[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"658a95a0af5c67062b9f2ae746fa560979da885d5575ff56990ba9696c085b07","record_version_id":"ff39967f5167b2810189e0a0b83324d0809948fafad8c6256d4c001dc6d0bcb6","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"b7d48309e3163ddff5153bff3c774908a81a5850b4c64939244d4d57da84e836","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"r1\",\"r2\"],\"condition\":null,\"course\":null,\"evidence\":\"ECON 301or311\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 301\",\"id\":\"r1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"311\",\"id\":\"r2\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"658a95a0af5c67062b9f2ae746fa560979da885d5575ff56990ba9696c085b07","record_version_id":"ff39967f5167b2810189e0a0b83324d0809948fafad8c6256d4c001dc6d0bcb6","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"b7d48309e3163ddff5153bff3c774908a81a5850b4c64939244d4d57da84e836","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe and model how workers make labor supply decisions and how firms make labor demand decisions.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"label\":\"mathematical-reasoning\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand; wage theories, wages in the economy, the labor force, unemployment, wages, labor mobility, functioning of labor markets.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"labor economics\",\"wage theories\",\"labor supply and demand\",\"unemployment analysis\",\"labor market institutions\",\"ECON 450 Wages and Labor Market\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe and model how workers make labor supply decisions and how firms make labor demand decisions.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Modeling labor supply and demand decisions\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Classify how equilibrium outcomes and policy implications differ by types of labor markets.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Analyzing equilibrium outcomes and policy implications across labor market types\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Analyze and critique the presentation of labor-market-related issues in social media, news media, and policy debates.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Critiquing labor-market issues in media and policy debates\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"title\",\"quote\":\"WAGES AND THE LABOR MARKET\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"},{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand; wage theories, wages in the economy, the labor force, unemployment, wages, labor mobility, functioning of labor markets.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Examines economic and institutional forces determining labor supply/demand, covering wage theories, unemployment, labor mobility, and market functioning.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand; wage theories, wages in the economy, the labor force, unemployment, wages, labor mobility, functioning of labor markets.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Labor supply and demand determinants\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand; wage theories, wages in the economy, the labor force, unemployment, wages, labor mobility, functioning of labor markets.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Wage theories and labor market functioning\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Classify how equilibrium outcomes and policy implications differ by types of labor markets.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Equilibrium outcomes and policy implications by labor market type\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"658a95a0af5c67062b9f2ae746fa560979da885d5575ff56990ba9696c085b07","record_version_id":"ff39967f5167b2810189e0a0b83324d0809948fafad8c6256d4c001dc6d0bcb6","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"b7d48309e3163ddff5153bff3c774908a81a5850b4c64939244d4d57da84e836","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"You gotta attend the lectures, you can't get what you need from the textbook but you absolutely can from Professor Fu. Very good lecturer, goes into all the nuances and really tries to make things make sense within the broader context of econ. One of the best professors I've had at UW!\",\"course_id\":\"ECON 450\",\"date\":\"2025-02-14 06:17:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1297689cd2f0268d8db6d0c0\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNjcyMjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"Professor Chao Fu is an incredible instructor! She's extremely helpful, explains everything thoroughly with clear, logical structure, and her detailed slides, in-class exercises, and homework closely reflect the exams. I highly recommend going to every lecture: absolutely worth it to hear her walk through each concept and example in detail.\",\"course_id\":\"ECON 450\",\"date\":\"2025-04-29 19:30:56 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"38dbc62a9ee7c19026bde2ae\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDg5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"As long as you attend all the lectures and can complete the homework and in-class exercises by yourself, you can almost definitely get an A!\",\"course_id\":\"ECON 450\",\"date\":\"2025-05-16 23:54:48 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b1b0744c33afbe274297751f\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzA3ODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"}],\"evidence_count\":3,\"review_ids\":[\"1297689cd2f0268d8db6d0c0\",\"38dbc62a9ee7c19026bde2ae\",\"b1b0744c33afbe274297751f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1551105\",\"summary\":\"Cited reviews praise Chao FU for clear explanations, thorough lectures, and slides that closely reflect exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The material for this class was not incredibly difficult but the exams were definitely challenging. They do not consist of repeat homework problems but much more difficult ones that definitely challenge your understanding of the material\",\"course_id\":\"ECON 450\",\"date\":\"2013-05-21 22:17:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b1153e037b0a8e38d78e7c6d\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODA2ODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"Exams are much harder than class practice and handouts. Even if you attend lecture, it is not an easy A class. She puts everything on the slide, and the most thing she did is reading the slides. I am not recommend this course.\",\"course_id\":\"ECON 450\",\"date\":\"2014-04-15 15:37:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"10a6886ed019baa2d41bf73a\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIzMDQxOTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"}],\"evidence_count\":2,\"review_ids\":[\"b1153e037b0a8e38d78e7c6d\",\"10a6886ed019baa2d41bf73a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:1551105\",\"summary\":\"Reviews note Chao FU's exams are challenging and often harder than class practice or handouts.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I took Rasmus spring semester and I think that this was his first time teaching Econ 450 in while. He did a great job. You have a problem set due once every two weeks and they will make you think and challenge your abilities, but in a good way. His tests are difficult, but similar to the problem sets and overall he is a great professor.\",\"course_id\":\"ECON 450\",\"date\":\"2017-05-04 20:16:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cca85d055696e069561e3db0\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MjE2ODgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"},{\"comment\":\"I only have 2 courses left to finish my degree in economics, and Lentz has been my favorite econ professor by far.  His lectures are very helpful, and he keeps power lectures short with humor mixed in.  The problem sets are extremely difficult, but they are meant to challenge you so that you will do well on the exam.  Very fair, highly recommend.\",\"course_id\":\"ECON 450\",\"date\":\"2017-05-07 17:26:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"77ec62fee6bd8c767ba8e519\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MjM5MjU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"}],\"evidence_count\":2,\"review_ids\":[\"cca85d055696e069561e3db0\",\"77ec62fee6bd8c767ba8e519\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1577890\",\"name\":\"Rasmus Lentz\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1577890\",\"summary\":\"Cited reviews recommend Rasmus Lentz for helpful lectures, fair problem sets, and a good teaching style.