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Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"John Murphy\",\"review_date\":\"2014-01-08 16:30:01 +0000 UTC\",\"review_id\":\"5007b24fd99c55535e990fca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:515119\",\"source_review_id\":\"UmF0aW5nLTIyNzIwMjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/515119\",\"type\":\"review\"}],\"text\":\"Historical reviews characterize homework as fairly simple, noting that hints are emailed for problem sets.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"John Murphy\",\"review_date\":\"2014-01-08 16:30:01 +0000 UTC\",\"review_id\":\"5007b24fd99c55535e990fca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:515119\",\"source_review_id\":\"UmF0aW5nLTIyNzIwMjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/515119\",\"type\":\"review\"}],\"text\":\"Historical reviews for John Murphy describe engaging lectures that avoid direct textbook reliance and feature guest speakers. Reviewers note that homework is simple, aided by emailed hints, and highly recommend the course under his instruction.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"John Murphy\",\"review_date\":\"2014-01-08 16:30:01 +0000 UTC\",\"review_id\":\"5007b24fd99c55535e990fca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:515119\",\"source_review_id\":\"UmF0aW5nLTIyNzIwMjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/515119\",\"type\":\"review\"}],\"text\":\"Historical reviews describe John Murphy's course as highly recommended, featuring engaging lectures and guest speakers.\"},{\"citations\":[{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.55 GPA, 68.4% A/AB (n=19 letter grades); Fall 2024: 3.91 GPA, 100.0% A/AB (n=22 letter grades); Fall 2025: 3.35 GPA, 55.9% A/AB (n=34 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"John Murphy\",\"review_date\":\"2014-01-08 16:30:01 +0000 UTC\",\"review_id\":\"5007b24fd99c55535e990fca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:515119\",\"source_review_id\":\"UmF0aW5nLTIyNzIwMjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/515119\",\"type\":\"review\"}],\"text\":\"Historical reviews praise the instructor for not teaching directly from the book and bringing in diverse guest speakers.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"JOHN MURPHY is recorded teaching in Fall 2011, Fall 2013, Fall 2015, Fall 2017, Fall 2019. 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Homework is fairly simple being that he emails out hints for each problem set. Highly recommend taking this course with him.\",\"course_id\":\"ME/NE 565\",\"date\":\"2014-01-08 16:30:01 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5007b24fd99c55535e990fca\",\"instructor_id\":\"rmp:515119\",\"instructor_name\":\"John Murphy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNzIwMjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/515119\"}],\"evidence_count\":1,\"review_ids\":[\"5007b24fd99c55535e990fca\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:515119\",\"name\":\"John Murphy\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"summary\":\"Homework is considered fairly simple, with hints provided for problem sets.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Great teacher. Doesn't teach directly out of the book which makes for interesting lectures. Brings in great guest speakers for a variety of topics. Homework is fairly simple being that he emails out hints for each problem set. Highly recommend taking this course with him.\",\"course_id\":\"ME/NE 565\",\"date\":\"2014-01-08 16:30:01 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5007b24fd99c55535e990fca\",\"instructor_id\":\"rmp:515119\",\"instructor_name\":\"John Murphy\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNzIwMjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/515119\"}],\"evidence_count\":1,\"review_ids\":[\"5007b24fd99c55535e990fca\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:515119\",\"name\":\"John Murphy\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"summary\":\"Highly recommended course with great guest speakers and an engaging teaching style.\"}]}","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_8b528b8f957a97921d9bcab6","course_id":"ME/NE 565","catalog_version_id":"2ee8e75c61bac141150d26dd82b114820e43113db6dd4713dc19e7353596c4d8","record_version_id":"58847ea6af605e20c38ecc511cd05fe2f1a496f933cb1746949ea1f43f5d6d68","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"7b2cf29437c7499ee6610b08523d4345f4cbebbc0aaef2f84596589fde826b02","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"f152a73e5922079933dccb49515e75216715fa3392ec5ed993c8bdec3c293a22\",\"course_id\":\"ME/NE 565\",\"current_instructors\":[{\"instructor_uid\":\"instructor_e2e2dc3579b1dff0cfcd472c\",\"message\":\"No course-specific reviews available\",\"name\":\"Mark Anderson\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:632094\",\"summary\":[{\"citations\":[{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.55 GPA, 68.4% A/AB (n=19 letter grades); Fall 2024: 3.91 GPA, 100.0% A/AB (n=22 letter grades); Fall 2025: 3.35 GPA, 55.9% A/AB (n=34 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"John Murphy\",\"review_date\":\"2014-01-08 16:30:01 +0000 UTC\",\"review_id\":\"5007b24fd99c55535e990fca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:515119\",\"source_review_id\":\"UmF0aW5nLTIyNzIwMjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/515119\",\"type\":\"review\"}],\"text\":\"Historical reviews of John Murphy: John Murphy's homework was considered fairly simple, with hints emailed for problem sets, but this reflects his past teaching only.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"John Murphy\",\"review_date\":\"2014-01-08 16:30:01 +0000 UTC\",\"review_id\":\"5007b24fd99c55535e990fca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:515119\",\"source_review_id\":\"UmF0aW5nLTIyNzIwMjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/515119\",\"type\":\"review\"}],\"text\":\"Historical reviews of John Murphy: Mark Anderson is the current instructor for ME/NE 565. No reviews are available for his teaching, so this summary cannot describe his specific strengths or concerns based on student feedback.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"John Murphy\",\"review_date\":\"2014-01-08 16:30:01 +0000 UTC\",\"review_id\":\"5007b24fd99c55535e990fca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:515119\",\"source_review_id\":\"UmF0aW5nLTIyNzIwMjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/515119\",\"type\":\"review\"}],\"text\":\"Historical reviews for John Murphy describe an engaging course with interesting lectures and guest speakers, though current instructor Mark Anderson has no reviewed history.\"},{\"citations\":[{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.55 GPA, 68.4% A/AB (n=19 letter grades); Fall 2024: 3.91 GPA, 100.0% A/AB (n=22 letter grades); Fall 2025: 3.35 GPA, 55.9% A/AB (n=34 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"John Murphy\",\"review_date\":\"2014-01-08 16:30:01 +0000 UTC\",\"review_id\":\"5007b24fd99c55535e990fca\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:515119\",\"source_review_id\":\"UmF0aW5nLTIyNzIwMjAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/515119\",\"type\":\"review\"}],\"text\":\"Historical reviews of John Murphy: Reviewers found John Murphy's non-textbook lectures and guest speakers highly recommendable, but no student experience data exists for Mark Anderson.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"}],\"text\":\"JOHN MURPHY is recorded teaching in Fall 2011, Fall 2013, Fall 2015, Fall 2017, Fall 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME/NE 565\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"source_record\":{\"entity_id\":\"64357597-6b0f-3a1f-a9f4-047a72223ac0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MARK ANDERSON is recorded teaching in Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. 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}]