[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"42f72adfcbb96da0e40a42b3f9ad2bffcc50a968e380bfc286db69e726e1df9d","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing or member of Engineering Guest Students\",\"course\":null,\"evidence\":\"Junior standing or member of Engineering Guest Students\",\"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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"42f72adfcbb96da0e40a42b3f9ad2bffcc50a968e380bfc286db69e726e1df9d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"ECE special topics\",\"Electrical Computer Engineering advanced\",\"ECE 601 graduate topics\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 601\",\"field\":\"description\",\"quote\":\"Advanced topics of special interest to students in various areas of Electrical and Computer Engineering.\"}],\"text\":\"ECE 601 covers advanced special topics in Electrical and Computer Engineering.\"},\"topics\":[]}","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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"42f72adfcbb96da0e40a42b3f9ad2bffcc50a968e380bfc286db69e726e1df9d","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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e46d0a7f41489b35601a8f17a5d233a4a0c86b8e047f5be31df49f20d094ce46","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing or member of Engineering Guest Students\",\"course\":null,\"evidence\":\"Junior standing or member of Engineering Guest Students\",\"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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e46d0a7f41489b35601a8f17a5d233a4a0c86b8e047f5be31df49f20d094ce46","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"ECE special topics\",\"Electrical Computer Engineering advanced\",\"ECE 601 graduate topics\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 601\",\"field\":\"description\",\"quote\":\"Advanced topics of special interest to students in various areas of Electrical and Computer Engineering.\"}],\"text\":\"ECE 601 covers advanced special topics in Electrical and Computer Engineering.\"},\"topics\":[]}","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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e46d0a7f41489b35601a8f17a5d233a4a0c86b8e047f5be31df49f20d094ce46","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"One of the few professors who really tries to help you understand the concepts. Go to his lectures, they're amazing!\",\"course_id\":\"ECE 601\",\"date\":\"2019-03-29 03:23:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c6493dbc5aa82416eae66b96\",\"instructor_id\":\"rmp:2473440\",\"instructor_name\":\"Mikhail Kats\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNDk3Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473440\"},{\"comment\":\"Great course for optics people in general! The lectures were in-depth and helpful. She even built quite a few in-class demos with interesting materials. The homework was of reasonable length too. Her office hour always sparked lively discussions. Would definitely take again! \",\"course_id\":\"ECE 601\",\"date\":\"2024-09-09 16:43:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a4bf1c3aad16efd9ac8b6af7\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NzMyNTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"},{\"comment\":\"Dr. Choy's quantum class was pretty hard if you don't have a background on quantum mechanics, but she's a great lecturer and cares to know if you understand the concept so you'd perform well on exams. Take time to work on HW, it'll take a while & prep you for exams. Go to office hours if you're feeling unsure on a topic, you won't be disappointed. \",\"course_id\":\"ECE 601\",\"date\":\"2025-04-28 15:20:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"18ead86513ae3ab4ff78f365\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"}],\"evidence_count\":3,\"review_ids\":[\"c6493dbc5aa82416eae66b96\",\"a4bf1c3aad16efd9ac8b6af7\",\"18ead86513ae3ab4ff78f365\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2473440\",\"name\":\"Mikhail Kats\"},{\"id\":\"rmp:3029282\",\"name\":\"Jennifer  Choy\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"summary\":\"Professors are described as amazing lecturers who try to help students understand concepts and care about student comprehension.