[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"27d7ef0e43ce15b6ce953f34a0d7d5f54f688018ac556b209197ac03dfc0b476","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A or declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"course\":null,\"evidence\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Quantitative Reasoning (QR) A is an unlinked course/requirement mention; identity unclear.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"27d7ef0e43ce15b6ce953f34a0d7d5f54f688018ac556b209197ac03dfc0b476","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Intended for students who have no prior programming experience.\"}],\"text\":\"No prior programming experience required.\"}],\"search_phrases\":[\"introductory programming\",\"computer science fundamentals\",\"programming for beginners\",\"small program development\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs\"}],\"text\":\"Incremental program development.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"the edit-compile-run cycle\"}],\"text\":\"Edit-compile-run cycle.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Using primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"basic testing and debugging techniques\"}],\"text\":\"Basic testing and debugging.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"title\",\"quote\":\"PROGRAMMING I\"},{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs along with the fundamental Computer Science topics.\"}],\"text\":\"COMPSCI 200 teaches incremental development of small programs and fundamental CS topics like flow control, functions, and debugging for beginners.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"good programming practices including the use of a consistent style, and meaningful documentation\"}],\"text\":\"Good programming practices and documentation.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"27d7ef0e43ce15b6ce953f34a0d7d5f54f688018ac556b209197ac03dfc0b476","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"54368132bb5d0945a8f5fabb598516fa9e31e6798d2ec534cb062ad6d6fa47b4","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A or declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Quantitative Reasoning (QR) A is an unlinked course/requirement mention; identity unclear.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n0 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n1, n2; connect all conditions and exclusions to the root.","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"54368132bb5d0945a8f5fabb598516fa9e31e6798d2ec534cb062ad6d6fa47b4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Intended for students who have no prior programming experience.\"}],\"text\":\"No prior programming experience required.\"}],\"search_phrases\":[\"introductory programming\",\"computer science fundamentals\",\"programming for beginners\",\"small program development\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs\"}],\"text\":\"Incremental program development.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"the edit-compile-run cycle\"}],\"text\":\"Edit-compile-run cycle.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Using primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"basic testing and debugging techniques\"}],\"text\":\"Basic testing and debugging.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"title\",\"quote\":\"PROGRAMMING I\"},{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs along with the fundamental Computer Science topics.\"}],\"text\":\"COMPSCI 200 teaches incremental development of small programs and fundamental CS topics like flow control, functions, and debugging for beginners.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"good programming practices including the use of a consistent style, and meaningful documentation\"}],\"text\":\"Good programming practices and documentation.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"54368132bb5d0945a8f5fabb598516fa9e31e6798d2ec534cb062ad6d6fa47b4","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"68e0ae3e980a5856e23b5b0eba68396a2ebc73cd04cd1d0acfaf4a481ebdcc59","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A or declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"course\":null,\"evidence\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Quantitative Reasoning (QR) A is an unlinked course/requirement mention; identity unclear.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"68e0ae3e980a5856e23b5b0eba68396a2ebc73cd04cd1d0acfaf4a481ebdcc59","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Intended for students who have no prior programming experience.\"}],\"text\":\"No prior programming experience required.\"}],\"search_phrases\":[\"introductory programming\",\"computer science fundamentals\",\"programming for beginners\",\"small program development\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs\"}],\"text\":\"Incremental program development.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"the edit-compile-run cycle\"}],\"text\":\"Edit-compile-run cycle.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Using primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"basic testing and debugging techniques\"}],\"text\":\"Basic testing and debugging.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"title\",\"quote\":\"PROGRAMMING I\"},{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs along with the fundamental Computer Science topics.\"}],\"text\":\"COMPSCI 200 teaches incremental development of small programs and fundamental CS topics like flow control, functions, and debugging for beginners.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"good programming practices including the use of a consistent style, and meaningful documentation\"}],\"text\":\"Good programming practices and documentation.\"}]}","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_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"68e0ae3e980a5856e23b5b0eba68396a2ebc73cd04cd1d0acfaf4a481ebdcc59","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Expect to teach yourself everything, read a lot and do hw for 15+ hours a week just for this class.\\nThis class put me in therapy.  \",\"course_id\":\"COMPSCI 200\",\"date\":\"2024-03-08 01:08:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"904cfcd474e46d4597e801e9\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDM0MTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"Focus on the tiny details/rules given in lectures and team labs and tests are doable. Big programs are a ton of work so don't procrastinate. Lectures are relatively dry but it's important to pay close attention\",\"course_id\":\"COMPSCI 200\",\"date\":\"2017-12-21 03:49:19 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"40945ea36c0f62738ffa4448\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MzAyMjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"Marc clearly knows his stuff when it comes to CS, but does not help you acquire anywhere near the necessary skills needed to complete the coursework. We went from programming simple 50 line programs every week to suddenly coding a 1000 line monster program that was very difficult to make sense of. DO NOT take this class unless you are a CS major.