[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0d0e5683f59e27c102e9ca743d127afe7b2c460507e822332eb33a4e2eb39588","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"COMP SCI 301 or220\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"COMP SCI 301\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":220,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"220\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[\"COMPSCI 301 is not found in the local dataset; treated as a verbatim course reference requiring review.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Course requirement is absent from the source links","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_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0d0e5683f59e27c102e9ca743d127afe7b2c460507e822332eb33a4e2eb39588","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 220\",\"field\":\"description\",\"quote\":\"Introduction to Data Science programming using Python. No previous programming experience required.\"}],\"text\":\"Basic programming skills, specifically in Python\"}],\"search_phrases\":[\"web application development\",\"business information systems\",\"Python programming\",\"web deployment\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"developing applications and business information systems on the web\"}],\"text\":\"Developing web applications and business information systems\"},{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"Emphasis on deployment as well as design concepts\"}],\"text\":\"Web deployment and design concepts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"title\",\"quote\":\"TECHNOLOGY OF COMPUTER-BASED BUSINESS SYSTEMS\"},{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"Focus is on developing applications and business information systems on the web using a variety of programming languages and tools. Emphasis on deployment as well as design concepts.\"}],\"text\":\"TECHNOLOGY OF COMPUTER-BASED BUSINESS SYSTEMS focuses on developing web applications and business information systems, emphasizing design and deployment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"business information systems on the web\"}],\"text\":\"Business information systems\"},{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"design concepts\"}],\"text\":\"Web design concepts\"},{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"deployment\"}],\"text\":\"Web deployment\"}]}","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_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0d0e5683f59e27c102e9ca743d127afe7b2c460507e822332eb33a4e2eb39588","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_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2145dc7e498550f8d437863337602520af9aa87c31dbc84d39051855028075f7","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"COMP SCI 301 or220\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":220,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"220\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"COMP SCI 301\",\"course\":null,\"evidence\":\"COMP SCI 301\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"COMP SCI 301 is mentioned in requirements_text but not linked in the source course's linked_courses list.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2145dc7e498550f8d437863337602520af9aa87c31dbc84d39051855028075f7","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 220\",\"field\":\"description\",\"quote\":\"Introduction to Data Science programming using Python. No previous programming experience required.\"}],\"text\":\"Basic programming skills, specifically in Python\"}],\"search_phrases\":[\"web application development\",\"business information systems\",\"Python programming\",\"web deployment\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"developing applications and business information systems on the web\"}],\"text\":\"Developing web applications and business information systems\"},{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"Emphasis on deployment as well as design concepts\"}],\"text\":\"Web deployment and design concepts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"title\",\"quote\":\"TECHNOLOGY OF COMPUTER-BASED BUSINESS SYSTEMS\"},{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"Focus is on developing applications and business information systems on the web using a variety of programming languages and tools. Emphasis on deployment as well as design concepts.\"}],\"text\":\"TECHNOLOGY OF COMPUTER-BASED BUSINESS SYSTEMS focuses on developing web applications and business information systems, emphasizing design and deployment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"business information systems on the web\"}],\"text\":\"Business information systems\"},{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"design concepts\"}],\"text\":\"Web design concepts\"},{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"deployment\"}],\"text\":\"Web deployment\"}]}","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_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2145dc7e498550f8d437863337602520af9aa87c31dbc84d39051855028075f7","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-789789da373eecc1ff75f626","output_id":"6248382263a0d8377ed70ee7a7671bfee8f39fdba933872c2d9ea6a899a4ca7c","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"COMP SCI 301 or220\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":220,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"220\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"COMP SCI 301\",\"course\":null,\"evidence\":\"COMP SCI 301\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"COMP SCI 301 is mentioned in requirements_text but not linked in the source course's linked_courses list.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-789789da373eecc1ff75f626","output_id":"6248382263a0d8377ed70ee7a7671bfee8f39fdba933872c2d9ea6a899a4ca7c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 220\",\"field\":\"description\",\"quote\":\"Introduction to Data Science programming using Python. No previous programming experience required.