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great course for optics people in general! The lectures were in-depth and helpful. She even built quite a few in-class demos with interesting materials. The homework was of reasonable length too. Her office hour always sparked lively discussions. Would definitely take again! \",\"course_id\":\"ECE 601\",\"date\":\"2024-09-09 16:43:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a4bf1c3aad16efd9ac8b6af7\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NzMyNTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"},{\"comment\":\"Dr. Choy's quantum class was pretty hard if you don't have a background on quantum mechanics, but she's a great lecturer and cares to know if you understand the concept so you'd perform well on exams. Take time to work on HW, it'll take a while & prep you for exams. Go to office hours if you're feeling unsure on a topic, you won't be disappointed. \",\"course_id\":\"ECE 601\",\"date\":\"2025-04-28 15:20:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"18ead86513ae3ab4ff78f365\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"}],\"evidence_count\":2,\"review_ids\":[\"a4bf1c3aad16efd9ac8b6af7\",\"18ead86513ae3ab4ff78f365\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3029282\",\"name\":\"Jennifer  Choy\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Homework is of reasonable length but takes time to complete and prepares students for exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great course for optics people in general! The lectures were in-depth and helpful. She even built quite a few in-class demos with interesting materials. The homework was of reasonable length too. Her office hour always sparked lively discussions. Would definitely take again! \",\"course_id\":\"ECE 601\",\"date\":\"2024-09-09 16:43:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a4bf1c3aad16efd9ac8b6af7\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NzMyNTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"},{\"comment\":\"Dr. Choy's quantum class was pretty hard if you don't have a background on quantum mechanics, but she's a great lecturer and cares to know if you understand the concept so you'd perform well on exams. Take time to work on HW, it'll take a while & prep you for exams. Go to office hours if you're feeling unsure on a topic, you won't be disappointed. \",\"course_id\":\"ECE 601\",\"date\":\"2025-04-28 15:20:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"18ead86513ae3ab4ff78f365\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"}],\"evidence_count\":2,\"review_ids\":[\"a4bf1c3aad16efd9ac8b6af7\",\"18ead86513ae3ab4ff78f365\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3029282\",\"name\":\"Jennifer  Choy\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Office hours are helpful for understanding topics and performing well on exams.\"}]}","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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3a0c15ff1c03b34b39e85cffb9b9e0675bcee964b43fff7e85a455526d4798b5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing or member of Engineering Guest Students\",\"course\":null,\"evidence\":\"Junior standing or member of Engineering Guest Students\",\"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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3a0c15ff1c03b34b39e85cffb9b9e0675bcee964b43fff7e85a455526d4798b5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"ECE special topics\",\"Electrical Computer Engineering advanced\",\"ECE 601 graduate topics\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 601\",\"field\":\"description\",\"quote\":\"Advanced topics of special interest to students in various areas of Electrical and Computer Engineering.\"}],\"text\":\"ECE 601 covers advanced special topics in Electrical and Computer Engineering.\"},\"topics\":[]}","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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3a0c15ff1c03b34b39e85cffb9b9e0675bcee964b43fff7e85a455526d4798b5","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"One of the few professors who really tries to help you understand the concepts. Go to his lectures, they're amazing!\",\"course_id\":\"ECE 601\",\"date\":\"2019-03-29 03:23:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c6493dbc5aa82416eae66b96\",\"instructor_id\":\"rmp:2473440\",\"instructor_name\":\"Mikhail Kats\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNDk3Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473440\"},{\"comment\":\"Great course for optics people in general! The lectures were in-depth and helpful. She even built quite a few in-class demos with interesting materials. The homework was of reasonable length too. Her office hour always sparked lively discussions. Would definitely take again! \",\"course_id\":\"ECE 601\",\"date\":\"2024-09-09 16:43:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a4bf1c3aad16efd9ac8b6af7\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NzMyNTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"},{\"comment\":\"Dr. Choy's quantum class was pretty hard if you don't have a background on quantum mechanics, but she's a great lecturer and cares to know if you understand the concept so you'd perform well on exams. Take time to work on HW, it'll take a while & prep you for exams. Go