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Bad. Just Plain Bad. Smart, yeah, but acts as if you should know most of what he's teaching already and figure out without any difficulty what's pretty hard material. Grading is too strict. The text is easy to follow but does you no good because his exams and homeworks have questions that come from absolutely nowhere. Impossible to prepare.\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-25 21:04:58 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f5441e9e31508eb8b80a17a\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEzNTYyNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"},{\"comment\":\"the most horrible prof. He is notorious for hating undergrads...Useless office hours...He doesn't understand why undergrads can't understand easy stuffs which in fact is hard for most of students, though.\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-27 19:31:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"91f32097bdb72d5bbc44d6bd\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEzNTY3NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"},{\"comment\":\"the most horrible prof. He is notorious for hating undergrads...Useless office hours...He doesn't understand why undergrads can't understand easy stuffs which in fact is hard for most of students, though.\\r Besides, no curves with extremely difficult exam...averaged about 30 out of 100\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-27 19:34:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8d2d0fbd021bbc89c94cb77d\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEzNTY3NDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"}],\"evidence_count\":3,\"review_ids\":[\"6f5441e9e31508eb8b80a17a\",\"91f32097bdb72d5bbc44d6bd\",\"8d2d0fbd021bbc89c94cb77d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:579363\",\"name\":\"John Kennan\"}],\"review_year_end\":\"2007\",\"review_year_start\":\"2007\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:579363\",\"summary\":\"Cited reviews criticize John Kennan for strict grading, difficult exams, and unhelpful office hours.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"658a95a0af5c67062b9f2ae746fa560979da885d5575ff56990ba9696c085b07","record_version_id":"ff39967f5167b2810189e0a0b83324d0809948fafad8c6256d4c001dc6d0bcb6","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"b7d48309e3163ddff5153bff3c774908a81a5850b4c64939244d4d57da84e836","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"bdde9cc9f65e6008648b3cd3d4ffe86b5253cd26f0f8294232f2f872698369a2\",\"course_id\":\"ECON 450\",\"current_instructors\":[{\"instructor_uid\":\"instructor_fd1d4f76a6f3796144233925\",\"message\":null,\"name\":\"Chao Fu\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:1551105\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-04-29 19:30:56 +0000 UTC\",\"review_id\":\"38dbc62a9ee7c19026bde2ae\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQxMDg5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-05-16 23:54:48 +0000 UTC\",\"review_id\":\"b1b0744c33afbe274297751f\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQxMzA3ODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-04-01 19:39:04 +0000 UTC\",\"review_id\":\"aa5c558a3ce5aaa3d011e7c7\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQwODUyNjg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2013-05-21 22:17:21 +0000 UTC\",\"review_id\":\"b1153e037b0a8e38d78e7c6d\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTIxODA2ODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2014-04-15 15:37:58 +0000 UTC\",\"review_id\":\"10a6886ed019baa2d41bf73a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTIzMDQxOTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Professor Chao Fu taught lectures with in-class exercises and homework; some students reported these materials closely reflected exams, while others found exams much harder than practice problems. Students who attended every lecture and completed the work independently reported earning an A, though others described the exams as challenging.\"},{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.04 GPA, 43.2% A/AB (n=37 letter grades); Spring 2025: 2.95 GPA, 48.7% A/AB (n=39 letter grades); Spring 2026: 2.97 GPA, 44.4% A/AB (n=45 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Chao FU\",\"review_date\":\"2013-05-21 22:17:21 +0000 UTC\",\"review_id\":\"b1153e037b0a8e38d78e7c6d\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTIxODA2ODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2014-04-15 15:37:58 +0000 UTC\",\"review_id\":\"10a6886ed019baa2d41bf73a\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTIzMDQxOTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students found exams challenging, noting they were harder than class practice or handouts and required a deeper understanding than repeat homework problems.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Rasmus Lentz\",\"review_date\":\"2017-05-04 20:16:52 +0000 UTC\",\"review_id\":\"cca85d055696e069561e3db0\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1577890\",\"source_review_id\":\"UmF0aW5nLTI4MjE2ODgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\",\"type\":\"review\"},{\"instructor_name\":\"Rasmus Lentz\",\"review_date\":\"2017-05-07 17:26:10 +0000 UTC\",\"review_id\":\"77ec62fee6bd8c767ba8e519\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1577890\",\"source_review_id\":\"UmF0aW5nLTI4MjM5MjU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Rasmus Lentz taught this course in past terms, describing problem sets as challenging but fair and lectures as helpful and humorous. Students found his tests difficult but similar to the homework, recommending his teaching style for its clarity and engagement with undergraduates.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-04-29 19:30:56 +0000 UTC\",\"review_id\":\"38dbc62a9ee7c19026bde2ae\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQxMDg5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Professor Fu provides clear, logical explanations with detailed slides and in-class exercises that closely mirror the exams.\"},{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.04 GPA, 43.2% A/AB (n=37 letter grades); Spring 2025: 2.95 GPA, 48.7% A/AB (n=39 letter grades); Spring 2026: 2.97 GPA, 44.4% A/AB (n=45 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-02-14 06:17:20 +0000 UTC\",\"review_id\":\"1297689cd2f0268d8db6d0c0\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQwNjcyMjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-05-16 23:54:48 +0000 UTC\",\"review_id\":\"b1b0744c33afbe274297751f\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQxMzA3ODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"One student found the textbook insufficient and lectures essential, while another reported that attending all lectures and completing exercises independently led to an A.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"CHAO FU is recorded teaching in Fall 2010, Fall 2011, Spring 2012, Spring 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Fall 2017, Spring 2018, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Fall 2023, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"}],\"text\":\"JOHN KENNAN is recorded teaching in Fall 2007, Fall 2008. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"RASMUS LENTZ is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1f67d6d0b12518827794539126988fa51b441599716a3086d785f6efad798736","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ECON 301or311\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 301\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"311\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1f67d6d0b12518827794539126988fa51b441599716a3086d785f6efad798736","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON 301\",\"field\":\"description\",\"quote\":\"Contemporary theory of consumption, production, pricing and resource allocation.\"},{\"course_id\":\"ECON 311\",\"field\":\"description\",\"quote\":\"A mathematical approach to the theory of consumption, production, pricing and resource allocation.