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2018-11-15 01:14:22 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c95635bd5b0ec8a86445c00c\",\"instructor_id\":\"rmp:2316450\",\"instructor_name\":\"Marc Renault\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNzMxMDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2316450\"}],\"evidence_count\":3,\"review_ids\":[\"904cfcd474e46d4597e801e9\",\"40945ea36c0f62738ffa4448\",\"c95635bd5b0ec8a86445c00c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2195385\",\"name\":\"Jim Williams\"},{\"id\":\"rmp:2316450\",\"name\":\"Marc Renault\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Students report a heavy workload, with some estimating 15+ hours per week and describing large projects as 'monsters' or 'ton of work'.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I love this Jim! He taught me how to think as a programmer: be logical, divide large program into doable parts, problem solving ability, etc. Didn't have any experience with programming before I take his course, but doing okay here. He responds to Qs on piazza really fast, helps u understand the problem instead of directly telling you the answer.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2017-10-29 12:07:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"fced23c0e3f008d69bce6060\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4Nzk4MTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"Professor Renault is very well-versed and intelligent in Computer Science. His lectures were very clear and understandable. Exams and outside programs were pretty tough compared to the review guides, but his teaching style and demeanor were superb.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2018-01-31 14:42:01 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff09fb22c258b04a7f25b1cb\",\"instructor_id\":\"rmp:2316450\",\"instructor_name\":\"Marc Renault\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5NTIzMzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2316450\"},{\"comment\":\"I found lecture to be very useless and stopped attending. The module quizzes Jim has in canvas are incredibly dry and unclear.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2021-12-24 19:15:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c4d7059ad8a34054fe8f588e\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM1NjQ5OTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"Poorly designed course, heavily reliant on online textbook (in fact, that's the only way you learn in the course). Lectures are mostly, if not, completely useless. Obnoxious, multiple-choice quizzes tested weekly on Fridays. All quizzes and exams are tested through Honorlock at inconvenient times. \",\"course_id\":\"COMPSCI 200\",\"date\":\"2025-12-15 22:32:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bf1efe3266b5204fd5b06ee1\",\"instructor_id\":\"rmp:1780137\",\"instructor_name\":\"Andrew Kuemmel\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjY4NDgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\"}],\"evidence_count\":4,\"review_ids\":[\"fced23c0e3f008d69bce6060\",\"ff09fb22c258b04a7f25b1cb\",\"c4d7059ad8a34054fe8f588e\",\"bf1efe3266b5204fd5b06ee1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1780137\",\"name\":\"Andrew Kuemmel\"},{\"id\":\"rmp:2195385\",\"name\":\"Jim Williams\"},{\"id\":\"rmp:2316450\",\"name\":\"Marc Renault\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some praise clear explanations and humor, while others find lectures dry, useless, or unclear.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Jim teaches us how to print Hello World in class and expects us to write an entire 1000 line sokoban program without giving us the required knowledge for it. The zybooks lab excercises are time consuming . He solves the easiest examples in class and the lab exercises are very hard. DO NOT TAKE THIS CLASS IF YOU'RE NOT SERIOUS ABOUT PROGRAMMING\",\"course_id\":\"COMPSCI 200\",\"date\":\"2018-10-19 17:41:55 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"80d2ee588320dfe22300da7d\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNTg4NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"The class structure for CS200 is horrendous. It relies fully on the online textbook, and lectures are only there to give you \\\"an idea\\\" of what's to come. Labs are useless, especially if your partner is behind. It feels like busy work rather than learning. There are quizzes every Friday (even when you have  midterms, which are on Sundays lol)\",\"course_id\":\"COMPSCI 200\",\"date\":\"2025-12-09 21:21:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c47a953dd74838ab86dbb42c\",\"instructor_id\":\"rmp:1780137\",\"instructor_name\":\"Andrew Kuemmel\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMTI4MzA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\"},{\"comment\":\"Poorly designed course, heavily reliant on online textbook (in fact, that's the only way you learn in the course). Lectures are mostly, if not, completely useless. Obnoxious, multiple-choice quizzes tested weekly on Fridays. All quizzes and exams are tested through Honorlock at inconvenient times. \",\"course_id\":\"COMPSCI 200\",\"date\":\"2025-12-15 22:32:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bf1efe3266b5204fd5b06ee1\",\"instructor_id\":\"rmp:1780137\",\"instructor_name\":\"Andrew Kuemmel\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjY4NDgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\"}],\"evidence_count\":3,\"review_ids\":[\"80d2ee588320dfe22300da7d\",\"c47a953dd74838ab86dbb42c\",\"bf1efe3266b5204fd5b06ee1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1780137\",\"name\":\"Andrew Kuemmel\"},{\"id\":\"rmp:2195385\",\"name\":\"Jim Williams\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"summary\":\"Students frequently complain about difficult exams, time-consuming zybooks, and weekly quizzes that feel like busy work.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Honestly Marc was an amazing professor. He really seemed to care about his students and wanted to make his lectures engaging. It was really beneficial to attend his virtual lectures plus the ones on canvas. One thing to be aware of about the class is it very programming project based and the TA's get overwhelmed easily. So start the programs early.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2020-12-11 22:14:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ae0d4ea5a9a7f5592fda747a\",\"instructor_id\":\"rmp:2316450\",\"instructor_name\":\"Marc Renault\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDM3NTQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2316450\"},{\"comment\":\"This class is supposed to prepare you for CS300 and I think it did that pretty well. Jim is a very average professor whose class mostly consisted of completing online material such as Canvas quizzes and textbook problems. Lots of busy work for those with good programming skills coming in, but overall gives you a very good CS foundation.