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However, reviewers note that directions for the semester-long project are often unclear, nonexistent, or contradictory, making it difficult to understand requirements.\"},{\"citations\":[{\"course_id\":\"ISYE 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"source_record\":{\"entity_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ISYE 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"source_record\":{\"entity_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ISYE 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"source_record\":{\"entity_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 4.00 GPA, 100.0% A/AB (n=37 letter grades); Fall 2024: 3.92 GPA, 100.0% A/AB (n=53 letter grades); Spring 2026: 3.78 GPA, 97.4% A/AB (n=38 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Tony McDonald\",\"review_date\":\"2024-12-31 20:19:36 +0000 UTC\",\"review_id\":\"4ad5ae1404a916d51c487210\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3066992\",\"source_review_id\":\"UmF0aW5nLTQwNDY1Mzc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3066992\",\"type\":\"review\"}],\"text\":\"The primary difficulty is unclear or conflicting directions for the project, though the overall workload is low.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Tony McDonald\",\"review_date\":\"2024-12-31 20:19:36 +0000 UTC\",\"review_id\":\"4ad5ae1404a916d51c487210\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3066992\",\"source_review_id\":\"UmF0aW5nLTQwNDY1Mzc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3066992\",\"type\":\"review\"}],\"text\":\"Tony McDonald teaches a super easy course with no exams, just a semester-long project where most students get an A.\"},{\"citations\":[{\"course_id\":\"ISYE 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ISYE 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ISYE 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.96 GPA, 100.0% A/AB (n=53 letter grades); Fall 2025: 3.99 GPA, 100.0% A/AB (n=54 letter grades); Spring 2026: 3.78 GPA, 97.4% A/AB (n=38 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Tony McDonald\",\"review_date\":\"2024-12-31 20:19:36 +0000 UTC\",\"review_id\":\"4ad5ae1404a916d51c487210\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3066992\",\"source_review_id\":\"UmF0aW5nLTQwNDY1Mzc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3066992\",\"type\":\"review\"}],\"text\":\"Students find the class easy and the instructor easy-going, but frustration arises from ambiguous assignment instructions.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ISYE 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"source_record\":{\"entity_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ISYE 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"source_record\":{\"entity_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ISYE 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"source_record\":{\"entity_id\":\"9e36ec8e-8610-3986-8d68-176af28a8759\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ANTHONY MCDONALD is recorded teaching in Spring 2023, Fall 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]