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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":false},{"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":false}]