\"}],\"text\":\"Intermediate microeconomic theory\"}],\"search_phrases\":[\"ECON 450 labor market wages\",\"ECON 450 labor supply demand\",\"ECON 450 unemployment labor mobility\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand\"}],\"text\":\"Analyze economic and institutional forces determining labor supply and demand\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"wage theories, wages in the economy\"}],\"text\":\"Apply wage theories to understand wages in the economy\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"functioning of labor markets\"}],\"text\":\"Explain the functioning of labor markets\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"title\",\"quote\":\"WAGES AND THE LABOR MARKET\"},{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand; wage theories, wages in the economy, the labor force, unemployment, wages, labor mobility, functioning of labor markets.\"}],\"text\":\"ECON 450 examines wages and the labor market, covering labor supply and demand, wage theories, unemployment, and labor mobility.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"labor supply and demand\"}],\"text\":\"Labor supply and demand\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"wage theories\"}],\"text\":\"Wage theories\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"unemployment\"}],\"text\":\"Unemployment\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"labor mobility\"}],\"text\":\"Labor mobility\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"functioning of labor markets\"}],\"text\":\"Functioning of labor markets\"}]}","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_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1f67d6d0b12518827794539126988fa51b441599716a3086d785f6efad798736","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_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d0b2a134e5a9f04662efadea4c5e4932ed537ec600e5f69edc400eba5d45ac42","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ECON 301or311\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 301\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"311\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d0b2a134e5a9f04662efadea4c5e4932ed537ec600e5f69edc400eba5d45ac42","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON 301\",\"field\":\"description\",\"quote\":\"Contemporary theory of consumption, production, pricing and resource allocation.\"},{\"course_id\":\"ECON 311\",\"field\":\"description\",\"quote\":\"A mathematical approach to the theory of consumption, production, pricing and resource allocation.\"}],\"text\":\"Intermediate microeconomic theory\"}],\"search_phrases\":[\"ECON 450 labor market wages\",\"ECON 450 labor supply demand\",\"ECON 450 unemployment labor mobility\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand\"}],\"text\":\"Analyze economic and institutional forces determining labor supply and demand\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"wage theories, wages in the economy\"}],\"text\":\"Apply wage theories to understand wages in the economy\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"functioning of labor markets\"}],\"text\":\"Explain the functioning of labor markets\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"title\",\"quote\":\"WAGES AND THE LABOR MARKET\"},{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand; wage theories, wages in the economy, the labor force, unemployment, wages, labor mobility, functioning of labor markets.\"}],\"text\":\"ECON 450 examines wages and the labor market, covering labor supply and demand, wage theories, unemployment, and labor mobility.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"labor supply and demand\"}],\"text\":\"Labor supply and demand\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"wage theories\"}],\"text\":\"Wage theories\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"unemployment\"}],\"text\":\"Unemployment\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"labor mobility\"}],\"text\":\"Labor mobility\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"functioning of labor markets\"}],\"text\":\"Functioning of labor markets\"}]}","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_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d0b2a134e5a9f04662efadea4c5e4932ed537ec600e5f69edc400eba5d45ac42","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"You gotta attend the lectures, you can't get what you need from the textbook but you absolutely can from Professor Fu. Very good lecturer, goes into all the nuances and really tries to make things make sense within the broader context of econ. One of the best professors I've had at UW!\",\"course_id\":\"ECON 450\",\"date\":\"2025-02-14 06:17:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1297689cd2f0268d8db6d0c0\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNjcyMjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"Professor Chao Fu is an incredible instructor! She's extremely helpful, explains everything thoroughly with clear, logical structure, and her detailed slides, in-class exercises, and homework closely reflect the exams. I highly recommend going to every lecture: absolutely worth it to hear her walk through each concept and example in detail.\",\"course_id\":\"ECON 450\",\"date\":\"2025-04-29 19:30:56 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"38dbc62a9ee7c19026bde2ae\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDg5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"I took Rasmus spring semester and I think that this was his first time teaching Econ 450 in while. He did a great job. You have a problem set due once every two weeks and they will make you think and challenge your abilities, but in a good way. His tests are difficult, but similar to the problem sets and overall he is a great professor.\",\"course_id\":\"ECON 450\",\"date\":\"2017-05-04 20:16:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cca85d055696e069561e3db0\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MjE2ODgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"},{\"comment\":\"Bad. Just Plain Bad. Smart, yeah, but acts as if you should know most of what he's teaching already and figure out without any difficulty what's pretty hard material. Grading is too strict. The text is easy to follow but does you no good because his exams and homeworks have questions that come from absolutely nowhere. Impossible to prepare.\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-25 21:04:58 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f5441e9e31508eb8b80a17a\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEzNTYyNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"}],\"evidence_count\":4,\"review_ids\":[\"1297689cd2f0268d8db6d0c0\",\"38dbc62a9ee7c19026bde2ae\",\"cca85d055696e069561e3db0\",\"6f5441e9e31508eb8b80a17a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"},{\"id\":\"rmp:1577890\",\"name\":\"Rasmus Lentz\"},{\"id\":\"rmp:579363\",\"name\":\"John Kennan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"positive\",\"summary\":\"Recent reviews for Professor Chao Fu praise her clear explanations and helpful lectures. Professor Rasmus Lentz was also noted for helpful lectures. In contrast, Professor John Kennan was criticized for unclear teaching.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The material for this class was not incredibly difficult but the exams were definitely challenging. They do not consist of repeat homework problems but much more difficult ones that definitely challenge your understanding of the material\",\"course_id\":\"ECON 450\",\"date\":\"2013-05-21 22:17:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b1153e037b0a8e38d78e7c6d\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODA2ODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"I only have 2 courses left to finish my degree in economics, and Lentz has been my favorite econ professor by far.  His lectures are very helpful, and he keeps power lectures short with humor mixed in.  The problem sets are extremely difficult, but they are meant to challenge you so that you will do well on the exam.  Very fair, highly recommend.\",\"course_id\":\"ECON 450\",\"date\":\"2017-05-07 17:26:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"77ec62fee6bd8c767ba8e519\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MjM5MjU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"},{\"comment\":\"As long as you attend all the lectures and can complete the homework and in-class exercises by yourself, you can almost definitely get an A!\",\"course_id\":\"ECON 450\",\"date\":\"2025-05-16 23:54:48 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b1b0744c33afbe274297751f\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzA3ODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"the most horrible prof. He is notorious for hating undergrads...Useless office hours...He doesn't understand why undergrads can't understand easy stuffs which in fact is hard for most of students, though.