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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JOHN YIN is recorded teaching in Spring 2011, Spring 2013, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MARCEL SCHREIER is recorded teaching in Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"REID VAN LEHN is recorded teaching in Fall 2020, Fall 2022, Fall 2023. 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\": \"professor\", \"instructor_uid\": \"instructor_f8624ba541bb541a373bd828\", \"error\": \"ModelAPIError: Connection 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_1f55ebed1f1f6a86bcb82530","course_id":"CBE 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01:09:24 +0000 UTC\",\"review_id\":\"78ceac79c9ee70940d8b0473\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1953065\",\"source_review_id\":\"UmF0aW5nLTI1ODM0ODg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1953065\",\"type\":\"review\"},{\"instructor_name\":\"George Huber\",\"review_date\":\"2025-04-28 15:21:39 +0000 UTC\",\"review_id\":\"ce5b290d2cf7566031fc907f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1953065\",\"source_review_id\":\"UmF0aW5nLTQxMDY4ODQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1953065\",\"type\":\"review\"}],\"text\":\"George Huber's course is criticized for poor structure and excessive workload, with homeworks taking 8-10 hours. Reviewers also report a lack of study materials and hard, niche exams, leading to low satisfaction.\"},{\"citations\":[{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.88 GPA, 91.1% A/AB (n=45 letter grades); Fall 2023: 3.82 GPA, 93.5% A/AB (n=31 letter grades); Fall 2024: 3.55 GPA, 75.0% A/AB (n=20 letter grades).\"}]},{\"instructor_uid\":\"instructor_51729628f5685d0230164822\",\"message\":\"No course-specific reviews available\",\"name\":\"John Yin\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2013: 3.81 GPA, 92.3% A/AB (n=13 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=10 letter grades); Fall 2025: 3.21 GPA, 50.0% A/AB (n=12 letter grades).\"}]},{\"instructor_uid\":\"instructor_d7d2a6efcc0ce87c6857bd41\",\"message\":\"No course-specific reviews available\",\"name\":\"Marcel Schreier\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2987666\",\"summary\":[{\"citations\":[{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.77 GPA, 90.9% A/AB (n=11 letter grades); Fall 2024: 3.81 GPA, 100.0% A/AB (n=13 letter grades); Fall 2025: 3.79 GPA, 94.1% A/AB (n=17 letter grades).\"}]},{\"instructor_uid\":\"instructor_5d0781600b76850bbac4916f\",\"message\":\"No course-specific reviews available\",\"name\":\"Rahul Sujanani\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3158439\",\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"George Huber\",\"review_date\":\"2015-12-28 01:09:24 +0000 UTC\",\"review_id\":\"78ceac79c9ee70940d8b0473\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1953065\",\"source_review_id\":\"UmF0aW5nLTI1ODM0ODg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1953065\",\"type\":\"review\"},{\"instructor_name\":\"George Huber\",\"review_date\":\"2025-04-28 15:21:39 +0000 UTC\",\"review_id\":\"ce5b290d2cf7566031fc907f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1953065\",\"source_review_id\":\"UmF0aW5nLTQxMDY4ODQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1953065\",\"type\":\"review\"}],\"text\":\"Homeworks require 8-10 hours each, which reviewers consider excessive for a survey course. Exams are described as hard and niche, with no practice problems or study guides provided to help prepare.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Reid Van Lehn\",\"review_date\":\"2020-12-09 16:27:13 +0000 UTC\",\"review_id\":\"5822cc67bf8a12f05314fef2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2199950\",\"source_review_id\":\"UmF0aW5nLTMzOTk5NDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2199950\",\"type\":\"review\"}],\"text\":\"Historical instructor Reid Van Lehn is praised for his engaging lectures, humor, and willingness to discuss concepts outside class. Reviewers note that while problem sets and exams can be difficult, support is available for students who ask for help.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"George Huber\",\"review_date\":\"2015-12-28 01:09:24 +0000 UTC\",\"review_id\":\"78ceac79c9ee70940d8b0473\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1953065\",\"source_review_id\":\"UmF0aW5nLTI1ODM0ODg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1953065\",\"type\":\"review\"},{\"instructor_name\":\"George Huber\",\"review_date\":\"2025-04-28 15:21:39 +0000 UTC\",\"review_id\":\"ce5b290d2cf7566031fc907f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1953065\",\"source_review_id\":\"UmF0aW5nLTQxMDY4ODQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1953065\",\"type\":\"review\"}],\"text\":\"George Huber's CBE 562 is poorly structured with excessive homework and difficult, niche exams. Reviewers found the lack of study materials and high workload frustrating, with one explicitly stating they would not take the class again.\"},{\"citations\":[{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.93 GPA, 96.4% A/AB (n=28 letter grades); Fall 2025: 3.55 GPA, 75.9% A/AB (n=29 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=11 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"George Huber\",\"review_date\":\"2015-12-28 01:09:24 +0000 UTC\",\"review_id\":\"78ceac79c9ee70940d8b0473\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1953065\",\"source_review_id\":\"UmF0aW5nLTI1ODM0ODg0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1953065\",\"type\":\"review\"},{\"instructor_name\":\"George Huber\",\"review_date\":\"2025-04-28 15:21:39 +0000 UTC\",\"review_id\":\"ce5b290d2cf7566031fc907f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1953065\",\"source_review_id\":\"UmF0aW5nLTQxMDY4ODQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1953065\",\"type\":\"review\"}],\"text\":\"Students report that the class is not structured well and lacks necessary study materials beyond over 1000 lecture slides. The absence of practice problems and study guides makes exam preparation difficult and frustrating.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"GEORGE HUBER is recorded teaching in Fall 2012, Spring 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2021, Fall 2022, Fall 2023, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JOHN YIN is recorded teaching in Spring 2011, Spring 2013, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":11,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MARCEL SCHREIER is recorded teaching in Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"CBE 562\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"source_record\":{\"entity_id\":\"33abc750-dc9a-389d-b3c0-7fc42bf0a0c8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"REID VAN LEHN is recorded teaching in Fall 2020, Fall 2022, Fall 2023. 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}]