to office hours if you're feeling unsure on a topic, you won't be disappointed. \",\"course_id\":\"ECE 601\",\"date\":\"2025-04-28 15:20:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"18ead86513ae3ab4ff78f365\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"}],\"evidence_count\":3,\"review_ids\":[\"c6493dbc5aa82416eae66b96\",\"a4bf1c3aad16efd9ac8b6af7\",\"18ead86513ae3ab4ff78f365\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2473440\",\"name\":\"Mikhail Kats\"},{\"id\":\"rmp:3029282\",\"name\":\"Jennifer  Choy\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"summary\":\"Professors are described as amazing lecturers who try to help students understand concepts and care about student comprehension.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great course for optics people in general! The lectures were in-depth and helpful. She even built quite a few in-class demos with interesting materials. The homework was of reasonable length too. Her office hour always sparked lively discussions. Would definitely take again! \",\"course_id\":\"ECE 601\",\"date\":\"2024-09-09 16:43:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a4bf1c3aad16efd9ac8b6af7\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NzMyNTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"},{\"comment\":\"Dr. Choy's quantum class was pretty hard if you don't have a background on quantum mechanics, but she's a great lecturer and cares to know if you understand the concept so you'd perform well on exams. Take time to work on HW, it'll take a while & prep you for exams. Go to office hours if you're feeling unsure on a topic, you won't be disappointed. \",\"course_id\":\"ECE 601\",\"date\":\"2025-04-28 15:20:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"18ead86513ae3ab4ff78f365\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"}],\"evidence_count\":2,\"review_ids\":[\"a4bf1c3aad16efd9ac8b6af7\",\"18ead86513ae3ab4ff78f365\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3029282\",\"name\":\"Jennifer  Choy\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Homework is of reasonable length but takes time to complete and prepares students for exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great course for optics people in general! The lectures were in-depth and helpful. She even built quite a few in-class demos with interesting materials. The homework was of reasonable length too. Her office hour always sparked lively discussions. Would definitely take again! \",\"course_id\":\"ECE 601\",\"date\":\"2024-09-09 16:43:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a4bf1c3aad16efd9ac8b6af7\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NzMyNTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"},{\"comment\":\"Dr. Choy's quantum class was pretty hard if you don't have a background on quantum mechanics, but she's a great lecturer and cares to know if you understand the concept so you'd perform well on exams. Take time to work on HW, it'll take a while & prep you for exams. Go to office hours if you're feeling unsure on a topic, you won't be disappointed. \",\"course_id\":\"ECE 601\",\"date\":\"2025-04-28 15:20:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"18ead86513ae3ab4ff78f365\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"}],\"evidence_count\":2,\"review_ids\":[\"a4bf1c3aad16efd9ac8b6af7\",\"18ead86513ae3ab4ff78f365\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3029282\",\"name\":\"Jennifer  Choy\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Office hours are helpful for understanding topics and performing well on exams.\"}]}","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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3a0c15ff1c03b34b39e85cffb9b9e0675bcee964b43fff7e85a455526d4798b5","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"9abfa878c72c13ec7d29e4676c0a4525ab81d445a32dbb52f262e4729010ff22\",\"course_id\":\"ECE 601\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.81 GPA, 93.8% A/AB (n=16 letter grades); Fall 2023: 3.56 GPA, 75.0% A/AB (n=16 letter grades); Fall 2024: 3.88 GPA, 87.5% A/AB (n=8 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"JENNIFER CHOY is recorded teaching in Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"MIKHAIL KATS is recorded teaching in Fall 2015, Fall 2016. 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":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e56ea36c7006ceb96d51593d91a48e14a7cee9024595ad2ade0867a0400189f0","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing or member of Engineering Guest Students\",\"course\":null,\"evidence\":\"Junior standing or member of Engineering Guest Students\",\"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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e56ea36c7006ceb96d51593d91a48e14a7cee9024595ad2ade0867a0400189f0","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"ECE special topics\",\"Electrical Computer Engineering advanced\",\"ECE 601 graduate topics\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 601\",\"field\":\"description\",\"quote\":\"Advanced topics of special interest to students in various areas of Electrical and Computer Engineering.