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Final Project instead of an exam was a godsend around finals week.\",\"course_id\":\"PHYSICS 205\",\"date\":\"2019-09-10 18:27:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3e506a585a474d1e6bb30dc2\",\"instructor_id\":\"rmp:2381989\",\"instructor_name\":\"Keith Bechtol\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMyMjIxNDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2381989\"}],\"evidence_count\":3,\"review_ids\":[\"7ef821e714ff838c05ca4508\",\"99ac1a68ecfe6c7e72cef281\",\"3e506a585a474d1e6bb30dc2\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2381989\",\"name\":\"Keith Bechtol\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"summary\":\"Students generally rate the course highly, particularly when taught by certain instructors who are fair, intelligent, and supportive.\"}]}","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_1d9f375f4112f29da5afb4cd","course_id":"PHYSICS 205","catalog_version_id":"f406efd147bf1c844c02dfa991a68b042cd1600fd02dccdb0505727beb7dfeae","record_version_id":"44009f6499a919b96cccfa728bac5f5060fdae881d99e0f81f673bb1b811cccf","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"eb603db30bfff13f0984debb76b9c5f4b68d6e878dc81c826c07c431d185bfe7","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"95bd362db682d72def1f61aa015c09d32e77959894809db5ff543b51967ad8a6\",\"course_id\":\"PHYSICS 205\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Keith Bechtol\",\"review_date\":\"2019-09-10 18:27:31 +0000 UTC\",\"review_id\":\"3e506a585a474d1e6bb30dc2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2381989\",\"source_review_id\":\"UmF0aW5nLTMyMjIxNDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2381989\",\"type\":\"review\"}],\"text\":\"Historical reviews of Keith Bechtol: Homework requires significant time but mirrors test problems, making the effort worthwhile for exam preparation.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Keith Bechtol\",\"review_date\":\"2019-05-13 17:36:27 +0000 UTC\",\"review_id\":\"7ef821e714ff838c05ca4508\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2381989\",\"source_review_id\":\"UmF0aW5nLTMxODU4NTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2381989\",\"type\":\"review\"},{\"instructor_name\":\"Keith Bechtol\",\"review_date\":\"2019-05-14 21:02:00 +0000 UTC\",\"review_id\":\"99ac1a68ecfe6c7e72cef281\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2381989\",\"source_review_id\":\"UmF0aW5nLTMxODcyNDQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2381989\",\"type\":\"review\"},{\"instructor_name\":\"Keith Bechtol\",\"review_date\":\"2019-09-10 18:27:31 +0000 UTC\",\"review_id\":\"3e506a585a474d1e6bb30dc2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2381989\",\"source_review_id\":\"UmF0aW5nLTMyMjIxNDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2381989\",\"type\":\"review\"}],\"text\":\"Historical reviews of Keith Bechtol: Keith Bechtol is described as fair, intelligent, and helpful, with strong lecture preparation and multiple explanation styles. Reviewers note that homework aligns with tests, and the final project format reduces stress compared to traditional exams.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Keith Bechtol\",\"review_date\":\"2019-05-13 17:36:27 +0000 UTC\",\"review_id\":\"7ef821e714ff838c05ca4508\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2381989\",\"source_review_id\":\"UmF0aW5nLTMxODU4NTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2381989\",\"type\":\"review\"},{\"instructor_name\":\"Keith Bechtol\",\"review_date\":\"2019-05-14 21:02:00 +0000 UTC\",\"review_id\":\"99ac1a68ecfe6c7e72cef281\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2381989\",\"source_review_id\":\"UmF0aW5nLTMxODcyNDQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2381989\",\"type\":\"review\"},{\"instructor_name\":\"Keith Bechtol\",\"review_date\":\"2019-09-10 18:27:31 +0000 UTC\",\"review_id\":\"3e506a585a474d1e6bb30dc2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2381989\",\"source_review_id\":\"UmF0aW5nLTMyMjIxNDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2381989\",\"type\":\"review\"}],\"text\":\"Historical reviews for Keith Bechtol describe an excellent instructor who prepares students well through lectures and problem sets, with a final project replacing the exam to reduce stress.\"},{\"citations\":[{\"course_id\":\"PHYSICS 205\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"beab7691-a8f4-3d99-97db-41c893b47485\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 205\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"beab7691-a8f4-3d99-97db-41c893b47485\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 205\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"beab7691-a8f4-3d99-97db-41c893b47485\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2018: 3.09 GPA, 54.5% A/AB (n=11 letter grades); Spring 2019: 3.33 GPA, 56.7% A/AB (n=30 letter grades); Fall 2019: 3.29 GPA, 57.1% A/AB (n=21 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Keith Bechtol\",\"review_date\":\"2019-05-13 17:36:27 +0000 UTC\",\"review_id\":\"7ef821e714ff838c05ca4508\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2381989\",\"source_review_id\":\"UmF0aW5nLTMxODU4NTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2381989\",\"type\":\"review\"},{\"instructor_name\":\"Keith Bechtol\",\"review_date\":\"2019-09-10 18:27:31 +0000 UTC\",\"review_id\":\"3e506a585a474d1e6bb30dc2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2381989\",\"source_review_id\":\"UmF0aW5nLTMyMjIxNDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2381989\",\"type\":\"review\"}],\"text\":\"Historical reviews of Keith Bechtol: Students appreciated the final project format for allowing personal exploration and relieving finals week stress, while Bechtol provided multiple explanations for complex topics.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 205\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"beab7691-a8f4-3d99-97db-41c893b47485\",\"source_record\":{\"entity_id\":\"beab7691-a8f4-3d99-97db-41c893b47485\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 205\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"beab7691-a8f4-3d99-97db-41c893b47485\",\"source_record\":{\"entity_id\":\"beab7691-a8f4-3d99-97db-41c893b47485\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"KEITH BECHTOL is recorded teaching in Spring 2019, 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":true}]