\"}],\"text\":\"Basic programming skills, specifically in Python\"}],\"search_phrases\":[\"web application development\",\"business information systems\",\"Python programming\",\"web deployment\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"developing applications and business information systems on the web\"}],\"text\":\"Developing web applications and business information systems\"},{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"Emphasis on deployment as well as design concepts\"}],\"text\":\"Web deployment and design concepts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"title\",\"quote\":\"TECHNOLOGY OF COMPUTER-BASED BUSINESS SYSTEMS\"},{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"Focus is on developing applications and business information systems on the web using a variety of programming languages and tools. Emphasis on deployment as well as design concepts.\"}],\"text\":\"TECHNOLOGY OF COMPUTER-BASED BUSINESS SYSTEMS focuses on developing web applications and business information systems, emphasizing design and deployment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"business information systems on the web\"}],\"text\":\"Business information systems\"},{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"design concepts\"}],\"text\":\"Web design concepts\"},{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"deployment\"}],\"text\":\"Web deployment\"}]}","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_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-789789da373eecc1ff75f626","output_id":"6248382263a0d8377ed70ee7a7671bfee8f39fdba933872c2d9ea6a899a4ca7c","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_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7c0099b394e283337fdf1466dbbe93c7223d2ea5acfe73d973ff635587d2c513","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"COMP SCI 301 or220\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":220,\"minimum_grade\":null,\"subjects\":[\"COMPSCI\"],\"timing\":\"prior\"},\"evidence\":\"220\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"COMP SCI 301\",\"course\":null,\"evidence\":\"COMP SCI 301\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"COMP SCI 301 is mentioned in requirements_text but not linked in the source course's linked_courses list.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7c0099b394e283337fdf1466dbbe93c7223d2ea5acfe73d973ff635587d2c513","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 220\",\"field\":\"description\",\"quote\":\"Introduction to Data Science programming using Python. No previous programming experience required.\"}],\"text\":\"Basic programming skills, specifically in Python\"}],\"search_phrases\":[\"web application development\",\"business information systems\",\"Python programming\",\"web deployment\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"developing applications and business information systems on the web\"}],\"text\":\"Developing web applications and business information systems\"},{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"Emphasis on deployment as well as design concepts\"}],\"text\":\"Web deployment and design concepts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"title\",\"quote\":\"TECHNOLOGY OF COMPUTER-BASED BUSINESS SYSTEMS\"},{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"Focus is on developing applications and business information systems on the web using a variety of programming languages and tools. Emphasis on deployment as well as design concepts.\"}],\"text\":\"TECHNOLOGY OF COMPUTER-BASED BUSINESS SYSTEMS focuses on developing web applications and business information systems, emphasizing design and deployment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"business information systems on the web\"}],\"text\":\"Business information systems\"},{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"design concepts\"}],\"text\":\"Web design concepts\"},{\"evidence\":[{\"course_id\":\"INFOSYS 371\",\"field\":\"description\",\"quote\":\"deployment\"}],\"text\":\"Web deployment\"}]}","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_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7c0099b394e283337fdf1466dbbe93c7223d2ea5acfe73d973ff635587d2c513","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_72fcfdbbeb71199510821fd6","course_id":"INFOSYS 371","catalog_version_id":"fa05f897b5701ef8ac1bf3c39e77cd4eb41417f6f56161a12f08339de5188a4e","record_version_id":"803aa0ff8a90d69e26a491aea3004cef54d855d7af96a5a27db677c8831bab19","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7c0099b394e283337fdf1466dbbe93c7223d2ea5acfe73d973ff635587d2c513","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"49440c53cd0bb02bbbdce5ac8921a8c9e0f6139267b52fc58f823998802523cd\",\"course_id\":\"INFOSYS 371\",\"current_instructors\":[{\"instructor_uid\":\"instructor_91de8e6e60e927d1d5de2622\",\"message\":\"No course-specific reviews available\",\"name\":\"Samer Khasawneh\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3094213\",\"summary\":[{\"citations\":[{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.21 GPA, 50.0% A/AB (n=26 letter grades); Fall 2025: 3.26 GPA, 55.8% A/AB (n=43 letter grades); Spring 2026: 3.71 GPA, 85.7% A/AB (n=14 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.21 GPA, 50.0% A/AB (n=26 letter grades); Fall 2025: 3.26 GPA, 55.8% A/AB (n=43 letter grades); Spring 2026: 3.71 GPA, 85.7% A/AB (n=14 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INFOSYS 371\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"source_record\":{\"entity_id\":\"1a135438-d000-3b8a-af9a-35d41ce16f23\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SAMER KHASAWNEH is recorded teaching in Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. 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}]