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2023-03-28 15:28:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"779ac65cf0e26881609fa8ed\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3NTQ5MzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"The class structure for CS200 is horrendous. It relies fully on the online textbook, and lectures are only there to give you \\\"an idea\\\" of what's to come. Labs are useless, especially if your partner is behind. It feels like busy work rather than learning. There are quizzes every Friday (even when you have  midterms, which are on Sundays lol)\",\"course_id\":\"COMPSCI 200\",\"date\":\"2025-12-09 21:21:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c47a953dd74838ab86dbb42c\",\"instructor_id\":\"rmp:1780137\",\"instructor_name\":\"Andrew Kuemmel\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMTI4MzA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\"}],\"evidence_count\":3,\"review_ids\":[\"ae0d4ea5a9a7f5592fda747a\",\"779ac65cf0e26881609fa8ed\",\"c47a953dd74838ab86dbb42c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1780137\",\"name\":\"Andrew Kuemmel\"},{\"id\":\"rmp:2195385\",\"name\":\"Jim Williams\"},{\"id\":\"rmp:2316450\",\"name\":\"Marc Renault\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"Some find the structure helpful for beginners, while others feel the course relies too heavily on self-study and online materials.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-789789da373eecc1ff75f626","output_id":"a6821518df758848abe4a72bba7836f211efa34b16bb66d885ad169fff6d4d78","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A or declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Quantitative Reasoning (QR) A is an unlinked course/requirement mention; identity unclear.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Non-course conditions must preserve verbatim source text","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-789789da373eecc1ff75f626","output_id":"a6821518df758848abe4a72bba7836f211efa34b16bb66d885ad169fff6d4d78","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Intended for students who have no prior programming experience.\"}],\"text\":\"No prior programming experience required.\"}],\"search_phrases\":[\"introductory programming\",\"computer science fundamentals\",\"programming for beginners\",\"small program development\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs\"}],\"text\":\"Incremental program development.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"the edit-compile-run cycle\"}],\"text\":\"Edit-compile-run cycle.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Using primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"basic testing and debugging techniques\"}],\"text\":\"Basic testing and debugging.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"title\",\"quote\":\"PROGRAMMING I\"},{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs along with the fundamental Computer Science topics.\"}],\"text\":\"COMPSCI 200 teaches incremental development of small programs and fundamental CS topics like flow control, functions, and debugging for beginners.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"good programming practices including the use of a consistent style, and meaningful documentation\"}],\"text\":\"Good programming practices and documentation.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-789789da373eecc1ff75f626","output_id":"a6821518df758848abe4a72bba7836f211efa34b16bb66d885ad169fff6d4d78","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ffb2bbe4ad4b73cfd021f963502b961b6256d46163d9aefabb8b95ad8585114a","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A or declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"course\":null,\"evidence\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Quantitative Reasoning (QR) A is an unlinked course/requirement mention; identity unclear.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ffb2bbe4ad4b73cfd021f963502b961b6256d46163d9aefabb8b95ad8585114a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Intended for students who have no prior programming experience.\"}],\"text\":\"No prior programming experience required.\"}],\"search_phrases\":[\"introductory programming\",\"computer science fundamentals\",\"programming for beginners\",\"small program development\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs\"}],\"text\":\"Incremental program development.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"the edit-compile-run cycle\"}],\"text\":\"Edit-compile-run cycle.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Using primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"basic testing and debugging techniques\"}],\"text\":\"Basic testing and debugging.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"title\",\"quote\":\"PROGRAMMING I\"},{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs along with the fundamental Computer Science topics.\"}],\"text\":\"COMPSCI 200 teaches incremental development of small programs and fundamental CS topics like flow control, functions, and debugging for beginners.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"good programming practices including the use of a consistent style, and meaningful documentation\"}],\"text\":\"Good programming practices and documentation.\"}]}","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_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ffb2bbe4ad4b73cfd021f963502b961b6256d46163d9aefabb8b95ad8585114a","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Expect to teach yourself everything, read a lot and do hw for 15+ hours a week just for this class.\\nThis class put me in therapy.  \",\"course_id\":\"COMPSCI 200\",\"date\":\"2024-03-08 01:08:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"904cfcd474e46d4597e801e9\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDM0MTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"Focus on the tiny details/rules given in lectures and team labs and tests are doable. Big programs are a ton of work so don't procrastinate. Lectures are relatively dry but it's important to pay close attention\",\"course_id\":\"COMPSCI 200\",\"date\":\"2017-12-21 03:49:19 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"40945ea36c0f62738ffa4448\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MzAyMjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"Marc clearly knows his stuff when it comes to CS, but does not help you acquire anywhere near the necessary skills needed to complete the coursework. We went from programming simple 50 line programs every week to suddenly coding a 1000 line monster program that was very difficult to make sense of. DO NOT take this class unless you are a CS major.