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If you're constantly late or say stupid things, he absolutely WILL call you out on it, as you deserve. 736 is not much work other than reading and a project, but if you can't participate in class, he will ramp things up quickly.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2015-12-07 20:46:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53cc36b36bef989aa4d8118e\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NTc5ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"Tough grader. But a very helpful professor. High expectations for the project and there aren't any tests/ quizzes. Class participation is taken seriously. 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It is unfortunate for those who desire role models in the faculty.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2016-04-13 15:10:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14c689d29084c3bc955a062a\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2Mjg5MjMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"THE *WORST* PROF I'VE EVER TAKEN A COURSE UNDER. Never take a course under him in case you're eager to learn and want a fair evaluation. Will grade your reports only based on English. Too grumpy and not at all caring. Has too much ego and speaks utter nonsense about the world and politics.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:12:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c23500b6869e47c8a7258e29\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNzMxMjgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"Classes are useless. One is better off reading the papers at home. The projects were not related to operating systems and grading was done only on English in our reports. Grade is NOT proportional to efforts put in. The grade is proportional to how well you can write. Felt like we were in technical report writing. Take the class with someone else.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:52:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e2d9fd28c166b435afd5f178\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNzMxNzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"}],\"evidence_count\":3,\"review_ids\":[\"14c689d29084c3bc955a062a\",\"c23500b6869e47c8a7258e29\",\"e2d9fd28c166b435afd5f178\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2016\"},\"sentiment\":\"negative\",\"summary\":\"Barton Miller is criticized for being rude, having no respect for students, and having a large ego.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Bart is an interesting guy. He comes off a bit abrasive at first but is really very nice and helpful. If you're constantly late or say stupid things, he absolutely WILL call you out on it, as you deserve. 736 is not much work other than reading and a project, but if you can't participate in class, he will ramp things up quickly.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2015-12-07 20:46:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53cc36b36bef989aa4d8118e\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NTc5ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"Tough grader. But a very helpful professor. High expectations for the project and there aren't any tests/ quizzes. Class participation is taken seriously. 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Take the class with someone else.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:52:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e2d9fd28c166b435afd5f178\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNzMxNzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"}],\"evidence_count\":4,\"review_ids\":[\"53cc36b36bef989aa4d8118e\",\"4d894767d9761d3b5097b74f\",\"c23500b6869e47c8a7258e29\",\"e2d9fd28c166b435afd5f178\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Grading is controversial; some find it fair and proportional to effort, while others feel it relies too heavily on English writing skills rather than technical content.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Bart is an interesting guy. He comes off a bit abrasive at first but is really very nice and helpful. If you're constantly late or say stupid things, he absolutely WILL call you out on it, as you deserve. 736 is not much work other than reading and a project, but if you can't participate in class, he will ramp things up quickly.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2015-12-07 20:46:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53cc36b36bef989aa4d8118e\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NTc5ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"Tough grader. But a very helpful professor. High expectations for the project and there aren't any tests/ quizzes. Class participation is taken seriously. He makes you work hard for the grades, and the result is definitely in proportion to the amount of effort put in.