\\r Besides, no curves with extremely difficult exam...averaged about 30 out of 100\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-27 19:34:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8d2d0fbd021bbc89c94cb77d\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEzNTY3NDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"}],\"evidence_count\":4,\"review_ids\":[\"b1153e037b0a8e38d78e7c6d\",\"77ec62fee6bd8c767ba8e519\",\"b1b0744c33afbe274297751f\",\"8d2d0fbd021bbc89c94cb77d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"},{\"id\":\"rmp:1577890\",\"name\":\"Rasmus Lentz\"},{\"id\":\"rmp:579363\",\"name\":\"John Kennan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"The course is generally considered challenging with difficult exams and problem sets. However, with regular attendance and effort on homework, students report being able to succeed.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The material for this class was not incredibly difficult but the exams were definitely challenging. They do not consist of repeat homework problems but much more difficult ones that definitely challenge your understanding of the material\",\"course_id\":\"ECON 450\",\"date\":\"2013-05-21 22:17:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b1153e037b0a8e38d78e7c6d\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODA2ODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"the most horrible prof. He is notorious for hating undergrads...Useless office hours...He doesn't understand why undergrads can't understand easy stuffs which in fact is hard for most of students, though.\\r Besides, no curves with extremely difficult exam...averaged about 30 out of 100\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-27 19:34:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8d2d0fbd021bbc89c94cb77d\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEzNTY3NDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"},{\"comment\":\"Professor Chao Fu is an incredible instructor! She's extremely helpful, explains everything thoroughly with clear, logical structure, and her detailed slides, in-class exercises, and homework closely reflect the exams. I highly recommend going to every lecture: absolutely worth it to hear her walk through each concept and example in detail.\",\"course_id\":\"ECON 450\",\"date\":\"2025-04-29 19:30:56 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"38dbc62a9ee7c19026bde2ae\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDg5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"Bad. Just Plain Bad. Smart, yeah, but acts as if you should know most of what he's teaching already and figure out without any difficulty what's pretty hard material. Grading is too strict. The text is easy to follow but does you no good because his exams and homeworks have questions that come from absolutely nowhere. Impossible to prepare.\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-25 21:04:58 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f5441e9e31508eb8b80a17a\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEzNTYyNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"}],\"evidence_count\":4,\"review_ids\":[\"b1153e037b0a8e38d78e7c6d\",\"8d2d0fbd021bbc89c94cb77d\",\"38dbc62a9ee7c19026bde2ae\",\"6f5441e9e31508eb8b80a17a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"},{\"id\":\"rmp:579363\",\"name\":\"John Kennan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are described as tough and challenging, often harder than practice problems. Grading can be strict, particularly under Professor Kennan. Professor Fu's exams are seen as closely aligned with her detailed slides and exercises.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"658a95a0af5c67062b9f2ae746fa560979da885d5575ff56990ba9696c085b07","record_version_id":"ff39967f5167b2810189e0a0b83324d0809948fafad8c6256d4c001dc6d0bcb6","job_id":"enrich-6556a505c10f448d98d02466","output_id":"194d135bb7bf31947a41662c2d799166b9d5b0c2f1cfd2c3b62f015c0f2dc1ab","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"r1\",\"r2\"],\"condition\":null,\"course\":null,\"evidence\":\"ECON 301or311\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 301\",\"id\":\"r1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"311\",\"id\":\"r2\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"658a95a0af5c67062b9f2ae746fa560979da885d5575ff56990ba9696c085b07","record_version_id":"ff39967f5167b2810189e0a0b83324d0809948fafad8c6256d4c001dc6d0bcb6","job_id":"enrich-6556a505c10f448d98d02466","output_id":"194d135bb7bf31947a41662c2d799166b9d5b0c2f1cfd2c3b62f015c0f2dc1ab","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe and model how workers make labor supply decisions and how firms make labor demand decisions.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"label\":\"mathematical-reasoning\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand; wage theories, wages in the economy, the labor force, unemployment, wages, labor mobility, functioning of labor markets.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"labor economics\",\"wage theories\",\"labor supply and demand\",\"unemployment analysis\",\"labor market institutions\",\"ECON 450 Wages and Labor Market\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe and model how workers make labor supply decisions and how firms make labor demand decisions.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Modeling labor supply and demand decisions\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Classify how equilibrium outcomes and policy implications differ by types of labor markets.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Analyzing equilibrium outcomes and policy implications across labor market types\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Analyze and critique the presentation of labor-market-related issues in social media, news media, and policy debates.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Critiquing labor-market issues in media and policy debates\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"title\",\"quote\":\"WAGES AND THE LABOR MARKET\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"},{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand; wage theories, wages in the economy, the labor force, unemployment, wages, labor mobility, functioning of labor markets.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Examines economic and institutional forces determining labor supply/demand, covering wage theories, unemployment, labor mobility, and market functioning.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand; wage theories, wages in the economy, the labor force, unemployment, wages, labor mobility, functioning of labor markets.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Labor supply and demand determinants\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand; wage theories, wages in the economy, the labor force, unemployment, wages, labor mobility, functioning of labor markets.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Wage theories and labor market functioning\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Classify how equilibrium outcomes and policy implications differ by types of labor markets.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Equilibrium outcomes and policy implications by labor market type\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"658a95a0af5c67062b9f2ae746fa560979da885d5575ff56990ba9696c085b07","record_version_id":"ff39967f5167b2810189e0a0b83324d0809948fafad8c6256d4c001dc6d0bcb6","job_id":"enrich-6556a505c10f448d98d02466","output_id":"194d135bb7bf31947a41662c2d799166b9d5b0c2f1cfd2c3b62f015c0f2dc1ab","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"You gotta attend the lectures, you can't get what you need from the textbook but you absolutely can from Professor Fu. Very good lecturer, goes into all the nuances and really tries to make things make sense within the broader context of econ. One of the best professors I've had at UW!\",\"course_id\":\"ECON 450\",\"date\":\"2025-02-14 06:17:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1297689cd2f0268d8db6d0c0\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNjcyMjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"Professor Chao Fu is an incredible instructor! She's extremely helpful, explains everything thoroughly with clear, logical structure, and her detailed slides, in-class exercises, and homework closely reflect the exams. I highly recommend going to every lecture: absolutely worth it to hear her walk through each concept and example in detail.