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2018-11-15 01:14:22 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c95635bd5b0ec8a86445c00c\",\"instructor_id\":\"rmp:2316450\",\"instructor_name\":\"Marc Renault\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNzMxMDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2316450\"}],\"evidence_count\":3,\"review_ids\":[\"904cfcd474e46d4597e801e9\",\"40945ea36c0f62738ffa4448\",\"c95635bd5b0ec8a86445c00c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2195385\",\"name\":\"Jim Williams\"},{\"id\":\"rmp:2316450\",\"name\":\"Marc Renault\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Students report a heavy workload, with some estimating 15+ hours per week and describing large projects as 'monsters' or 'ton of work'.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I love this Jim! He taught me how to think as a programmer: be logical, divide large program into doable parts, problem solving ability, etc. Didn't have any experience with programming before I take his course, but doing okay here. He responds to Qs on piazza really fast, helps u understand the problem instead of directly telling you the answer.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2017-10-29 12:07:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"fced23c0e3f008d69bce6060\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4Nzk4MTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"Professor Renault is very well-versed and intelligent in Computer Science. His lectures were very clear and understandable. Exams and outside programs were pretty tough compared to the review guides, but his teaching style and demeanor were superb.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2018-01-31 14:42:01 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff09fb22c258b04a7f25b1cb\",\"instructor_id\":\"rmp:2316450\",\"instructor_name\":\"Marc Renault\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5NTIzMzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2316450\"},{\"comment\":\"I found lecture to be very useless and stopped attending. The module quizzes Jim has in canvas are incredibly dry and unclear.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2021-12-24 19:15:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c4d7059ad8a34054fe8f588e\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM1NjQ5OTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"Poorly designed course, heavily reliant on online textbook (in fact, that's the only way you learn in the course). Lectures are mostly, if not, completely useless. Obnoxious, multiple-choice quizzes tested weekly on Fridays. All quizzes and exams are tested through Honorlock at inconvenient times. \",\"course_id\":\"COMPSCI 200\",\"date\":\"2025-12-15 22:32:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bf1efe3266b5204fd5b06ee1\",\"instructor_id\":\"rmp:1780137\",\"instructor_name\":\"Andrew Kuemmel\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjY4NDgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\"}],\"evidence_count\":4,\"review_ids\":[\"fced23c0e3f008d69bce6060\",\"ff09fb22c258b04a7f25b1cb\",\"c4d7059ad8a34054fe8f588e\",\"bf1efe3266b5204fd5b06ee1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1780137\",\"name\":\"Andrew Kuemmel\"},{\"id\":\"rmp:2195385\",\"name\":\"Jim Williams\"},{\"id\":\"rmp:2316450\",\"name\":\"Marc Renault\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some praise clear explanations and humor, while others find lectures dry, useless, or unclear.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Jim teaches us how to print Hello World in class and expects us to write an entire 1000 line sokoban program without giving us the required knowledge for it. The zybooks lab excercises are time consuming . He solves the easiest examples in class and the lab exercises are very hard. DO NOT TAKE THIS CLASS IF YOU'RE NOT SERIOUS ABOUT PROGRAMMING\",\"course_id\":\"COMPSCI 200\",\"date\":\"2018-10-19 17:41:55 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"80d2ee588320dfe22300da7d\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNTg4NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"The class structure for CS200 is horrendous. It relies fully on the online textbook, and lectures are only there to give you \\\"an idea\\\" of what's to come. Labs are useless, especially if your partner is behind. It feels like busy work rather than learning. There are quizzes every Friday (even when you have  midterms, which are on Sundays lol)\",\"course_id\":\"COMPSCI 200\",\"date\":\"2025-12-09 21:21:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c47a953dd74838ab86dbb42c\",\"instructor_id\":\"rmp:1780137\",\"instructor_name\":\"Andrew Kuemmel\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMTI4MzA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\"},{\"comment\":\"Poorly designed course, heavily reliant on online textbook (in fact, that's the only way you learn in the course). Lectures are mostly, if not, completely useless. Obnoxious, multiple-choice quizzes tested weekly on Fridays. All quizzes and exams are tested through Honorlock at inconvenient times. \",\"course_id\":\"COMPSCI 200\",\"date\":\"2025-12-15 22:32:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bf1efe3266b5204fd5b06ee1\",\"instructor_id\":\"rmp:1780137\",\"instructor_name\":\"Andrew Kuemmel\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjY4NDgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\"}],\"evidence_count\":3,\"review_ids\":[\"80d2ee588320dfe22300da7d\",\"c47a953dd74838ab86dbb42c\",\"bf1efe3266b5204fd5b06ee1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1780137\",\"name\":\"Andrew Kuemmel\"},{\"id\":\"rmp:2195385\",\"name\":\"Jim Williams\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"summary\":\"Students frequently complain about difficult exams, time-consuming zybooks, and weekly quizzes that feel like busy work.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Honestly Marc was an amazing professor. He really seemed to care about his students and wanted to make his lectures engaging. It was really beneficial to attend his virtual lectures plus the ones on canvas. One thing to be aware of about the class is it very programming project based and the TA's get overwhelmed easily. So start the programs early.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2020-12-11 22:14:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ae0d4ea5a9a7f5592fda747a\",\"instructor_id\":\"rmp:2316450\",\"instructor_name\":\"Marc Renault\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDM3NTQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2316450\"},{\"comment\":\"This class is supposed to prepare you for CS300 and I think it did that pretty well. Jim is a very average professor whose class mostly consisted of completing online material such as Canvas quizzes and textbook problems. Lots of busy work for those with good programming skills coming in, but overall gives you a very good CS foundation.