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:35:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4d894767d9761d3b5097b74f\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMyNzMxNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"}],\"evidence_count\":2,\"review_ids\":[\"53cc36b36bef989aa4d8118e\",\"4d894767d9761d3b5097b74f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is described as not much other than reading and a project, but high expectations for the project make it tough.\"}]}","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_8c24abbdb85b336a3caf8465","course_id":"COMPSCI 736","catalog_version_id":"48a7d6b1e79170c53e2ff5aca9f3bc79899d78ef78c56d4e03e60de4d0f85956","record_version_id":"a2ae07755fcbefffee694a35d627bee069c4e1d0763c43f851a1f23f94bf0fdf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"8cfe2788ce591a5c8791bcffe056369967ee76ac2abcdf22ef5000ccd70367cc","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"42405f3282cb975062e62e9901c777b544a08b176525affc1b49de0f8509e957\",\"course_id\":\"COMPSCI 736\",\"current_instructors\":[{\"instructor_uid\":\"instructor_5e8dbece5ed04a0d182f9b84\",\"message\":\"No course-specific reviews available\",\"name\":\"Sara McAllister\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.79 GPA, 96.2% A/AB (n=26 letter grades); Fall 2024: 3.86 GPA, 95.7% A/AB (n=46 letter grades); Fall 2025: 3.83 GPA, 100.0% A/AB (n=44 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"BARTON MILLER is recorded teaching in Spring 2010, Fall 2011, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2019, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"REMZI ARPACI-DUSSEAU is recorded teaching in Fall 2007, Spring 2008, Fall 2010, Spring 2014. 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":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","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_8c24abbdb85b336a3caf8465","course_id":"COMPSCI 736","catalog_version_id":"48a7d6b1e79170c53e2ff5aca9f3bc79899d78ef78c56d4e03e60de4d0f85956","record_version_id":"a2ae07755fcbefffee694a35d627bee069c4e1d0763c43f851a1f23f94bf0fdf","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"93c1c2421ba4b29eddd8d6d103a5717f1cc18a255ff591c1e61b0fd7eca0fc2f","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_8c24abbdb85b336a3caf8465","course_id":"COMPSCI 736","catalog_version_id":"48a7d6b1e79170c53e2ff5aca9f3bc79899d78ef78c56d4e03e60de4d0f85956","record_version_id":"a2ae07755fcbefffee694a35d627bee069c4e1d0763c43f851a1f23f94bf0fdf","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"93c1c2421ba4b29eddd8d6d103a5717f1cc18a255ff591c1e61b0fd7eca0fc2f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 537\",\"field\":\"description\",\"quote\":\"Input-output hardware, interrupt handling, properties of magnetic tapes, discs and drums, associative memories and virtual address translation techniques. Batch processing, time sharing and real-time systems, scheduling resource allocation, modular software systems, performance measurement and system evaluation.\"}],\"text\":\"Fundamentals of operating systems including hardware interaction, scheduling, and resource management.\"}],\"search_phrases\":[\"advanced operating systems graduate\",\"kernel design multiprocess systems\",\"OS fault tolerance virtual machines\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 736\",\"field\":\"description\",\"quote\":\"Advanced topics in operating systems, including process communication, resource allocation, multiprocess and network operating systems, kernel philosophies, fault-tolerant systems, virtual machines, high-level language systems, verifiability and proof techniques.\"}],\"text\":\"Advanced operating system design and analysis.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI 736\",\"field\":\"title\",\"quote\":\"ADVANCED OPERATING SYSTEMS\"}],\"text\":\"COMPSCI 736 covers advanced operating system topics such as process communication, fault tolerance, and virtual machines.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 736\",\"field\":\"description\",\"quote\":\"process communication, resource allocation, multiprocess and network operating systems, kernel philosophies, fault-tolerant systems, virtual machines, high-level language systems, verifiability and proof techniques\"}],\"text\":\"Process communication and resource allocation\"},{\"evidence\":[{\"course_id\":\"COMPSCI 736\",\"field\":\"description\",\"quote\":\"multiprocess and network operating systems, kernel philosophies\"}],\"text\":\"Multiprocess and network operating systems\"},{\"evidence\":[{\"course_id\":\"COMPSCI 736\",\"field\":\"description\",\"quote\":\"fault-tolerant systems, virtual machines\"}],\"text\":\"Fault-tolerant systems and virtual machines\"},{\"evidence\":[{\"course_id\":\"COMPSCI 736\",\"field\":\"description\",\"quote\":\"verifiability and proof techniques\"}],\"text\":\"Verifiability and proof techniques\"}]}","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_8c24abbdb85b336a3caf8465","course_id":"COMPSCI 736","catalog_version_id":"48a7d6b1e79170c53e2ff5aca9f3bc79899d78ef78c56d4e03e60de4d0f85956","record_version_id":"a2ae07755fcbefffee694a35d627bee069c4e1d0763c43f851a1f23f94bf0fdf","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"93c1c2421ba4b29eddd8d6d103a5717f1cc18a255ff591c1e61b0fd7eca0fc2f","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"No