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Fall 2024: 3.83 GPA, 88.9% A/AB (n=27 letter grades); Fall 2025: 3.77 GPA, 80.8% A/AB (n=26 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2018-02-16 21:57:01 +0000 UTC\",\"review_id\":\"4ad2196d15801e1dc02799ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"},{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2020-12-08 21:42:08 +0000 UTC\",\"review_id\":\"aa870fe2a19c9beec62ca168\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTMzOTkwMDc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"}],\"text\":\"Historical reviews of John Pfotenhauer: Lectures may be derailed by math errors in notes, and grading is described as tough on homework but lenient on exams.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2018-02-16 21:57:01 +0000 UTC\",\"review_id\":\"4ad2196d15801e1dc02799ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"},{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2020-12-08 21:42:08 +0000 UTC\",\"review_id\":\"aa870fe2a19c9beec62ca168\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTMzOTkwMDc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"}],\"text\":\"Historical reviews of John Pfotenhauer describe him as competent and helpful outside class, though one reviewer notes he can be semi-prepared and grades homework strictly. Another reviewer praises his ability to ensure understanding and deliver engaging lectures, while noting that his grading is tough. Both reviewers indicate the course is difficult but worthwhile.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2018-02-16 21:57:01 +0000 UTC\",\"review_id\":\"4ad2196d15801e1dc02799ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"},{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2020-12-08 21:42:08 +0000 UTC\",\"review_id\":\"aa870fe2a19c9beec62ca168\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTMzOTkwMDc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"}],\"text\":\"Historical reviews for John Pfotenhauer describe a highly competent instructor who ensures student understanding, though grading standards vary between lenient exams and tough homework.\"},{\"citations\":[{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.72 GPA, 88.0% A/AB (n=25 letter grades); 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He really makes sure you understand the material and some of his lectures will blow your mind. The only downside is he grades kinda tough, but don't let that discourage you from signing up for his class.\",\"course_id\":\"ME 561\",\"date\":\"2020-12-08 21:42:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"aa870fe2a19c9beec62ca168\",\"instructor_id\":\"rmp:927521\",\"instructor_name\":\"John Pfotenhauer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzOTkwMDc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\"}],\"evidence_count\":1,\"review_ids\":[\"aa870fe2a19c9beec62ca168\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:927521\",\"name\":\"John Pfotenhauer\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"summary\":\"Grading is considered tough.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"What a great class with a great professor. I highly recommend him for any thermo class. 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The only downside is he grades kinda tough, but don't let that discourage you from signing up for his class.\",\"course_id\":\"ME 561\",\"date\":\"2020-12-08 21:42:08 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"aa870fe2a19c9beec62ca168\",\"instructor_id\":\"rmp:927521\",\"instructor_name\":\"John Pfotenhauer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzOTkwMDc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\"}],\"evidence_count\":1,\"review_ids\":[\"aa870fe2a19c9beec62ca168\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:927521\",\"name\":\"John Pfotenhauer\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Great class with a great professor who is highly recommended.\"}]}","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_abbca94d282e1b033b9fcce7","course_id":"ME 561","catalog_version_id":"da696b3c5b2a58b82871b900400ab1050a497263611634a31a5034a5b2faf243","record_version_id":"7ddc051b30dc85c088b61b0fd60e4427a782c51b301a5b05d699b8b018bb0011","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"c36907090261a27c7bf4ce80e6f9467735a7702efa49183e5f3ee41f2ff590e6","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"fb136efb305dc4c03ca83ec0a1bf43072713087d64d5bca292099da3a2f28a19\",\"course_id\":\"ME 561\",\"current_instructors\":[{\"instructor_uid\":\"instructor_188641027ce7fbc94181437c\",\"message\":\"No course-specific reviews available\",\"name\":\"Franklin Miller\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1350737\",\"summary\":[{\"citations\":[{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.72 GPA, 88.0% A/AB (n=25 letter grades); Fall 2024: 3.83 GPA, 88.9% A/AB (n=27 letter grades); Fall 2025: 3.77 GPA, 80.8% A/AB (n=26 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2018-02-16 21:57:01 +0000 UTC\",\"review_id\":\"4ad2196d15801e1dc02799ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"},{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2020-12-08 21:42:08 +0000 UTC\",\"review_id\":\"aa870fe2a19c9beec62ca168\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTMzOTkwMDc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"}],\"text\":\"Historical reviews of John Pfotenhauer: Lectures may be derailed by math errors in notes, and grading is described as tough on homework but lenient on exams.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2018-02-16 21:57:01 +0000 UTC\",\"review_id\":\"4ad2196d15801e1dc02799ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"},{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2020-12-08 21:42:08 +0000 UTC\",\"review_id\":\"aa870fe2a19c9beec62ca168\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTMzOTkwMDc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"}],\"text\":\"No reviews are available for current instructor Franklin Miller. Historical reviews for John Pfotenhauer describe him as competent and engaging, though one reviewer notes he can be semi-prepared and grades homework strictly while being lenient on exams, while another finds his grading tough but highly recommends the class.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2018-02-16 21:57:01 +0000 UTC\",\"review_id\":\"4ad2196d15801e1dc02799ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"},{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2020-12-08 21:42:08 +0000 UTC\",\"review_id\":\"aa870fe2a19c9beec62ca168\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTMzOTkwMDc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"}],\"text\":\"Historical reviews for John Pfotenhauer describe a highly competent instructor who ensures student understanding, though grading standards vary between lenient exams and tough homework.\"},{\"citations\":[{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.72 GPA, 88.0% A/AB (n=25 letter grades); Fall 2024: 3.83 GPA, 88.9% A/AB (n=27 letter grades); Fall 2025: 3.77 GPA, 80.8% A/AB (n=26 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2018-02-16 21:57:01 +0000 UTC\",\"review_id\":\"4ad2196d15801e1dc02799ff\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"},{\"instructor_name\":\"John Pfotenhauer\",\"review_date\":\"2020-12-08 21:42:08 +0000 UTC\",\"review_id\":\"aa870fe2a19c9beec62ca168\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:927521\",\"source_review_id\":\"UmF0aW5nLTMzOTkwMDc1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/927521\",\"type\":\"review\"}],\"text\":\"Historical reviews of John Pfotenhauer: Students value the professor's availability and ability to make lectures insightful, though some find the strict grading on minor details frustrating.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"FRANKLIN MILLER is recorded teaching in Fall 2018, Fall 2019, Fall 2021, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ME 561\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"source_record\":{\"entity_id\":\"bd6c11a8-f20b-3366-805e-d2e4aa7e2e9d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"JOHN PFOTENHAUER is recorded teaching in Fall 2015, Fall 2016, Fall 2017, Fall 2020, Fall 2022. 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}]