\"}],\"text\":\"ECE 601 covers advanced special topics in Electrical and Computer Engineering.\"},\"topics\":[]}","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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e56ea36c7006ceb96d51593d91a48e14a7cee9024595ad2ade0867a0400189f0","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"One of the few professors who really tries to help you understand the concepts. Go to his lectures, they're amazing!\",\"course_id\":\"ECE 601\",\"date\":\"2019-03-29 03:23:08 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c6493dbc5aa82416eae66b96\",\"instructor_id\":\"rmp:2473440\",\"instructor_name\":\"Mikhail Kats\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxNDk3Njky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2473440\"},{\"comment\":\"Great course for optics people in general! The lectures were in-depth and helpful. She even built quite a few in-class demos with interesting materials. The homework was of reasonable length too. Her office hour always sparked lively discussions. Would definitely take again! \",\"course_id\":\"ECE 601\",\"date\":\"2024-09-09 16:43:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a4bf1c3aad16efd9ac8b6af7\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NzMyNTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"},{\"comment\":\"Dr. Choy's quantum class was pretty hard if you don't have a background on quantum mechanics, but she's a great lecturer and cares to know if you understand the concept so you'd perform well on exams. Take time to work on HW, it'll take a while & prep you for exams. Go to office hours if you're feeling unsure on a topic, you won't be disappointed. \",\"course_id\":\"ECE 601\",\"date\":\"2025-04-28 15:20:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"18ead86513ae3ab4ff78f365\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"}],\"evidence_count\":3,\"review_ids\":[\"c6493dbc5aa82416eae66b96\",\"a4bf1c3aad16efd9ac8b6af7\",\"18ead86513ae3ab4ff78f365\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2473440\",\"name\":\"Mikhail Kats\"},{\"id\":\"rmp:3029282\",\"name\":\"Jennifer  Choy\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"summary\":\"Professors are described as amazing lecturers who try to help students understand concepts and care about student comprehension.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Great course for optics people in general! The lectures were in-depth and helpful. She even built quite a few in-class demos with interesting materials. The homework was of reasonable length too. Her office hour always sparked lively discussions. Would definitely take again! \",\"course_id\":\"ECE 601\",\"date\":\"2024-09-09 16:43:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a4bf1c3aad16efd9ac8b6af7\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NzMyNTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"},{\"comment\":\"Dr. Choy's quantum class was pretty hard if you don't have a background on quantum mechanics, but she's a great lecturer and cares to know if you understand the concept so you'd perform well on exams. Take time to work on HW, it'll take a while & prep you for exams. Go to office hours if you're feeling unsure on a topic, you won't be disappointed. \",\"course_id\":\"ECE 601\",\"date\":\"2025-04-28 15:20:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"18ead86513ae3ab4ff78f365\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"}],\"evidence_count\":2,\"review_ids\":[\"a4bf1c3aad16efd9ac8b6af7\",\"18ead86513ae3ab4ff78f365\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3029282\",\"name\":\"Jennifer  Choy\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Homework is of reasonable length but takes time to complete and prepares students for exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Great course for optics people in general! The lectures were in-depth and helpful. She even built quite a few in-class demos with interesting materials. The homework was of reasonable length too. Her office hour always sparked lively discussions. Would definitely take again! \",\"course_id\":\"ECE 601\",\"date\":\"2024-09-09 16:43:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"a4bf1c3aad16efd9ac8b6af7\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NzMyNTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"},{\"comment\":\"Dr. Choy's quantum class was pretty hard if you don't have a background on quantum mechanics, but