Comments\",\"course_id\":\"COMPSCI 736\",\"date\":\"2004-11-22 13:54:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b02ca4e32df53d87eec4aff2\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MTI5ODg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"Amazing teaching and great guidance\",\"course_id\":\"COMPSCI 736\",\"date\":\"2006-05-16 17:11:51 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7dcacb1a76bf1536d67e2bfb\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExODk3NDYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"Mentor...Master...Magic\",\"course_id\":\"COMPSCI 736\",\"date\":\"2010-12-16 03:06:25 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4fb4a513e9d269af5e954c49\",\"instructor_id\":\"rmp:131676\",\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE3OTYwOTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\"},{\"comment\":\"Bart is an interesting guy. He comes off a bit abrasive at first but is really very nice and helpful. If you're constantly late or say stupid things, he absolutely WILL call you out on it, as you deserve. 736 is not much work other than reading and a project, but if you can't participate in class, he will ramp things up quickly.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2015-12-07 20:46:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53cc36b36bef989aa4d8118e\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NTc5ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"Tough grader. But a very helpful professor. High expectations for the project and there aren't any tests/ quizzes. Class participation is taken seriously. He makes you work hard for the grades, and the result is definitely in proportion to the amount of effort put in.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:35:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4d894767d9761d3b5097b74f\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMyNzMxNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"}],\"evidence_count\":5,\"review_ids\":[\"b02ca4e32df53d87eec4aff2\",\"7dcacb1a76bf1536d67e2bfb\",\"4fb4a513e9d269af5e954c49\",\"53cc36b36bef989aa4d8118e\",\"4d894767d9761d3b5097b74f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"},{\"id\":\"rmp:131676\",\"name\":\"Remzi Arpaci-Dusseau\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2004\"},\"sentiment\":\"positive\",\"summary\":\"Some instructors like Remzi Arpaci-Dusseau are praised for amazing teaching and guidance, while Barton Miller is described as helpful but abrasive.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This guy is rude and comes off as having no respect for students. It is unfortunate for those who desire role models in the faculty.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2016-04-13 15:10:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14c689d29084c3bc955a062a\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2Mjg5MjMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"THE *WORST* PROF I'VE EVER TAKEN A COURSE UNDER. Never take a course under him in case you're eager to learn and want a fair evaluation. Will grade your reports only based on English. Too grumpy and not at all caring. Has too much ego and speaks utter nonsense about the world and politics.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:12:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c23500b6869e47c8a7258e29\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNzMxMjgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"Classes are useless. One is better off reading the papers at home. The projects were not related to operating systems and grading was done only on English in our reports. Grade is NOT proportional to efforts put in. The grade is proportional to how well you can write. Felt like we were in technical report writing. Take the class with someone else.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:52:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e2d9fd28c166b435afd5f178\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNzMxNzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"}],\"evidence_count\":3,\"review_ids\":[\"14c689d29084c3bc955a062a\",\"c23500b6869e47c8a7258e29\",\"e2d9fd28c166b435afd5f178\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2016\"},\"sentiment\":\"negative\",\"summary\":\"Barton Miller is criticized for being rude, having no respect for students, and having a large ego.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Bart is an interesting guy. He comes off a bit abrasive at first but is really very nice and helpful. If you're constantly late or say stupid things, he absolutely WILL call you out on it, as you deserve. 736 is not much work other than reading and a project, but if you can't participate in class, he will ramp things up quickly.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2015-12-07 20:46:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53cc36b36bef989aa4d8118e\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NTc5ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"Tough grader. But a very helpful professor. High expectations for the project and there aren't any tests/ quizzes. Class participation is taken seriously. He makes you work hard for the grades, and the result is definitely in proportion to the amount of effort put in.