[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"2afee0b5c5e3c81d6ab9f8746914cb4a636a1ee97a20a78c7da8b21af59e58b5","record_version_id":"e259e834bcaece375259f735c6c1803265ff794b10bb2db30bf26728200d60a7","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"6b2aadb95e4528adf37d525a0a7fbbaf7ffb8541edd70f71d4d15c168a1116ce","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"2afee0b5c5e3c81d6ab9f8746914cb4a636a1ee97a20a78c7da8b21af59e58b5","record_version_id":"e259e834bcaece375259f735c6c1803265ff794b10bb2db30bf26728200d60a7","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"6b2aadb95e4528adf37d525a0a7fbbaf7ffb8541edd70f71d4d15c168a1116ce","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Climate change and the role of applied economics in related policy analysis and research.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Applied economics\"}],\"search_phrases\":[\"climate change economics\",\"applied economics policy\",\"carbon emissions policy\",\"integrated assessment climate\",\"energy use environmental implications\",\"climate change land use impacts\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Evaluate policies for reducing carbon emissions using economic concepts such as marginal costs and total welfare.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Evaluate carbon emission reduction policies using marginal costs and total welfare\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Use of economic analysis and modeling for public policy design.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Apply economic analysis and modeling to public policy design\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Analyze the causes of and solutions for the sustainability challenge of climate change.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Analyze causes and solutions for climate change sustainability challenges\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"title\",\"quote\":\"CLIMATE CHANGE ECONOMICS AND POLICY\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"},{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Climate change and the role of applied economics in related policy analysis and research. Economics of mitigation, adaptation and geo-engineering; integrated assessment; environmental implications of energy use; climate change impacts on land use. Use of economic analysis and modeling for public policy design.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Examines climate change through applied economics, covering mitigation, adaptation, geo-engineering, integrated assessment, energy, and land use impacts for policy design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Economics of mitigation, adaptation and geo-engineering\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Mitigation, adaptation, and geo-engineering economics\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"integrated assessment\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Integrated assessment\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"environmental implications of energy use\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Environmental implications of energy use\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"climate change impacts on land use\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Climate change impacts on land use\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Understand why climate change arises due to a market failure.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Market failure origins of climate change\"}]}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"2afee0b5c5e3c81d6ab9f8746914cb4a636a1ee97a20a78c7da8b21af59e58b5","record_version_id":"e259e834bcaece375259f735c6c1803265ff794b10bb2db30bf26728200d60a7","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"6b2aadb95e4528adf37d525a0a7fbbaf7ffb8541edd70f71d4d15c168a1116ce","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"If you do not have to be in a class taught by Rutherford, avoid it. Not only does he not care about the classes he's teaching, he doesn't even try to hide it. I can't tell you the number of times he shows up to lecture late, \\\"apologizing\\\" because he isn't prepared to teach. Everything is unclear and he wont help or respond to questions via email. \",\"course_id\":\"AAE 246\",\"date\":\"2014-11-14 14:15:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"2c17fbbb41c27b82681245bb\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzODE1NzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"},{\"comment\":\"I was initially very excited to take this class, but I ended up being very disappointed.  It was obvious he was not very invested in teaching an undergrad course.  He's obviously very intelligent but is very poor at relaying that to others.  He was never prepared or organized and I never found him helpful when I went to him with questions.\",\"course_id\":\"AAE 246\",\"date\":\"2014-12-14 20:09:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9dde5e55652f3c8f066ef981\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI0MDc2ODc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"},{\"comment\":\"He was the worst professor I've ever had. His lectures are extremely boring and confusing. I was initially very interested in the material, but by the end of the semester, I just wanted to die.\",\"course_id\":\"AAE 246\",\"date\":\"2015-12-14 04:24:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"043b69e7c7e4b02e948e72bb\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI1Njc5MzM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"}],\"evidence_count\":3,\"review_ids\":[\"2c17fbbb41c27b82681245bb\",\"9dde5e55652f3c8f066ef981\",\"043b69e7c7e4b02e948e72bb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1816941\",\"name\":\"Thomas Rutherford\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1816941\",\"summary\":\"Cited reviews criticize Thomas Rutherford for unclear lectures, lack of preparation, and unresponsiveness to student questions.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Great class!