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Fall 2023: 3.40 GPA, 80.0% A/AB (n=15 letter grades); Fall 2025: 3.33 GPA, 57.1% A/AB (n=21 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2013-04-17 14:57:26 +0000 UTC\",\"review_id\":\"9a91c839adab1164d8ea18ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTIxNTUyMjk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"}],\"text\":\"Homework and exams are reported as fair in difficulty by historical reviewers.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2013-04-17 14:57:26 +0000 UTC\",\"review_id\":\"9a91c839adab1164d8ea18ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTIxNTUyMjk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"}],\"text\":\"Historical review of Robert Witt describes lectures as interesting for engaged students, with fair homework and exams (review:1).\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2013-04-17 14:57:26 +0000 UTC\",\"review_id\":\"9a91c839adab1164d8ea18ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTIxNTUyMjk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"}],\"text\":\"Historical reviews for Robert Witt describe engaging lectures and fair assessments, though engagement may require student interest.\"},{\"citations\":[{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.40 GPA, 80.0% A/AB (n=15 letter grades); 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"ROBERT WITT is recorded teaching in Fall 2007, Fall 2008, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Fall 2019. 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":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_2595741b33916eefc3b59a24","course_id":"NE 411","catalog_version_id":"7492c38b43ebc24a4dca3430429b496306d038c74986049bee979d7267472c4f","record_version_id":"b4c7579a824e89ade01a3ef2491751ea990be1eb30a4113ac7c6f4ec4efb478b","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"1ed94f5d9e949fccc8d0836ea66f43c38c2c8cdc1e8ebf34c766dc18a295bf57","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"N E 305,M E 361, and (M E 363andM E 364orCBE 320) or graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n7\",\"n8\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"N E 305,M E 361, and (M E 363andM E 364orCBE 320)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 363andM E 364orCBE 320\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 363andM E 364\",\"id\":\"n5\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior\"},\"evidence\":\"CBE 320\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":305,\"minimum_grade\":null,\"subjects\":[\"NE\"],\"timing\":\"prior\"},\"evidence\":\"N E 305\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":361,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 361\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":363,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 363\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":364,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 364\",\"id\":\"n10\",\"kind\":\"course\"}],\"notes\":[\"Prerequisites are grouped logically: (NE 305 AND ME 361 AND (ME 363 AND ME 364 OR CBE 320)) OR graduate standing OR guest student status.\"],\"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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_2595741b33916eefc3b59a24","course_id":"NE 411","catalog_version_id":"7492c38b43ebc24a4dca3430429b496306d038c74986049bee979d7267472c4f","record_version_id":"b4c7579a824e89ade01a3ef2491751ea990be1eb30a4113ac7c6f4ec4efb478b","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"1ed94f5d9e949fccc8d0836ea66f43c38c2c8cdc1e8ebf34c766dc18a295bf57","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"NE 305\",\"field\":\"description\",\"quote\":\"Properties of nuclei, nuclear structure, radioactivity, nuclear reactions, fission, resonance reactions, moderation of neutrons.\"},{\"course_id\":\"ME 361\",\"field\":\"description\",\"quote\":\"First and second laws of thermodynamics; thermodynamic properties of gases, vapors, and gas-vapor mixtures; energy-systems analysis including power cycles, refrigeration cycles and air-conditioning processes. 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Homework is fair, as are exams.\",\"course_id\":\"NE 411\",\"date\":\"2013-04-17 14:57:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9a91c839adab1164d8ea18ec\",\"instructor_id\":\"rmp:725492\",\"instructor_name\":\"Robert Witt\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIxNTUyMjk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\"}],\"evidence_count\":1,\"review_ids\":[\"9a91c839adab1164d8ea18ec\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:725492\",\"name\":\"Robert Witt\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"summary\":\"Homework and exams are considered fair.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"A great professor who keeps his lectures interesting to students who actually care about the topic. 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Historical reviews for Robert Witt describe him as a great professor who keeps lectures interesting for engaged students, with fair homework and exams.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2013-04-17 14:57:26 +0000 UTC\",\"review_id\":\"9a91c839adab1164d8ea18ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTIxNTUyMjk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"}],\"text\":\"Historical reviews for Robert Witt describe engaging lectures and fair assessments, though engagement may require student interest.\"},{\"citations\":[{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.40 GPA, 80.0% A/AB (n=15 letter grades); Fall 2024: 3.03 GPA, 41.2% A/AB (n=17 letter grades); Fall 2025: 3.33 GPA, 57.1% A/AB (n=21 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Robert Witt\",\"review_date\":\"2013-04-17 14:57:26 +0000 UTC\",\"review_id\":\"9a91c839adab1164d8ea18ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:725492\",\"source_review_id\":\"UmF0aW5nLTIxNTUyMjk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/725492\",\"type\":\"review\"}],\"text\":\"Historical reviews of Robert Witt: Lectures are considered interesting, particularly for students who care about the topic.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JULIANA PACHECO DUARTE is recorded teaching in Fall 2022, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"NE 411\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"source_record\":{\"entity_id\":\"f68e474f-8208-3d69-8570-393fa294c82e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"ROBERT WITT is recorded teaching in Fall 2007, Fall 2008, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Fall 2019. 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":false}]