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:35:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4d894767d9761d3b5097b74f\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMyNzMxNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"THE *WORST* PROF I'VE EVER TAKEN A COURSE UNDER. Never take a course under him in case you're eager to learn and want a fair evaluation. Will grade your reports only based on English. Too grumpy and not at all caring. Has too much ego and speaks utter nonsense about the world and politics.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:12:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c23500b6869e47c8a7258e29\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNzMxMjgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"Classes are useless. One is better off reading the papers at home. The projects were not related to operating systems and grading was done only on English in our reports. Grade is NOT proportional to efforts put in. The grade is proportional to how well you can write. Felt like we were in technical report writing. Take the class with someone else.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:52:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e2d9fd28c166b435afd5f178\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNzMxNzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"}],\"evidence_count\":4,\"review_ids\":[\"53cc36b36bef989aa4d8118e\",\"4d894767d9761d3b5097b74f\",\"c23500b6869e47c8a7258e29\",\"e2d9fd28c166b435afd5f178\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Grading is controversial; some find it fair and proportional to effort, while others feel it relies too heavily on English writing skills rather than technical content.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Bart is an interesting guy. He comes off a bit abrasive at first but is really very nice and helpful. If you're constantly late or say stupid things, he absolutely WILL call you out on it, as you deserve. 736 is not much work other than reading and a project, but if you can't participate in class, he will ramp things up quickly.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2015-12-07 20:46:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53cc36b36bef989aa4d8118e\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NTc5ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"Tough grader. But a very helpful professor. High expectations for the project and there aren't any tests/ quizzes. Class participation is taken seriously. He makes you work hard for the grades, and the result is definitely in proportion to the amount of effort put in.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:35:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4d894767d9761d3b5097b74f\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMyNzMxNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"}],\"evidence_count\":2,\"review_ids\":[\"53cc36b36bef989aa4d8118e\",\"4d894767d9761d3b5097b74f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is described as not much other than reading and a project, but high expectations for the project make it tough.\"}]}","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_8c24abbdb85b336a3caf8465","course_id":"COMPSCI 736","catalog_version_id":"48a7d6b1e79170c53e2ff5aca9f3bc79899d78ef78c56d4e03e60de4d0f85956","record_version_id":"a2ae07755fcbefffee694a35d627bee069c4e1d0763c43f851a1f23f94bf0fdf","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"93c1c2421ba4b29eddd8d6d103a5717f1cc18a255ff591c1e61b0fd7eca0fc2f","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"42405f3282cb975062e62e9901c777b544a08b176525affc1b49de0f8509e957\",\"course_id\":\"COMPSCI 736\",\"current_instructors\":[{\"instructor_uid\":\"instructor_5e8dbece5ed04a0d182f9b84\",\"message\":\"No course-specific reviews available\",\"name\":\"Sara McAllister\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Barton Miller\",\"review_date\":\"2015-12-07 20:46:42 +0000 UTC\",\"review_id\":\"53cc36b36bef989aa4d8118e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1174681\",\"source_review_id\":\"UmF0aW5nLTI1NTc5ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\",\"type\":\"review\"},{\"instructor_name\":\"Barton Miller\",\"review_date\":\"2019-12-20 19:35:29 +0000 UTC\",\"review_id\":\"4d894767d9761d3b5097b74f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1174681\",\"source_review_id\":\"UmF0aW5nLTMyNzMxNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\",\"type\":\"review\"}],\"text\":\"Historical reviews of Barton Miller: The course requires reading and a single project without tests or quizzes, though Miller enforces high expectations and takes class participation seriously.