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2023-03-28 15:28:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"779ac65cf0e26881609fa8ed\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3NTQ5MzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"The class structure for CS200 is horrendous. It relies fully on the online textbook, and lectures are only there to give you \\\"an idea\\\" of what's to come. Labs are useless, especially if your partner is behind. It feels like busy work rather than learning. There are quizzes every Friday (even when you have  midterms, which are on Sundays lol)\",\"course_id\":\"COMPSCI 200\",\"date\":\"2025-12-09 21:21:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c47a953dd74838ab86dbb42c\",\"instructor_id\":\"rmp:1780137\",\"instructor_name\":\"Andrew Kuemmel\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMTI4MzA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\"}],\"evidence_count\":3,\"review_ids\":[\"ae0d4ea5a9a7f5592fda747a\",\"779ac65cf0e26881609fa8ed\",\"c47a953dd74838ab86dbb42c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1780137\",\"name\":\"Andrew Kuemmel\"},{\"id\":\"rmp:2195385\",\"name\":\"Jim Williams\"},{\"id\":\"rmp:2316450\",\"name\":\"Marc Renault\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"Some find the structure helpful for beginners, while others feel the course relies too heavily on self-study and online materials.\"}]}","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_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ffb2bbe4ad4b73cfd021f963502b961b6256d46163d9aefabb8b95ad8585114a","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"a35b3262d46e9f6ce277458f7cf6749f1df90a986359356236d5bb57a820823c\",\"course_id\":\"COMPSCI 200\",\"current_instructors\":[{\"instructor_uid\":\"instructor_84e32ce6cb2c21e7efa7f91d\",\"message\":\"Summary generation failed\",\"name\":\"Andrew Kuemmel\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:1780137\",\"summary\":[{\"citations\":[{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.54 GPA, 71.4% A/AB (n=175 letter grades); Fall 2025: 3.52 GPA, 75.0% A/AB (n=492 letter grades); Spring 2026: 3.47 GPA, 64.0% A/AB (n=136 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_0aafaed70d9789f2203d5ed8\",\"message\":\"No course-specific reviews available\",\"name\":\"Kathryn Jensen\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2526278\",\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_84e32ce6cb2c21e7efa7f91d\",\"mode\":\"professor\"},{\"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 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.54 GPA, 73.7% A/AB (n=255 letter grades); Fall 2025: 3.52 GPA, 75.0% A/AB (n=492 letter grades); Spring 2026: 3.47 GPA, 64.0% A/AB (n=136 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ANDREW KUEMMEL is recorded teaching in Fall 2024, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"MARC RENAULT is recorded teaching in Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Fall 2020. 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\": \"professor\", \"instructor_uid\": \"instructor_84e32ce6cb2c21e7efa7f91d\", \"error\": \"ModelAPIError: Connection 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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"320eca127fe0c6fb6749ac2c781d4553537bc00868f39af80cc078c9d53df989","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A or declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Quantitative Reasoning (QR) A is an unlinked course/requirement mention; identity unclear.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Non-course conditions must preserve verbatim source text","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"320eca127fe0c6fb6749ac2c781d4553537bc00868f39af80cc078c9d53df989","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Intended for students who have no prior programming experience.\"}],\"text\":\"No prior programming experience required.\"}],\"search_phrases\":[\"introductory programming\",\"computer science fundamentals\",\"programming for beginners\",\"small program development\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs\"}],\"text\":\"Incremental program development.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"the edit-compile-run cycle\"}],\"text\":\"Edit-compile-run cycle.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Using primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"basic testing and debugging techniques\"}],\"text\":\"Basic testing and debugging.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"title\",\"quote\":\"PROGRAMMING I\"},{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs along with the fundamental Computer Science topics.\"}],\"text\":\"COMPSCI 200 teaches incremental development of small programs and fundamental CS topics like flow control, functions, and debugging for beginners.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"good programming practices including the use of a consistent style, and meaningful documentation\"}],\"text\":\"Good programming practices and documentation.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"320eca127fe0c6fb6749ac2c781d4553537bc00868f39af80cc078c9d53df989","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"162195f7771103551aa210284e6e036c31056833d2c27ab2bbc88ac4ac74cd20","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A or declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"course\":null,\"evidence\":\"declared in the Capstone Certificate in Computer Sciences for Professionals\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Quantitative Reasoning (QR) A is an unlinked course/requirement mention; identity unclear.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"162195f7771103551aa210284e6e036c31056833d2c27ab2bbc88ac4ac74cd20","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Intended for students who have no prior programming experience.\"}],\"text\":\"No prior programming experience required.\"}],\"search_phrases\":[\"introductory programming\",\"computer science fundamentals\",\"programming for beginners\",\"small program development\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs\"}],\"text\":\"Incremental program development.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"the edit-compile-run cycle\"}],\"text\":\"Edit-compile-run cycle.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Using primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"basic testing and debugging techniques\"}],\"text\":\"Basic testing and debugging.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"title\",\"quote\":\"PROGRAMMING I\"},{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"Learn the process of incrementally developing small (200-500 lines) programs along with the fundamental Computer Science topics.\"}],\"text\":\"COMPSCI 200 teaches incremental development of small programs and fundamental CS topics like flow control, functions, and debugging for beginners.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"problem abstraction and decomposition\"}],\"text\":\"Problem abstraction and decomposition.