she's a great lecturer and cares to know if you understand the concept so you'd perform well on exams. Take time to work on HW, it'll take a while & prep you for exams. Go to office hours if you're feeling unsure on a topic, you won't be disappointed. \",\"course_id\":\"ECE 601\",\"date\":\"2025-04-28 15:20:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"18ead86513ae3ab4ff78f365\",\"instructor_id\":\"rmp:3029282\",\"instructor_name\":\"Jennifer  Choy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\"}],\"evidence_count\":2,\"review_ids\":[\"a4bf1c3aad16efd9ac8b6af7\",\"18ead86513ae3ab4ff78f365\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3029282\",\"name\":\"Jennifer  Choy\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Office hours are helpful for understanding topics and performing well on exams.\"}]}","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_0fe7f84f9b6408104d512ff6","course_id":"ECE 601","catalog_version_id":"f85bc9a34d3963792b6faf0cc5413883242bd74822ae59e2aeffa034594efedf","record_version_id":"62899665cbb2ee1d3f5def3cf7f993d9baac988739ddcecaee900289676a3127","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e56ea36c7006ceb96d51593d91a48e14a7cee9024595ad2ade0867a0400189f0","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"9abfa878c72c13ec7d29e4676c0a4525ab81d445a32dbb52f262e4729010ff22\",\"course_id\":\"ECE 601\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Jennifer  Choy\",\"review_date\":\"2025-04-28 15:20:13 +0000 UTC\",\"review_id\":\"18ead86513ae3ab4ff78f365\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3029282\",\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jennifer  Choy: Homework takes significant time to complete but prepares students well for exams.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Jennifer  Choy\",\"review_date\":\"2024-09-09 16:43:50 +0000 UTC\",\"review_id\":\"a4bf1c3aad16efd9ac8b6af7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3029282\",\"source_review_id\":\"UmF0aW5nLTM5NzMyNTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\",\"type\":\"review\"},{\"instructor_name\":\"Jennifer  Choy\",\"review_date\":\"2025-04-28 15:20:13 +0000 UTC\",\"review_id\":\"18ead86513ae3ab4ff78f365\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3029282\",\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jennifer  Choy: Jennifer Choy is described as a great lecturer who cares about student understanding and provides helpful office hours. Reviewers note her lectures are in-depth and her homework prepares students well for exams, though the course can be hard without a quantum mechanics background.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Jennifer  Choy\",\"review_date\":\"2024-09-09 16:43:50 +0000 UTC\",\"review_id\":\"a4bf1c3aad16efd9ac8b6af7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3029282\",\"source_review_id\":\"UmF0aW5nLTM5NzMyNTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\",\"type\":\"review\"},{\"instructor_name\":\"Jennifer  Choy\",\"review_date\":\"2025-04-28 15:20:13 +0000 UTC\",\"review_id\":\"18ead86513ae3ab4ff78f365\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3029282\",\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jennifer  Choy: Jennifer Choy provides in-depth lectures and helpful office hours, though the course is challenging for students without a quantum mechanics background.\"},{\"citations\":[{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.81 GPA, 93.8% A/AB (n=16 letter grades); Fall 2023: 3.56 GPA, 75.0% A/AB (n=16 letter grades); Fall 2024: 3.88 GPA, 87.5% A/AB (n=8 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Jennifer  Choy\",\"review_date\":\"2024-09-09 16:43:50 +0000 UTC\",\"review_id\":\"a4bf1c3aad16efd9ac8b6af7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3029282\",\"source_review_id\":\"UmF0aW5nLTM5NzMyNTAw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\",\"type\":\"review\"},{\"instructor_name\":\"Jennifer  Choy\",\"review_date\":\"2025-04-28 15:20:13 +0000 UTC\",\"review_id\":\"18ead86513ae3ab4ff78f365\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3029282\",\"source_review_id\":\"UmF0aW5nLTQxMDY4ODIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3029282\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jennifer  Choy: Office hours spark lively discussions and help clarify concepts, while in-class demos make the material engaging.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"JENNIFER CHOY is recorded teaching in Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECE 601\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"source_record\":{\"entity_id\":\"2e146a07-22c5-313b-b8d3-af8aeda08293\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"MIKHAIL KATS is recorded teaching in Fall 2015, Fall 2016. 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}]