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"review_date\":\"2004-11-22 13:54:31 +0000 UTC\",\"review_id\":\"b02ca4e32df53d87eec4aff2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131676\",\"source_review_id\":\"UmF0aW5nLTI4MTI5ODg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\",\"type\":\"review\"},{\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"review_date\":\"2006-05-16 17:11:51 +0000 UTC\",\"review_id\":\"7dcacb1a76bf1536d67e2bfb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131676\",\"source_review_id\":\"UmF0aW5nLTExODk3NDYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\",\"type\":\"review\"},{\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"review_date\":\"2010-12-16 03:06:25 +0000 UTC\",\"review_id\":\"4fb4a513e9d269af5e954c49\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131676\",\"source_review_id\":\"UmF0aW5nLTE3OTYwOTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\",\"type\":\"review\"}],\"text\":\"Historical reviews of Remzi Arpaci-Dusseau: Remzi Arpaci-Dusseau is described as an amazing teacher who provides great guidance and mentorship. Reviewers praise his teaching quality, using terms like master and magic to highlight his effectiveness in the classroom.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Barton Miller\",\"review_date\":\"2015-12-07 20:46:42 +0000 UTC\",\"review_id\":\"53cc36b36bef989aa4d8118e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1174681\",\"source_review_id\":\"UmF0aW5nLTI1NTc5ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\",\"type\":\"review\"},{\"instructor_name\":\"Barton Miller\",\"review_date\":\"2019-12-20 19:35:29 +0000 UTC\",\"review_id\":\"4d894767d9761d3b5097b74f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1174681\",\"source_review_id\":\"UmF0aW5nLTMyNzMxNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\",\"type\":\"review\"}],\"text\":\"Historical reviews for Barton Miller describe him as a helpful professor with high expectations and a low workload focused on reading and a project.\"},{\"citations\":[{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.79 GPA, 96.2% A/AB (n=26 letter grades); Fall 2024: 3.86 GPA, 95.7% A/AB (n=46 letter grades); Fall 2025: 3.83 GPA, 100.0% A/AB (n=44 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Barton Miller\",\"review_date\":\"2016-04-13 15:10:33 +0000 UTC\",\"review_id\":\"14c689d29084c3bc955a062a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1174681\",\"source_review_id\":\"UmF0aW5nLTI2Mjg5MjMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\",\"type\":\"review\"},{\"instructor_name\":\"Barton Miller\",\"review_date\":\"2019-12-20 19:12:39 +0000 UTC\",\"review_id\":\"c23500b6869e47c8a7258e29\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1174681\",\"source_review_id\":\"UmF0aW5nLTMyNzMxMjgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\",\"type\":\"review\"},{\"instructor_name\":\"Barton Miller\",\"review_date\":\"2019-12-20 19:52:58 +0000 UTC\",\"review_id\":\"e2d9fd28c166b435afd5f178\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1174681\",\"source_review_id\":\"UmF0aW5nLTMyNzMxNzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\",\"type\":\"review\"}],\"text\":\"Historical reviews of Barton Miller: Other reviewers found Miller rude, grumpy, and overly focused on English writing skills rather than technical content or fair grading.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"BARTON MILLER is recorded teaching in Spring 2010, Fall 2011, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2019, Fall 2021. 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It is unfortunate for those who desire role models in the faculty.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2016-04-13 15:10:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"14c689d29084c3bc955a062a\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI2Mjg5MjMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"THE *WORST* PROF I'VE EVER TAKEN A COURSE UNDER. Never take a course under him in case you're eager to learn and want a fair evaluation. Will grade your reports only based on English. Too grumpy and not at all caring. Has too much ego and speaks utter nonsense about the world and politics.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:12:39 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c23500b6869e47c8a7258e29\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNzMxMjgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"Classes are useless. One is better off reading the papers at home. The projects were not related to operating systems and grading was done only on English in our reports. Grade is NOT proportional to efforts put in. The grade is proportional to how well you can write. Felt like we were in technical report writing. 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If you're constantly late or say stupid things, he absolutely WILL call you out on it, as you deserve. 736 is not much work other than reading and a project, but if you can't participate in class, he will ramp things up quickly.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2015-12-07 20:46:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53cc36b36bef989aa4d8118e\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NTc5ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"Tough grader. But a very helpful professor. High expectations for the project and there aren't any tests/ quizzes. Class participation is taken seriously. 