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"using variables of primitive and more complex data types\"}],\"text\":\"Primitive and complex data types.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"conditional and loop-based flow control\"}],\"text\":\"Conditional and loop-based flow control.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"how to define and call functions (methods)\"}],\"text\":\"Defining and calling functions.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"IO processing techniques\"}],\"text\":\"IO processing techniques.\"},{\"evidence\":[{\"course_id\":\"COMPSCI 200\",\"field\":\"description\",\"quote\":\"good programming practices including the use of a consistent style, and meaningful documentation\"}],\"text\":\"Good programming practices and documentation.\"}]}","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_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"162195f7771103551aa210284e6e036c31056833d2c27ab2bbc88ac4ac74cd20","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Expect to teach yourself everything, read a lot and do hw for 15+ hours a week just for this class.\\nThis class put me in therapy.  \",\"course_id\":\"COMPSCI 200\",\"date\":\"2024-03-08 01:08:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"904cfcd474e46d4597e801e9\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDM0MTU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"Focus on the tiny details/rules given in lectures and team labs and tests are doable. Big programs are a ton of work so don't procrastinate. Lectures are relatively dry but it's important to pay close attention\",\"course_id\":\"COMPSCI 200\",\"date\":\"2017-12-21 03:49:19 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"40945ea36c0f62738ffa4448\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MzAyMjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"Marc clearly knows his stuff when it comes to CS, but does not help you acquire anywhere near the necessary skills needed to complete the coursework. We went from programming simple 50 line programs every week to suddenly coding a 1000 line monster program that was very difficult to make sense of. DO NOT take this class unless you are a CS major.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2018-11-15 01:14:22 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c95635bd5b0ec8a86445c00c\",\"instructor_id\":\"rmp:2316450\",\"instructor_name\":\"Marc Renault\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNzMxMDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2316450\"}],\"evidence_count\":3,\"review_ids\":[\"904cfcd474e46d4597e801e9\",\"40945ea36c0f62738ffa4448\",\"c95635bd5b0ec8a86445c00c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2195385\",\"name\":\"Jim Williams\"},{\"id\":\"rmp:2316450\",\"name\":\"Marc Renault\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2017\"},\"sentiment\":\"negative\",\"summary\":\"Students report a heavy workload, with some estimating 15+ hours per week and describing large projects as 'monsters' or 'ton of work'.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I love this Jim! He taught me how to think as a programmer: be logical, divide large program into doable parts, problem solving ability, etc. Didn't have any experience with programming before I take his course, but doing okay here. He responds to Qs on piazza really fast, helps u understand the problem instead of directly telling you the answer.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2017-10-29 12:07:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"fced23c0e3f008d69bce6060\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4Nzk4MTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"Professor Renault is very well-versed and intelligent in Computer Science. His lectures were very clear and understandable. Exams and outside programs were pretty tough compared to the review guides, but his teaching style and demeanor were superb.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2018-01-31 14:42:01 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ff09fb22c258b04a7f25b1cb\",\"instructor_id\":\"rmp:2316450\",\"instructor_name\":\"Marc Renault\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5NTIzMzI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2316450\"},{\"comment\":\"I found lecture to be very useless and stopped attending. The module quizzes Jim has in canvas are incredibly dry and unclear.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2021-12-24 19:15:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c4d7059ad8a34054fe8f588e\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM1NjQ5OTgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"Poorly designed course, heavily reliant on online textbook (in fact, that's the only way you learn in the course). Lectures are mostly, if not, completely useless. Obnoxious, multiple-choice quizzes tested weekly on Fridays. All quizzes and exams are tested through Honorlock at inconvenient times. \",\"course_id\":\"COMPSCI 200\",\"date\":\"2025-12-15 22:32:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bf1efe3266b5204fd5b06ee1\",\"instructor_id\":\"rmp:1780137\",\"instructor_name\":\"Andrew Kuemmel\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjY4NDgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\"}],\"evidence_count\":4,\"review_ids\":[\"fced23c0e3f008d69bce6060\",\"ff09fb22c258b04a7f25b1cb\",\"c4d7059ad8a34054fe8f588e\",\"bf1efe3266b5204fd5b06ee1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1780137\",\"name\":\"Andrew Kuemmel\"},{\"id\":\"rmp:2195385\",\"name\":\"Jim Williams\"},{\"id\":\"rmp:2316450\",\"name\":\"Marc Renault\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews are polarized; some praise clear explanations and humor, while others find lectures dry, useless, or unclear.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Jim teaches us how to print Hello World in class and expects us to write an entire 1000 line sokoban program without giving us the required knowledge for it. The zybooks lab excercises are time consuming . He solves the easiest examples in class and the lab exercises are very hard. DO NOT TAKE THIS CLASS IF YOU'RE NOT SERIOUS ABOUT PROGRAMMING\",\"course_id\":\"COMPSCI 200\",\"date\":\"2018-10-19 17:41:55 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"80d2ee588320dfe22300da7d\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNTg4NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"The class structure for CS200 is horrendous. It relies fully on the online textbook, and lectures are only there to give you \\\"an idea\\\" of what's to come. Labs are useless, especially if your partner is behind. It feels like busy work rather than learning. There are quizzes every Friday (even when you have  midterms, which are on Sundays lol)\",\"course_id\":\"COMPSCI 200\",\"date\":\"2025-12-09 21:21:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c47a953dd74838ab86dbb42c\",\"instructor_id\":\"rmp:1780137\",\"instructor_name\":\"Andrew