\",\"course_id\":\"ECON 450\",\"date\":\"2025-04-29 19:30:56 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"38dbc62a9ee7c19026bde2ae\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDg5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"As long as you attend all the lectures and can complete the homework and in-class exercises by yourself, you can almost definitely get an A!\",\"course_id\":\"ECON 450\",\"date\":\"2025-05-16 23:54:48 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b1b0744c33afbe274297751f\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzA3ODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"}],\"evidence_count\":3,\"review_ids\":[\"1297689cd2f0268d8db6d0c0\",\"38dbc62a9ee7c19026bde2ae\",\"b1b0744c33afbe274297751f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1551105\",\"summary\":\"Cited reviews praise Chao FU for clear explanations, thorough lectures, and slides that closely reflect exams.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The material for this class was not incredibly difficult but the exams were definitely challenging. They do not consist of repeat homework problems but much more difficult ones that definitely challenge your understanding of the material\",\"course_id\":\"ECON 450\",\"date\":\"2013-05-21 22:17:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b1153e037b0a8e38d78e7c6d\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODA2ODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"Exams are much harder than class practice and handouts. Even if you attend lecture, it is not an easy A class. She puts everything on the slide, and the most thing she did is reading the slides. I am not recommend this course.\",\"course_id\":\"ECON 450\",\"date\":\"2014-04-15 15:37:58 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"10a6886ed019baa2d41bf73a\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIzMDQxOTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"}],\"evidence_count\":2,\"review_ids\":[\"b1153e037b0a8e38d78e7c6d\",\"10a6886ed019baa2d41bf73a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:1551105\",\"summary\":\"Reviews note Chao FU's exams are challenging and often harder than class practice or handouts.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I took Rasmus spring semester and I think that this was his first time teaching Econ 450 in while. He did a great job. You have a problem set due once every two weeks and they will make you think and challenge your abilities, but in a good way. His tests are difficult, but similar to the problem sets and overall he is a great professor.\",\"course_id\":\"ECON 450\",\"date\":\"2017-05-04 20:16:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cca85d055696e069561e3db0\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MjE2ODgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"},{\"comment\":\"I only have 2 courses left to finish my degree in economics, and Lentz has been my favorite econ professor by far.  His lectures are very helpful, and he keeps power lectures short with humor mixed in.  The problem sets are extremely difficult, but they are meant to challenge you so that you will do well on the exam.  Very fair, highly recommend.\",\"course_id\":\"ECON 450\",\"date\":\"2017-05-07 17:26:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"77ec62fee6bd8c767ba8e519\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MjM5MjU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"}],\"evidence_count\":2,\"review_ids\":[\"cca85d055696e069561e3db0\",\"77ec62fee6bd8c767ba8e519\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1577890\",\"name\":\"Rasmus Lentz\"}],\"review_year_end\":\"2017\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1577890\",\"summary\":\"Cited reviews recommend Rasmus Lentz for helpful lectures, fair problem sets, and a good teaching style.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Bad. Just Plain Bad. Smart, yeah, but acts as if you should know most of what he's teaching already and figure out without any difficulty what's pretty hard material. Grading is too strict. The text is easy to follow but does you no good because his exams and homeworks have questions that come from absolutely nowhere. Impossible to prepare.\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-25 21:04:58 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f5441e9e31508eb8b80a17a\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEzNTYyNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"},{\"comment\":\"the most horrible prof. He is notorious for hating undergrads...Useless office hours...He doesn't understand why undergrads can't understand easy stuffs which in fact is hard for most of students, though.\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-27 19:31:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"91f32097bdb72d5bbc44d6bd\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEzNTY3NDky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"},{\"comment\":\"the most horrible prof. He is notorious for hating undergrads...Useless office hours...He doesn't understand why undergrads can't understand easy stuffs which in fact is hard for most of students, though.\\r Besides, no curves with extremely difficult exam...averaged about 30 out of 100\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-27 19:34:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8d2d0fbd021bbc89c94cb77d\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEzNTY3NDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"}],\"evidence_count\":3,\"review_ids\":[\"6f5441e9e31508eb8b80a17a\",\"91f32097bdb72d5bbc44d6bd\",\"8d2d0fbd021bbc89c94cb77d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:579363\",\"name\":\"John Kennan\"}],\"review_year_end\":\"2007\",\"review_year_start\":\"2007\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:579363\",\"summary\":\"Cited reviews criticize John Kennan for strict grading, difficult exams, and unhelpful office hours.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"be5f4966be86ce07f3e223b9e97003843a201b99fd11558d2fa577cbe650a5ec","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ECON 301or311\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 301\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"311\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"be5f4966be86ce07f3e223b9e97003843a201b99fd11558d2fa577cbe650a5ec","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON 301\",\"field\":\"description\",\"quote\":\"Contemporary theory of consumption, production, pricing and resource allocation.\"},{\"course_id\":\"ECON 311\",\"field\":\"description\",\"quote\":\"A mathematical approach to the theory of consumption, production, pricing and resource allocation.\"}],\"text\":\"Intermediate microeconomic theory\"}],\"search_phrases\":[\"ECON 450 labor market wages\",\"ECON 450 labor supply demand\",\"ECON 450 unemployment labor mobility\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand\"}],\"text\":\"Analyze economic and institutional forces determining labor supply and demand\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"wage theories, wages in the economy\"}],\"text\":\"Apply wage theories to understand wages in the economy\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"functioning of labor markets\"}],\"text\":\"Explain the functioning of labor markets\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"title\",\"quote\":\"WAGES AND THE LABOR MARKET\"},{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand; wage theories, wages in the economy, the labor force, unemployment, wages, labor mobility, functioning of labor markets.\"}],\"text\":\"ECON 450 examines wages and the labor market, covering labor supply and demand, wage theories, unemployment, and labor mobility.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"labor supply and demand\"}],\"text\":\"Labor supply and demand\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"wage theories\"}],\"text\":\"Wage theories\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"unemployment\"}],\"text\":\"Unemployment\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"labor mobility\"}],\"text\":\"Labor mobility\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"functioning of labor markets\"}],\"text\":\"Functioning of labor markets\"}]}","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_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"be5f4966be86ce07f3e223b9e97003843a201b99fd11558d2fa577cbe650a5ec","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"You gotta attend the lectures, you can't get what you need from the textbook but you absolutely can from Professor Fu. Very good lecturer, goes into all the nuances and really tries to make things make sense within the broader context of econ. One of the best professors I've had at UW!