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Take the class with someone else.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:52:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e2d9fd28c166b435afd5f178\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyNzMxNzA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"}],\"evidence_count\":4,\"review_ids\":[\"53cc36b36bef989aa4d8118e\",\"4d894767d9761d3b5097b74f\",\"c23500b6869e47c8a7258e29\",\"e2d9fd28c166b435afd5f178\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Grading is controversial; some find it fair and proportional to effort, while others feel it relies too heavily on English writing skills rather than technical content.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Bart is an interesting guy. He comes off a bit abrasive at first but is really very nice and helpful. If you're constantly late or say stupid things, he absolutely WILL call you out on it, as you deserve. 736 is not much work other than reading and a project, but if you can't participate in class, he will ramp things up quickly.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2015-12-07 20:46:42 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"53cc36b36bef989aa4d8118e\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI1NTc5ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"},{\"comment\":\"Tough grader. But a very helpful professor. High expectations for the project and there aren't any tests/ quizzes. Class participation is taken seriously. He makes you work hard for the grades, and the result is definitely in proportion to the amount of effort put in.\",\"course_id\":\"COMPSCI 736\",\"date\":\"2019-12-20 19:35:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4d894767d9761d3b5097b74f\",\"instructor_id\":\"rmp:1174681\",\"instructor_name\":\"Barton Miller\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMyNzMxNTM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1174681\"}],\"evidence_count\":2,\"review_ids\":[\"53cc36b36bef989aa4d8118e\",\"4d894767d9761d3b5097b74f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1174681\",\"name\":\"Barton Miller\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is described as not much other than reading and a project, but high expectations for the project make it tough.\"}]}","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_8c24abbdb85b336a3caf8465","course_id":"COMPSCI 736","catalog_version_id":"48a7d6b1e79170c53e2ff5aca9f3bc79899d78ef78c56d4e03e60de4d0f85956","record_version_id":"a2ae07755fcbefffee694a35d627bee069c4e1d0763c43f851a1f23f94bf0fdf","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"b148aaeaf633ef24271738a744a28d0c5f6532282cafb59e787a4e9a8b92de04","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"42405f3282cb975062e62e9901c777b544a08b176525affc1b49de0f8509e957\",\"course_id\":\"COMPSCI 736\",\"current_instructors\":[{\"instructor_uid\":\"instructor_5e8dbece5ed04a0d182f9b84\",\"message\":\"No course-specific reviews available\",\"name\":\"Sara McAllister\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"review_date\":\"2004-11-22 13:54:31 +0000 UTC\",\"review_id\":\"b02ca4e32df53d87eec4aff2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131676\",\"source_review_id\":\"UmF0aW5nLTI4MTI5ODg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\",\"type\":\"review\"},{\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"review_date\":\"2006-05-16 17:11:51 +0000 UTC\",\"review_id\":\"7dcacb1a76bf1536d67e2bfb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131676\",\"source_review_id\":\"UmF0aW5nLTExODk3NDYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\",\"type\":\"review\"},{\"instructor_name\":\"Remzi Arpaci-Dusseau\",\"review_date\":\"2010-12-16 03:06:25 +0000 UTC\",\"review_id\":\"4fb4a513e9d269af5e954c49\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:131676\",\"source_review_id\":\"UmF0aW5nLTE3OTYwOTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/131676\",\"type\":\"review\"}],\"text\":\"Historical reviews of Remzi Arpaci-Dusseau: Remzi Arpaci-Dusseau is described as an amazing teacher who provides great guidance and mentorship. Reviewers praise his teaching quality, using terms like master and magic to highlight his effectiveness in the classroom.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.79 GPA, 96.2% A/AB (n=26 letter grades); Fall 2024: 3.86 GPA, 95.7% A/AB (n=46 letter grades); Fall 2025: 3.83 GPA, 100.0% A/AB (n=44 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"}],\"text\":\"BARTON MILLER is recorded teaching in Spring 2010, Fall 2011, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2019, Fall 2021. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 736\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"source_record\":{\"entity_id\":\"c7bba36e-e97e-367f-b4ef-1dbb225190b2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"REMZI ARPACI-DUSSEAU is recorded teaching in Fall 2007, Spring 2008, Fall 2010, Spring 2014. 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":"[{\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]