Kuemmel\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMTI4MzA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\"},{\"comment\":\"Poorly designed course, heavily reliant on online textbook (in fact, that's the only way you learn in the course). Lectures are mostly, if not, completely useless. Obnoxious, multiple-choice quizzes tested weekly on Fridays. All quizzes and exams are tested through Honorlock at inconvenient times. \",\"course_id\":\"COMPSCI 200\",\"date\":\"2025-12-15 22:32:26 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bf1efe3266b5204fd5b06ee1\",\"instructor_id\":\"rmp:1780137\",\"instructor_name\":\"Andrew Kuemmel\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMjY4NDgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\"}],\"evidence_count\":3,\"review_ids\":[\"80d2ee588320dfe22300da7d\",\"c47a953dd74838ab86dbb42c\",\"bf1efe3266b5204fd5b06ee1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1780137\",\"name\":\"Andrew Kuemmel\"},{\"id\":\"rmp:2195385\",\"name\":\"Jim Williams\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"summary\":\"Students frequently complain about difficult exams, time-consuming zybooks, and weekly quizzes that feel like busy work.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Honestly Marc was an amazing professor. He really seemed to care about his students and wanted to make his lectures engaging. It was really beneficial to attend his virtual lectures plus the ones on canvas. One thing to be aware of about the class is it very programming project based and the TA's get overwhelmed easily. So start the programs early.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2020-12-11 22:14:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"ae0d4ea5a9a7f5592fda747a\",\"instructor_id\":\"rmp:2316450\",\"instructor_name\":\"Marc Renault\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDM3NTQ1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2316450\"},{\"comment\":\"This class is supposed to prepare you for CS300 and I think it did that pretty well. Jim is a very average professor whose class mostly consisted of completing online material such as Canvas quizzes and textbook problems. Lots of busy work for those with good programming skills coming in, but overall gives you a very good CS foundation.\",\"course_id\":\"COMPSCI 200\",\"date\":\"2023-03-28 15:28:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"779ac65cf0e26881609fa8ed\",\"instructor_id\":\"rmp:2195385\",\"instructor_name\":\"Jim Williams\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3NTQ5MzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\"},{\"comment\":\"The class structure for CS200 is horrendous. It relies fully on the online textbook, and lectures are only there to give you \\\"an idea\\\" of what's to come. Labs are useless, especially if your partner is behind. It feels like busy work rather than learning. There are quizzes every Friday (even when you have  midterms, which are on Sundays lol)\",\"course_id\":\"COMPSCI 200\",\"date\":\"2025-12-09 21:21:35 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"c47a953dd74838ab86dbb42c\",\"instructor_id\":\"rmp:1780137\",\"instructor_name\":\"Andrew Kuemmel\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMTI4MzA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\"}],\"evidence_count\":3,\"review_ids\":[\"ae0d4ea5a9a7f5592fda747a\",\"779ac65cf0e26881609fa8ed\",\"c47a953dd74838ab86dbb42c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1780137\",\"name\":\"Andrew Kuemmel\"},{\"id\":\"rmp:2195385\",\"name\":\"Jim Williams\"},{\"id\":\"rmp:2316450\",\"name\":\"Marc Renault\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"Some find the structure helpful for beginners, while others feel the course relies too heavily on self-study and online materials.\"}]}","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_9b1d5f832c492d1c4a3ce19c","course_id":"COMPSCI 200","catalog_version_id":"65f6a58b7641a15df922c459c06a319ef2a314c6addaa0c7d1ad195bfb5f0b1b","record_version_id":"57aa94f56968ae1ff2831676b3c812b6cbf0024519bad0dc4a3f2e9b479e8b10","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"162195f7771103551aa210284e6e036c31056833d2c27ab2bbc88ac4ac74cd20","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"a35b3262d46e9f6ce277458f7cf6749f1df90a986359356236d5bb57a820823c\",\"course_id\":\"COMPSCI 200\",\"current_instructors\":[{\"instructor_uid\":\"instructor_84e32ce6cb2c21e7efa7f91d\",\"message\":null,\"name\":\"Andrew Kuemmel\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:1780137\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2024-12-21 23:03:04 +0000 UTC\",\"review_id\":\"83063c5db921e36dd185c4dc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQwNDExMDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2024-12-27 00:43:41 +0000 UTC\",\"review_id\":\"86d4d4934a212aab17e81c71\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQwNDQyNTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-19 02:22:57 +0000 UTC\",\"review_id\":\"20ac771a4f5df311939fb2aa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMzQwMTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-21 03:38:21 +0000 UTC\",\"review_id\":\"181414c2180265ccd7d3e5e1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMzY0OTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2026-01-19 23:01:53 +0000 UTC\",\"review_id\":\"0e29d852450556b034a71c26\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyNTIwNjM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2026-09-03 19:38:33 +0000 UTC\",\"review_id\":\"c39f35a142e4c2031951b46a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQzNDA2ODA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"}],\"text\":\"Andrew Kuemmel is described as caring, accessible, and accommodating, with lectures that simplify concepts for beginners. Reviewers appreciate his helpfulness and clear labs, though some find his participation requirements and occasional irritability in lecture annoying.\"},{\"citations\":[{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-09 05:30:40 +0000 UTC\",\"review_id\":\"c3d51f92088afc9af4946d0e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMTE0NjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-09 21:21:35 +0000 UTC\",\"review_id\":\"c47a953dd74838ab86dbb42c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMTI4MzA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-15 22:32:26 +0000 UTC\",\"review_id\":\"bf1efe3266b5204fd5b06ee1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMjY4NDgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"}],\"text\":\"Some reviewers strongly dislike the course structure, citing reliance on an online textbook and useless lectures. They criticize weekly quizzes, lab partnerships, and Honorlock exams, with one reviewer explicitly advising against taking the class.