\",\"course_id\":\"ECON 450\",\"date\":\"2025-02-14 06:17:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1297689cd2f0268d8db6d0c0\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNjcyMjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"Professor Chao Fu is an incredible instructor! She's extremely helpful, explains everything thoroughly with clear, logical structure, and her detailed slides, in-class exercises, and homework closely reflect the exams. I highly recommend going to every lecture: absolutely worth it to hear her walk through each concept and example in detail.\",\"course_id\":\"ECON 450\",\"date\":\"2025-04-29 19:30:56 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"38dbc62a9ee7c19026bde2ae\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDg5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"I took Rasmus spring semester and I think that this was his first time teaching Econ 450 in while. He did a great job. You have a problem set due once every two weeks and they will make you think and challenge your abilities, but in a good way. His tests are difficult, but similar to the problem sets and overall he is a great professor.\",\"course_id\":\"ECON 450\",\"date\":\"2017-05-04 20:16:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cca85d055696e069561e3db0\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MjE2ODgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"},{\"comment\":\"Bad. Just Plain Bad. Smart, yeah, but acts as if you should know most of what he's teaching already and figure out without any difficulty what's pretty hard material. Grading is too strict. The text is easy to follow but does you no good because his exams and homeworks have questions that come from absolutely nowhere. Impossible to prepare.\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-25 21:04:58 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f5441e9e31508eb8b80a17a\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEzNTYyNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"}],\"evidence_count\":4,\"review_ids\":[\"1297689cd2f0268d8db6d0c0\",\"38dbc62a9ee7c19026bde2ae\",\"cca85d055696e069561e3db0\",\"6f5441e9e31508eb8b80a17a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"},{\"id\":\"rmp:1577890\",\"name\":\"Rasmus Lentz\"},{\"id\":\"rmp:579363\",\"name\":\"John Kennan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"positive\",\"summary\":\"Recent reviews for Professor Chao Fu praise her clear explanations and helpful lectures. Professor Rasmus Lentz was also noted for helpful lectures. In contrast, Professor John Kennan was criticized for unclear teaching.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The material for this class was not incredibly difficult but the exams were definitely challenging. They do not consist of repeat homework problems but much more difficult ones that definitely challenge your understanding of the material\",\"course_id\":\"ECON 450\",\"date\":\"2013-05-21 22:17:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b1153e037b0a8e38d78e7c6d\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODA2ODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"I only have 2 courses left to finish my degree in economics, and Lentz has been my favorite econ professor by far.  His lectures are very helpful, and he keeps power lectures short with humor mixed in.  The problem sets are extremely difficult, but they are meant to challenge you so that you will do well on the exam.  Very fair, highly recommend.\",\"course_id\":\"ECON 450\",\"date\":\"2017-05-07 17:26:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"77ec62fee6bd8c767ba8e519\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MjM5MjU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"},{\"comment\":\"As long as you attend all the lectures and can complete the homework and in-class exercises by yourself, you can almost definitely get an A!\",\"course_id\":\"ECON 450\",\"date\":\"2025-05-16 23:54:48 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b1b0744c33afbe274297751f\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzA3ODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"the most horrible prof. He is notorious for hating undergrads...Useless office hours...He doesn't understand why undergrads can't understand easy stuffs which in fact is hard for most of students, though.\\r Besides, no curves with extremely difficult exam...averaged about 30 out of 100\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-27 19:34:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8d2d0fbd021bbc89c94cb77d\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEzNTY3NDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"}],\"evidence_count\":4,\"review_ids\":[\"b1153e037b0a8e38d78e7c6d\",\"77ec62fee6bd8c767ba8e519\",\"b1b0744c33afbe274297751f\",\"8d2d0fbd021bbc89c94cb77d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"},{\"id\":\"rmp:1577890\",\"name\":\"Rasmus Lentz\"},{\"id\":\"rmp:579363\",\"name\":\"John Kennan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"The course is generally considered challenging with difficult exams and problem sets. However, with regular attendance and effort on homework, students report being able to succeed.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The material for this class was not incredibly difficult but the exams were definitely challenging. They do not consist of repeat homework problems but much more difficult ones that definitely challenge your understanding of the material\",\"course_id\":\"ECON 450\",\"date\":\"2013-05-21 22:17:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b1153e037b0a8e38d78e7c6d\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODA2ODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"the most horrible prof. He is notorious for hating undergrads...Useless office hours...He doesn't understand why undergrads can't understand easy stuffs which in fact is hard for most of students, though.\\r Besides, no curves with extremely difficult exam...averaged about 30 out of 100\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-27 19:34:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8d2d0fbd021bbc89c94cb77d\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEzNTY3NDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"},{\"comment\":\"Professor Chao Fu is an incredible instructor! She's extremely helpful, explains everything thoroughly with clear, logical structure, and her detailed slides, in-class exercises, and homework closely reflect the exams. I highly recommend going to every lecture: absolutely worth it to hear her walk through each concept and example in detail.\",\"course_id\":\"ECON 450\",\"date\":\"2025-04-29 19:30:56 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"38dbc62a9ee7c19026bde2ae\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDg5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"Bad. Just Plain Bad. Smart, yeah, but acts as if you should know most of what he's teaching already and figure out without any difficulty what's pretty hard material. Grading is too strict. The text is easy to follow but does you no good because his exams and homeworks have questions that come from absolutely nowhere. Impossible to prepare.\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-25 21:04:58 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f5441e9e31508eb8b80a17a\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEzNTYyNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"}],\"evidence_count\":4,\"review_ids\":[\"b1153e037b0a8e38d78e7c6d\",\"8d2d0fbd021bbc89c94cb77d\",\"38dbc62a9ee7c19026bde2ae\",\"6f5441e9e31508eb8b80a17a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"},{\"id\":\"rmp:579363\",\"name\":\"John Kennan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are described as tough and challenging, often harder than practice problems. Grading can be strict, particularly under Professor Kennan. Professor Fu's exams are seen as closely aligned with her detailed slides and exercises.