[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_c596f5e63e56e1f5ba394a01","course_id":"COMPSCI 812","catalog_version_id":"82c033503aef208f7f6318dc98db62e7638c92481072a7cabd2cfcf0c0782b5e","record_version_id":"0802fb707528cc7bbf192505ef94a7ec44b5ab93c43b3c2d5a722dd426da3f94","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3c2805a473264787a4e4f4f9b721394a60c811490bdae49f1edb84281e85fa99","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_c596f5e63e56e1f5ba394a01","course_id":"COMPSCI 812","catalog_version_id":"82c033503aef208f7f6318dc98db62e7638c92481072a7cabd2cfcf0c0782b5e","record_version_id":"0802fb707528cc7bbf192505ef94a7ec44b5ab93c43b3c2d5a722dd426da3f94","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3c2805a473264787a4e4f4f9b721394a60c811490bdae49f1edb84281e85fa99","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Students are strongly encourage to have knowledge of basic abstract algebra (e.g.,MATH 541), and intermediate programming ability (e.g., COMP SCI 367 orCOMP SCI 300).\"}],\"text\":\"Basic abstract algebra and intermediate programming ability.\"}],\"search_phrases\":[\"arithmetic algorithms cryptography\",\"exact arithmetic algorithms\",\"primality testing factorization\",\"abstract algebra programming\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Survey of algorithms and design paradigms for exact arithmetic\"}],\"text\":\"Algorithms and design paradigms for exact arithmetic.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Topics include primality testing, factorization of integers and polynomials, discrete logarithms\"}],\"text\":\"Primality testing, factorization, and discrete logarithms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Survey of algorithms and design paradigms for exact arithmetic, as used in public-key cryptography, computer algebra, and pseudo-random number generation.\"}],\"text\":\"Survey of algorithms for exact arithmetic in cryptography and computer algebra.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Topics include primality testing, factorization of integers and polynomials, discrete logarithms, and (optionally) elliptic curves and integer lattices.\"}],\"text\":\"Primality testing, factorization, discrete logarithms, elliptic curves, integer lattices.\"}]}","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_c596f5e63e56e1f5ba394a01","course_id":"COMPSCI 812","catalog_version_id":"82c033503aef208f7f6318dc98db62e7638c92481072a7cabd2cfcf0c0782b5e","record_version_id":"0802fb707528cc7bbf192505ef94a7ec44b5ab93c43b3c2d5a722dd426da3f94","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"3c2805a473264787a4e4f4f9b721394a60c811490bdae49f1edb84281e85fa99","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_c596f5e63e56e1f5ba394a01","course_id":"COMPSCI 812","catalog_version_id":"82c033503aef208f7f6318dc98db62e7638c92481072a7cabd2cfcf0c0782b5e","record_version_id":"0802fb707528cc7bbf192505ef94a7ec44b5ab93c43b3c2d5a722dd426da3f94","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"66c3634357c3f5601f18fbd73ca5c387487dfc22d5269894d062989528c406f9","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_c596f5e63e56e1f5ba394a01","course_id":"COMPSCI 812","catalog_version_id":"82c033503aef208f7f6318dc98db62e7638c92481072a7cabd2cfcf0c0782b5e","record_version_id":"0802fb707528cc7bbf192505ef94a7ec44b5ab93c43b3c2d5a722dd426da3f94","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"66c3634357c3f5601f18fbd73ca5c387487dfc22d5269894d062989528c406f9","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Students are strongly encourage to have knowledge of basic abstract algebra (e.g.,MATH 541), and intermediate programming ability (e.g., COMP SCI 367 orCOMP SCI 300).\"}],\"text\":\"Basic abstract algebra and intermediate programming ability.\"}],\"search_phrases\":[\"arithmetic algorithms cryptography\",\"exact arithmetic algorithms\",\"primality testing factorization\",\"abstract algebra programming\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Survey of algorithms and design paradigms for exact arithmetic\"}],\"text\":\"Algorithms and design paradigms for exact arithmetic.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Topics include primality testing, factorization of integers and polynomials, discrete logarithms\"}],\"text\":\"Primality testing, factorization, and discrete logarithms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Survey of algorithms and design paradigms for exact arithmetic, as used in public-key cryptography, computer algebra, and pseudo-random number generation.\"}],\"text\":\"Survey of algorithms for exact arithmetic in cryptography and computer algebra.