\"},{\"citations\":[{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.54 GPA, 71.4% A/AB (n=175 letter grades); Fall 2025: 3.52 GPA, 75.0% A/AB (n=492 letter grades); Spring 2026: 3.47 GPA, 64.0% A/AB (n=136 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_0aafaed70d9789f2203d5ed8\",\"message\":\"No course-specific reviews available\",\"name\":\"Kathryn Jensen\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2526278\",\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2024-12-21 23:03:04 +0000 UTC\",\"review_id\":\"83063c5db921e36dd185c4dc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQwNDExMDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-09 21:21:35 +0000 UTC\",\"review_id\":\"c47a953dd74838ab86dbb42c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMTI4MzA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-15 22:32:26 +0000 UTC\",\"review_id\":\"bf1efe3266b5204fd5b06ee1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMjY4NDgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-19 02:22:57 +0000 UTC\",\"review_id\":\"20ac771a4f5df311939fb2aa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMzQwMTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"}],\"text\":\"The course relies on an online textbook, with some reviewers finding lectures and labs unhelpful. Workload includes homework due Monday through Thursday and weekly Friday quizzes, which some find annoying but manageable due to open-book formats.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Jim Williams\",\"review_date\":\"2017-10-29 12:07:24 +0000 UTC\",\"review_id\":\"fced23c0e3f008d69bce6060\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2195385\",\"source_review_id\":\"UmF0aW5nLTI4Nzk4MTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\",\"type\":\"review\"},{\"instructor_name\":\"Jim Williams\",\"review_date\":\"2018-05-09 11:50:11 +0000 UTC\",\"review_id\":\"b724afdf0bd19b37b5c33448\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2195385\",\"source_review_id\":\"UmF0aW5nLTMwMDM3NDM2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\",\"type\":\"review\"},{\"instructor_name\":\"Jim Williams\",\"review_date\":\"2021-05-07 01:08:47 +0000 UTC\",\"review_id\":\"f7858abda6111858a799abb6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2195385\",\"source_review_id\":\"UmF0aW5nLTM0NzI4NjY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\",\"type\":\"review\"},{\"instructor_name\":\"Jim Williams\",\"review_date\":\"2022-05-02 19:00:11 +0000 UTC\",\"review_id\":\"7b063776eb2b61e9859704d3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2195385\",\"source_review_id\":\"UmF0aW5nLTM2MjE2MjI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\",\"type\":\"review\"},{\"instructor_name\":\"Jim Williams\",\"review_date\":\"2023-04-25 22:04:41 +0000 UTC\",\"review_id\":\"491ed0e2f6f632ba8e593eed\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2195385\",\"source_review_id\":\"UmF0aW5nLTM3NzE3ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\",\"type\":\"review\"},{\"instructor_name\":\"Jim Williams\",\"review_date\":\"2025-05-21 15:43:22 +0000 UTC\",\"review_id\":\"804df9235a7707918e2d025b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2195385\",\"source_review_id\":\"UmF0aW5nLTQxMzM4Mzc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2195385\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jim Williams: Jim Williams teaches students to think logically and solve problems by dividing large programs into parts, with fast Piazza responses and flexible grading. However, some students find his lectures useless and the workload excessive, requiring over 12 hours of homework weekly.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2024-12-21 23:03:04 +0000 UTC\",\"review_id\":\"83063c5db921e36dd185c4dc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQwNDExMDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2024-12-27 00:43:41 +0000 UTC\",\"review_id\":\"86d4d4934a212aab17e81c71\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQwNDQyNTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-10 00:41:37 +0000 UTC\",\"review_id\":\"305303c2ce5209ceaaccce61\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMTM0MDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-19 02:22:57 +0000 UTC\",\"review_id\":\"20ac771a4f5df311939fb2aa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMzQwMTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-21 03:38:21 +0000 UTC\",\"review_id\":\"181414c2180265ccd7d3e5e1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMzY0OTEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2026-01-19 23:01:53 +0000 UTC\",\"review_id\":\"0e29d852450556b034a71c26\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyNTIwNjM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2026-09-03 19:38:33 +0000 UTC\",\"review_id\":\"c39f35a142e4c2031951b46a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQzNDA2ODA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"}],\"text\":\"Andrew Kuemmel is described as caring, accessible, and effective at explaining concepts to beginners. Reviewers highlight his helpfulness and clear labs, though one notes he can be irritable and forces participation.\"},{\"citations\":[{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.54 GPA, 73.7% A/AB (n=255 letter grades); Fall 2025: 3.52 GPA, 75.0% A/AB (n=492 letter grades); Spring 2026: 3.47 GPA, 64.0% A/AB (n=136 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2024-12-21 23:03:04 +0000 UTC\",\"review_id\":\"83063c5db921e36dd185c4dc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQwNDExMDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2024-12-27 00:43:41 +0000 UTC\",\"review_id\":\"86d4d4934a212aab17e81c71\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQwNDQyNTAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-09 21:21:35 +0000 UTC\",\"review_id\":\"c47a953dd74838ab86dbb42c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMTI4MzA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-15 22:32:26 +0000 UTC\",\"review_id\":\"bf1efe3266b5204fd5b06ee1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMjY4NDgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"},{\"instructor_name\":\"Andrew Kuemmel\",\"review_date\":\"2025-12-19 02:22:57 +0000 UTC\",\"review_id\":\"20ac771a4f5df311939fb2aa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1780137\",\"source_review_id\":\"UmF0aW5nLTQyMzQwMTgz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1780137\",\"type\":\"review\"}],\"text\":\"Students value Kuemmel's availability for feedback and clear materials. However, the hybrid structure, mandatory TopHat attendance, and weekly Honorlock quizzes are cited as frustrating aspects of the course experience.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ANDREW KUEMMEL is recorded teaching in Fall 2024, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 200\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"source_record\":{\"entity_id\":\"3795cfcc-807e-3ca7-8348-d4a909a42f06\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"}],\"text\":\"MARC RENAULT is recorded teaching in Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Fall 2020. 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}]