\"}]}","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_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"be5f4966be86ce07f3e223b9e97003843a201b99fd11558d2fa577cbe650a5ec","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"649a957001293a9347819160bc57ee98bcbfdbf6adef0a75dc5cddb8aea39098\",\"course_id\":\"ECON 450\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.04 GPA, 43.2% A/AB (n=37 letter grades); Spring 2025: 2.95 GPA, 48.7% A/AB (n=39 letter grades); Spring 2026: 2.97 GPA, 44.4% A/AB (n=45 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"CHAO FU is recorded teaching in Fall 2010, Fall 2011, Spring 2012, Spring 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Fall 2017, Spring 2018, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Fall 2023, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"}],\"text\":\"JOHN KENNAN is recorded teaching in Fall 2007, Fall 2008. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"RASMUS LENTZ is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"5b8aae0530c6789d44f32e7a4d8b3f33dda9fe94832233dc9ad5fd83698209d5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ECON 301or311\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 301\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":311,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"311\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"5b8aae0530c6789d44f32e7a4d8b3f33dda9fe94832233dc9ad5fd83698209d5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON 301\",\"field\":\"description\",\"quote\":\"Contemporary theory of consumption, production, pricing and resource allocation.\"},{\"course_id\":\"ECON 311\",\"field\":\"description\",\"quote\":\"A mathematical approach to the theory of consumption, production, pricing and resource allocation.\"}],\"text\":\"Intermediate microeconomic theory\"}],\"search_phrases\":[\"ECON 450 labor market wages\",\"ECON 450 labor supply demand\",\"ECON 450 unemployment labor mobility\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand\"}],\"text\":\"Analyze economic and institutional forces determining labor supply and demand\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"wage theories, wages in the economy\"}],\"text\":\"Apply wage theories to understand wages in the economy\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"functioning of labor markets\"}],\"text\":\"Explain the functioning of labor markets\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"title\",\"quote\":\"WAGES AND THE LABOR MARKET\"},{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"Economic and institutional forces which determine labor supply and demand; wage theories, wages in the economy, the labor force, unemployment, wages, labor mobility, functioning of labor markets.\"}],\"text\":\"ECON 450 examines wages and the labor market, covering labor supply and demand, wage theories, unemployment, and labor mobility.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"labor supply and demand\"}],\"text\":\"Labor supply and demand\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"wage theories\"}],\"text\":\"Wage theories\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"unemployment\"}],\"text\":\"Unemployment\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"labor mobility\"}],\"text\":\"Labor mobility\"},{\"evidence\":[{\"course_id\":\"ECON 450\",\"field\":\"description\",\"quote\":\"functioning of labor markets\"}],\"text\":\"Functioning of labor markets\"}]}","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_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"5b8aae0530c6789d44f32e7a4d8b3f33dda9fe94832233dc9ad5fd83698209d5","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"You gotta attend the lectures, you can't get what you need from the textbook but you absolutely can from Professor Fu. Very good lecturer, goes into all the nuances and really tries to make things make sense within the broader context of econ. One of the best professors I've had at UW!\",\"course_id\":\"ECON 450\",\"date\":\"2025-02-14 06:17:20 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1297689cd2f0268d8db6d0c0\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNjcyMjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"Professor Chao Fu is an incredible instructor! She's extremely helpful, explains everything thoroughly with clear, logical structure, and her detailed slides, in-class exercises, and homework closely reflect the exams. I highly recommend going to every lecture: absolutely worth it to hear her walk through each concept and example in detail.\",\"course_id\":\"ECON 450\",\"date\":\"2025-04-29 19:30:56 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"38dbc62a9ee7c19026bde2ae\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDg5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"I took Rasmus spring semester and I think that this was his first time teaching Econ 450 in while. He did a great job. You have a problem set due once every two weeks and they will make you think and challenge your abilities, but in a good way. His tests are difficult, but similar to the problem sets and overall he is a great professor.\",\"course_id\":\"ECON 450\",\"date\":\"2017-05-04 20:16:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cca85d055696e069561e3db0\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MjE2ODgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"},{\"comment\":\"Bad. Just Plain Bad. Smart, yeah, but acts as if you should know most of what he's teaching already and figure out without any difficulty what's pretty hard material. Grading is too strict. The text is easy to follow but does you no good because his exams and homeworks have questions that come from absolutely nowhere. Impossible to prepare.\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-25 21:04:58 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f5441e9e31508eb8b80a17a\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEzNTYyNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"}],\"evidence_count\":4,\"review_ids\":[\"1297689cd2f0268d8db6d0c0\",\"38dbc62a9ee7c19026bde2ae\",\"cca85d055696e069561e3db0\",\"6f5441e9e31508eb8b80a17a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"},{\"id\":\"rmp:1577890\",\"name\":\"Rasmus Lentz\"},{\"id\":\"rmp:579363\",\"name\":\"John Kennan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"positive\",\"summary\":\"Recent reviews for Professor Chao Fu praise her clear explanations and helpful lectures. Professor Rasmus Lentz was also noted for helpful lectures. In contrast, Professor John Kennan was criticized for unclear teaching.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The material for this class was not incredibly difficult but the exams were definitely challenging. They do not consist of repeat homework problems but much more difficult ones that definitely challenge your understanding of the material\",\"course_id\":\"ECON 450\",\"date\":\"2013-05-21 22:17:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b1153e037b0a8e38d78e7c6d\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODA2ODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"I only have 2 courses left to finish my degree in economics, and Lentz has been my favorite econ professor by far.  His lectures are very helpful, and he keeps power lectures short with humor mixed in.  The problem sets are extremely difficult, but they are meant to challenge you so that you will do well on the exam.  Very fair, highly recommend.\",\"course_id\":\"ECON 450\",\"date\":\"2017-05-07 17:26:10 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"77ec62fee6bd8c767ba8e519\",\"instructor_id\":\"rmp:1577890\",\"instructor_name\":\"Rasmus Lentz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MjM5MjU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577890\"},{\"comment\":\"As long as you attend all the lectures and can complete the homework and in-class exercises by yourself, you can almost definitely get an A!\",\"course_id\":\"ECON 450\",\"date\":\"2025-05-16 23:54:48 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b1b0744c33afbe274297751f\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMzA3ODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"the most horrible prof. He is notorious for hating undergrads...Useless office hours...He doesn't understand why undergrads can't understand easy stuffs which in fact is hard for most of students, though.\\r Besides, no curves with extremely difficult exam...averaged about 30 out of 100\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-27 19:34:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8d2d0fbd021bbc89c94cb77d\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEzNTY3NDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"}],\"evidence_count\":4,\"review_ids\":[\"b1153e037b0a8e38d78e7c6d\",\"77ec62fee6bd8c767ba8e519\",\"b1b0744c33afbe274297751f\",\"8d2d0fbd021bbc89c94cb77d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"},{\"id\":\"rmp:1577890\",\"name\":\"Rasmus Lentz\"},{\"id\":\"rmp:579363\",\"name\":\"John Kennan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"The course is generally considered challenging with difficult exams and problem sets. However, with regular attendance and effort on homework, students report being able to succeed.