42e2b3f9386b8ab45bc8c9","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_e02dda0c80f5eb64763f2690","course_id":"MATH 758","catalog_version_id":"8b869e9600a8668a81bd4fd329dd96816d40c9082f0fc9f3fe5cdc17c16cec0e","record_version_id":"9e930b574967c1761505b5a0609b6df8111378834d8478e70f894c3e20e942e9","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8bbad655d9c64315a73fee5146147f8e737fb68d8c42e2b3f9386b8ab45bc8c9","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"requirements_text\",\"quote\":\"Graduate/professional standing\"}],\"text\":\"Graduate or professional student standing\"}],\"search_phrases\":[\"ergodic theory introduction\",\"dynamics group actions\",\"one two dimensional dynamics\",\"graduate ergodic theory\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"covering fundamental theorems of ergodic theory\"}],\"text\":\"Understanding fundamental theorems of ergodic theory\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"classical examples of one and two dimensional dynamics\"}],\"text\":\"Analyzing classical examples of one and two dimensional dynamics\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"applications to study of group actions\"}],\"text\":\"Applying ergodic theory to the study of group actions\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO ERGODIC THEORY AND DYNAMICS\"},{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"An introduction to ergodic theory and dynamics covering fundamental theorems of ergodic theory, classical examples of one and two dimensional dynamics as well as applications to study of group actions.\"}],\"text\":\"Introduction to ergodic theory and dynamics, covering fundamental theorems, classical examples, and applications to group actions.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"ergodic theory\"}],\"text\":\"Ergodic theory\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"dynamics\"}],\"text\":\"Dynamics\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"one and two dimensional dynamics\"}],\"text\":\"One and two dimensional dynamics\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"group actions\"}],\"text\":\"Group actions\"}]}","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_e02dda0c80f5eb64763f2690","course_id":"MATH 758","catalog_version_id":"8b869e9600a8668a81bd4fd329dd96816d40c9082f0fc9f3fe5cdc17c16cec0e","record_version_id":"9e930b574967c1761505b5a0609b6df8111378834d8478e70f894c3e20e942e9","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8bbad655d9c64315a73fee5146147f8e737fb68d8c42e2b3f9386b8ab45bc8c9","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_e02dda0c80f5eb64763f2690","course_id":"MATH 758","catalog_version_id":"8b869e9600a8668a81bd4fd329dd96816d40c9082f0fc9f3fe5cdc17c16cec0e","record_version_id":"9e930b574967c1761505b5a0609b6df8111378834d8478e70f894c3e20e942e9","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cc859a35a441d9c7948331616c8441f2debd8ae776c48eb51bec8fafefea0aff","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_e02dda0c80f5eb64763f2690","course_id":"MATH 758","catalog_version_id":"8b869e9600a8668a81bd4fd329dd96816d40c9082f0fc9f3fe5cdc17c16cec0e","record_version_id":"9e930b574967c1761505b5a0609b6df8111378834d8478e70f894c3e20e942e9","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cc859a35a441d9c7948331616c8441f2debd8ae776c48eb51bec8fafefea0aff","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"requirements_text\",\"quote\":\"Graduate/professional standing\"}],\"text\":\"Graduate or professional student standing\"}],\"search_phrases\":[\"ergodic theory introduction\",\"dynamics group actions\",\"one two dimensional dynamics\",\"graduate ergodic theory\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"covering fundamental theorems of ergodic theory\"}],\"text\":\"Understanding fundamental theorems of ergodic theory\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"classical examples of one and two dimensional dynamics\"}],\"text\":\"Analyzing classical examples of one and two dimensional dynamics\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"applications to study of group actions\"}],\"text\":\"Applying ergodic theory to the study of group actions\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO ERGODIC THEORY AND DYNAMICS\"},{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"An introduction to ergodic theory and dynamics covering fundamental theorems of ergodic theory, classical examples of one and two dimensional dynamics as well as applications to study of group actions.\"}],\"text\":\"Introduction to ergodic theory and dynamics, covering fundamental theorems, classical examples, and applications to group actions.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"ergodic theory\"}],\"text\":\"Ergodic theory\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"dynamics\"}],\"text\":\"Dynamics\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"one and two dimensional dynamics\"}],\"text\":\"One and two dimensional dynamics\"},{\"evidence\":[{\"course_id\":\"MATH 758\",\"field\":\"description\",\"quote\":\"group actions\"}],\"text\":\"Group actions\"}]}","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_e02dda0c80f5eb64763f2690","course_id":"MATH 758","catalog_version_id":"8b869e9600a8668a81bd4fd329dd96816d40c9082f0fc9f3fe5cdc17c16cec0e","record_version_id":"9e930b574967c1761505b5a0609b6df8111378834d8478e70f894c3e20e942e9","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cc859a35a441d9c7948331616c8441f2debd8ae776c48eb51bec8fafefea0aff","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_e02dda0c80f5eb64763f2690","course_id":"MATH 758","catalog_version_id":"8b869e9600a8668a81bd4fd329dd96816d40c9082f0fc9f3fe5cdc17c16cec0e","record_version_id":"9e930b574967c1761505b5a0609b6df8111378834d8478e70f894c3e20e942e9","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cc859a35a441d9c7948331616c8441f2debd8ae776c48eb51bec8fafefea0aff","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"f25b2ef412cf7727da8c24f0c0e703973e9c01fdb92f4a079bf403d92a7d5c6b\",\"course_id\":\"MATH 758\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MATH 758\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c6aa4a50-1221-33f8-8eb5-9af668ea8a11\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MATH 758\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c6aa4a50-1221-33f8-8eb5-9af668ea8a11\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MATH 758\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c6aa4a50-1221-33f8-8eb5-9af668ea8a11\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=34 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=14 letter grades); Fall 2025: 3.92 GPA, 97.3% A/AB (n=37 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}]