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report high difficulty due to a disconnect between course components and exams.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Maria Muniagurria\",\"review_date\":\"2011-05-18 14:25:20 +0000 UTC\",\"review_id\":\"f845a529ca33639c05e37410\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:294976\",\"source_review_id\":\"UmF0aW5nLTE4NjI2ODk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/294976\",\"type\":\"review\"}],\"text\":\"Historical reviews for Maria Muniagurria describe her as easy to get high grades from, though the material is considered incredibly boring and difficult to stay interested in.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Maria Muniagurria\",\"review_date\":\"2011-05-18 14:25:20 +0000 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Walker\",\"review_date\":\"2013-12-15 15:28:02 +0000 UTC\",\"review_id\":\"1ff11bd1efd2a7026638be70\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:810416\",\"source_review_id\":\"UmF0aW5nLTIyNTYxNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/810416\",\"type\":\"review\"}],\"text\":\"Historical reviews describe the course as incredibly boring with poor lecture quality, though one instructor offered easy grades while another had no connection between lectures and exams.\"},{\"citations\":[{\"course_id\":\"ECON 448\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 448\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 448\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2014: 2.90 GPA, 22.0% A/AB (n=41 letter grades); Fall 2016: 3.32 GPA, 47.2% A/AB (n=36 letter grades); Spring 2023: 3.10 GPA, 48.4% A/AB (n=31 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"James Walker\",\"review_date\":\"2013-11-12 16:04:40 +0000 UTC\",\"review_id\":\"87a6a1ed2a0e01a9275fc9b1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:810416\",\"source_review_id\":\"UmF0aW5nLTIyMzAwNjI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/810416\",\"type\":\"review\"},{\"instructor_name\":\"James Walker\",\"review_date\":\"2013-11-21 12:27:58 +0000 UTC\",\"review_id\":\"22f605a36c633d79b480dafc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:810416\",\"source_review_id\":\"UmF0aW5nLTIyMzY0MDg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/810416\",\"type\":\"review\"},{\"instructor_name\":\"James Walker\",\"review_date\":\"2013-12-15 15:28:02 +0000 UTC\",\"review_id\":\"1ff11bd1efd2a7026638be70\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:810416\",\"source_review_id\":\"UmF0aW5nLTIyNTYxNTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/810416\",\"type\":\"review\"}],\"text\":\"Historical reviews of James Walker: Students found lectures frustrating, citing pointless stories and a lack of connection between homework, lectures, and exams, making it difficult to gauge the material's interest from class.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 448\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"source_record\":{\"entity_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ECON 448\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"source_record\":{\"entity_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"ECON 448\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"source_record\":{\"entity_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ECON 448\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"source_record\":{\"entity_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"JAMES R WALKER is recorded teaching in Fall 2012, Fall 2013, Spring 2014, Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 448\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"source_record\":{\"entity_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ECON 448\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"source_record\":{\"entity_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 448\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"source_record\":{\"entity_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ECON 448\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"source_record\":{\"entity_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 448\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"source_record\":{\"entity_id\":\"dae38e9d-8ed3-3c38-ac3c-17a0b8f5c6df\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"MARIA MUNIAGURRIA is recorded teaching in Spring 2011, Spring 2012, Spring 2013, Fall 2016, Spring 2023. 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}]