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Topics include primality testing, factorization of integers and polynomials, discrete logarithms, and (optionally) elliptic curves and integer lattices.\"}],\"text\":\"Primality testing, factorization, discrete logarithms, elliptic curves, integer lattices.\"}]}","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_c596f5e63e56e1f5ba394a01","course_id":"COMPSCI 812","catalog_version_id":"82c033503aef208f7f6318dc98db62e7638c92481072a7cabd2cfcf0c0782b5e","record_version_id":"0802fb707528cc7bbf192505ef94a7ec44b5ab93c43b3c2d5a722dd426da3f94","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"66c3634357c3f5601f18fbd73ca5c387487dfc22d5269894d062989528c406f9","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_c596f5e63e56e1f5ba394a01","course_id":"COMPSCI 812","catalog_version_id":"82c033503aef208f7f6318dc98db62e7638c92481072a7cabd2cfcf0c0782b5e","record_version_id":"0802fb707528cc7bbf192505ef94a7ec44b5ab93c43b3c2d5a722dd426da3f94","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0ce5825c5df33a35b7c970d257509547d1b750a2c754cd2f388a27ae974b1b85","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_c596f5e63e56e1f5ba394a01","course_id":"COMPSCI 812","catalog_version_id":"82c033503aef208f7f6318dc98db62e7638c92481072a7cabd2cfcf0c0782b5e","record_version_id":"0802fb707528cc7bbf192505ef94a7ec44b5ab93c43b3c2d5a722dd426da3f94","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0ce5825c5df33a35b7c970d257509547d1b750a2c754cd2f388a27ae974b1b85","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Students are strongly encourage to have knowledge of basic abstract algebra (e.g.,MATH 541), and intermediate programming ability (e.g., COMP SCI 367 orCOMP SCI 300).\"}],\"text\":\"Basic abstract algebra and intermediate programming ability.\"}],\"search_phrases\":[\"arithmetic algorithms cryptography\",\"exact arithmetic algorithms\",\"primality testing factorization\",\"abstract algebra programming\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Survey of algorithms and design paradigms for exact arithmetic\"}],\"text\":\"Algorithms and design paradigms for exact arithmetic.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Topics include primality testing, factorization of integers and polynomials, discrete logarithms\"}],\"text\":\"Primality testing, factorization, and discrete logarithms.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Survey of algorithms and design paradigms for exact arithmetic, as used in public-key cryptography, computer algebra, and pseudo-random number generation.\"}],\"text\":\"Survey of algorithms for exact arithmetic in cryptography and computer algebra.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 812\",\"field\":\"description\",\"quote\":\"Topics include primality testing, factorization of integers and polynomials, discrete logarithms, and (optionally) elliptic curves and integer lattices.\"}],\"text\":\"Primality testing, factorization, discrete logarithms, elliptic curves, integer lattices.\"}]}","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_c596f5e63e56e1f5ba394a01","course_id":"COMPSCI 812","catalog_version_id":"82c033503aef208f7f6318dc98db62e7638c92481072a7cabd2cfcf0c0782b5e","record_version_id":"0802fb707528cc7bbf192505ef94a7ec44b5ab93c43b3c2d5a722dd426da3f94","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0ce5825c5df33a35b7c970d257509547d1b750a2c754cd2f388a27ae974b1b85","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_c596f5e63e56e1f5ba394a01","course_id":"COMPSCI 812","catalog_version_id":"82c033503aef208f7f6318dc98db62e7638c92481072a7cabd2cfcf0c0782b5e","record_version_id":"0802fb707528cc7bbf192505ef94a7ec44b5ab93c43b3c2d5a722dd426da3f94","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0ce5825c5df33a35b7c970d257509547d1b750a2c754cd2f388a27ae974b1b85","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"086361a25d4e95743f98ff34721c65803bb75a2f1b1e4a0ae5dc2f8719052dc1\",\"course_id\":\"COMPSCI 812\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"COMPSCI 812\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"863c4744-61d9-3ea2-9fd3-3c346bc4a303\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 812\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"863c4744-61d9-3ea2-9fd3-3c346bc4a303\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 812\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"863c4744-61d9-3ea2-9fd3-3c346bc4a303\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2017: 3.89 GPA, 100.0% A/AB (n=9 letter grades); Spring 2020: 3.94 GPA, 100.0% A/AB (n=9 letter grades); Spring 2024: 3.83 GPA, 100.0% A/AB (n=12 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}]