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The material for this class was not incredibly difficult but the exams were definitely challenging. They do not consist of repeat homework problems but much more difficult ones that definitely challenge your understanding of the material\",\"course_id\":\"ECON 450\",\"date\":\"2013-05-21 22:17:21 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b1153e037b0a8e38d78e7c6d\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIxODA2ODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"the most horrible prof. He is notorious for hating undergrads...Useless office hours...He doesn't understand why undergrads can't understand easy stuffs which in fact is hard for most of students, though.\\r Besides, no curves with extremely difficult exam...averaged about 30 out of 100\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-27 19:34:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8d2d0fbd021bbc89c94cb77d\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEzNTY3NDk0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"},{\"comment\":\"Professor Chao Fu is an incredible instructor! She's extremely helpful, explains everything thoroughly with clear, logical structure, and her detailed slides, in-class exercises, and homework closely reflect the exams. I highly recommend going to every lecture: absolutely worth it to hear her walk through each concept and example in detail.\",\"course_id\":\"ECON 450\",\"date\":\"2025-04-29 19:30:56 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"38dbc62a9ee7c19026bde2ae\",\"instructor_id\":\"rmp:1551105\",\"instructor_name\":\"Chao FU\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMDg5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\"},{\"comment\":\"Bad. Just Plain Bad. Smart, yeah, but acts as if you should know most of what he's teaching already and figure out without any difficulty what's pretty hard material. Grading is too strict. The text is easy to follow but does you no good because his exams and homeworks have questions that come from absolutely nowhere. Impossible to prepare.\",\"course_id\":\"ECON 450\",\"date\":\"2007-10-25 21:04:58 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"6f5441e9e31508eb8b80a17a\",\"instructor_id\":\"rmp:579363\",\"instructor_name\":\"John Kennan\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTEzNTYyNDU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/579363\"}],\"evidence_count\":4,\"review_ids\":[\"b1153e037b0a8e38d78e7c6d\",\"8d2d0fbd021bbc89c94cb77d\",\"38dbc62a9ee7c19026bde2ae\",\"6f5441e9e31508eb8b80a17a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1551105\",\"name\":\"Chao FU\"},{\"id\":\"rmp:579363\",\"name\":\"John Kennan\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2007\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are described as tough and challenging, often harder than practice problems. Grading can be strict, particularly under Professor Kennan. Professor Fu's exams are seen as closely aligned with her detailed slides and exercises.\"}]}","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_91a1df85c82e29635060a630","course_id":"ECON 450","catalog_version_id":"e9594c95ed82cb988a84f82751fe1cff7219bf4954bb145fae4b49953307ad90","record_version_id":"1836859362448c102f155f2b76ea6a6e693090489a91a80846ae38ed23389a58","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"5b8aae0530c6789d44f32e7a4d8b3f33dda9fe94832233dc9ad5fd83698209d5","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"649a957001293a9347819160bc57ee98bcbfdbf6adef0a75dc5cddb8aea39098\",\"course_id\":\"ECON 450\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Chao FU\",\"review_date\":\"2013-05-21 22:17:21 +0000 UTC\",\"review_id\":\"b1153e037b0a8e38d78e7c6d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTIxODA2ODY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-04-01 19:39:04 +0000 UTC\",\"review_id\":\"aa5c558a3ce5aaa3d011e7c7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQwODUyNjg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"}],\"text\":\"Historical reviews of Chao FU: Exams are tough and require deep understanding rather than memorizing homework problems. The content is challenging, and exams test this understanding through difficult questions.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-02-14 06:17:20 +0000 UTC\",\"review_id\":\"1297689cd2f0268d8db6d0c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQwNjcyMjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-04-01 19:39:04 +0000 UTC\",\"review_id\":\"aa5c558a3ce5aaa3d011e7c7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQwODUyNjg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-05-16 23:54:48 +0000 UTC\",\"review_id\":\"b1b0744c33afbe274297751f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQxMzA3ODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2012-11-12 23:53:34 +0000 UTC\",\"review_id\":\"8040daa9a0754e4654a8a2e6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTIwODIxOTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2018-03-08 14:50:28 +0000 UTC\",\"review_id\":\"3ff77e88812a3e8c29e04cfe\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTI5NjM0OTE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"}],\"text\":\"Historical reviews of Chao FU: Chao Fu is a highly recommended lecturer who explains nuances and broader economic contexts effectively, though some find her delivery dry. Recent reviewers emphasize that attending lectures is crucial for success, as the material is challenging but manageable with effort. While the textbook is unnecessary, exams are tough and require deep understanding beyond simple homework repetition.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-02-14 06:17:20 +0000 UTC\",\"review_id\":\"1297689cd2f0268d8db6d0c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQwNjcyMjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-04-01 19:39:04 +0000 UTC\",\"review_id\":\"aa5c558a3ce5aaa3d011e7c7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQwODUyNjg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-05-16 23:54:48 +0000 UTC\",\"review_id\":\"b1b0744c33afbe274297751f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQxMzA3ODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"}],\"text\":\"Historical reviews of Chao FU: Recent reviews for Chao Fu describe the course as highly recommended with engaging lectures that provide necessary context beyond the textbook. While the content and exams are challenging, attending lectures and completing homework allows students to achieve high grades.\"},{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.04 GPA, 43.2% A/AB (n=37 letter grades); Spring 2025: 2.95 GPA, 48.7% A/AB (n=39 letter grades); Spring 2026: 2.97 GPA, 44.4% A/AB (n=45 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Chao FU\",\"review_date\":\"2018-03-08 14:50:28 +0000 UTC\",\"review_id\":\"3ff77e88812a3e8c29e04cfe\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTI5NjM0OTE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"},{\"instructor_name\":\"Chao FU\",\"review_date\":\"2025-02-14 06:17:20 +0000 UTC\",\"review_id\":\"1297689cd2f0268d8db6d0c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1551105\",\"source_review_id\":\"UmF0aW5nLTQwNjcyMjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1551105\",\"type\":\"review\"}],\"text\":\"Historical reviews of Chao FU: The textbook is unnecessary as all materials are posted online. Lectures are essential for understanding nuances, and Professor Fu is praised for making complex economic concepts clear and relevant.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"CHAO FU is recorded teaching in Fall 2010, Fall 2011, Spring 2012, Spring 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Fall 2017, Spring 2018, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Fall 2023, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"}],\"text\":\"JOHN KENNAN is recorded teaching in Fall 2007, Fall 2008. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ECON 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"source_record\":{\"entity_id\":\"f47755b3-61cd-3259-85a2-7f2ca0800082\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"RASMUS LENTZ is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2017. 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}]