\",\"course_id\":\"AAE 246\",\"date\":\"2013-11-06 10:37:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5353ff56983844c851a0b7b5\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMjY1MTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"},{\"comment\":\"One of the best professors I've had! he's very helpful, he is someone who wants students to learn about economics. Very nice! Great class! I learned a lot!\",\"course_id\":\"AAE 246\",\"date\":\"2013-12-29 21:48:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5fac6f3ce4b443921670993e\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNjcxOTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"}],\"evidence_count\":2,\"review_ids\":[\"5353ff56983844c851a0b7b5\",\"5fac6f3ce4b443921670993e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1816941\",\"name\":\"Thomas Rutherford\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1816941\",\"summary\":\"Cited reviews praise Thomas Rutherford as helpful and effective at teaching economics.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Corbett is one of my favorite professors on campus! He is funny, nice, and really cares about his student. Class is pretty easy if you go to class and discussion. Not much homework and exams are very easy.\",\"course_id\":\"AAE 246\",\"date\":\"2017-01-25 20:43:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5da45ac6a11887d051124e86\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3Nzc2MjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"Corbett's lectures are pretty interesting, and his tests are pretty easy. The course material is interesting. Would recommend this class.\",\"course_id\":\"AAE 246\",\"date\":\"2017-12-13 16:43:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"59f95ea90b1f36d7d8447434\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MTgwMzU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"There are very few teacher who care about learning rather than grades. Professor Corbett is one of them! Along with having a lenient curve, he explains the required concepts with many real life examples. He also makes a lot of complicated statistical and mathematical concepts look easy. He is extremely intelligent and considerate at the same time!\",\"course_id\":\"AAE 246\",\"date\":\"2020-12-16 23:23:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8bcf87d4748847ca33881032\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTA5MDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"This class was a lot of review for me but I really enjoyed it! Professor Corbett is so passionate and nice and it really shows. He makes such an effort to make sure you understand the material. He is intellegent and has a lot of experience. Quizzes similar to hw and ta session.\",\"course_id\":\"AAE 246\",\"date\":\"2025-03-05 19:50:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"56005298cbc3cdae5fc10046\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNzM4MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":4,\"review_ids\":[\"5da45ac6a11887d051124e86\",\"59f95ea90b1f36d7d8447434\",\"8bcf87d4748847ca33881032\",\"56005298cbc3cdae5fc10046\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1530972\",\"summary\":\"Cited reviews praise Corbett Grainger for clear explanations, engaging lectures, and making complex concepts accessible.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Corbett is one of my favorite professors on campus! He is funny, nice, and really cares about his student. Class is pretty easy if you go to class and discussion. Not much homework and exams are very easy.\",\"course_id\":\"AAE 246\",\"date\":\"2017-01-25 20:43:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5da45ac6a11887d051124e86\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3Nzc2MjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"Corbett's lectures are pretty interesting, and his tests are pretty easy. The course material is interesting. Would recommend this class.\",\"course_id\":\"AAE 246\",\"date\":\"2017-12-13 16:43:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"59f95ea90b1f36d7d8447434\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MTgwMzU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"He was a good professor who would discuss important and complex topics but the exams were extremely straight forward and easy. Going to discussion is pretty unnecessary, and he posts his lectures which is nice. Gives a generous curve at the end so if you give even the minimum effort you should be fine. Super funny, caring and nice dude.\",\"course_id\":\"AAE 246\",\"date\":\"2018-01-23 18:24:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ad4582903c856cb54e6a4802\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NDk0MTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"Quizzes and exams are the only factors in your grade, but they're pretty fair. Lectures matched up with exams, but sometimes were confusing to go through because Prof Grainger uses a lot of shorthand when writing them. Took this class online and it was a little disorganized, but I feel like I would've given him a 5 if I had taken it in person.\",\"course_id\":\"AAE 246\",\"date\":\"2021-03-15 19:08:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0cd29d9dbda363f5994ac700\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NDM5NDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"I loved him. The material for the course was extremely interesting and applicable. The class is graded almost entirely off exams, but they are extremely straightforward if you complete the discussion work, the review, and read over the slides. There are also weekly canvas quizzes that are pretty easy as well. I would recommend this class with him!\",\"course_id\":\"AAE 246\",\"date\":\"2022-05-20 19:56:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9bf5c140e4c0430ed0a16297\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MzgzNDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":5,\"review_ids\":[\"5da45ac6a11887d051124e86\",\"59f95ea90b1f36d7d8447434\",\"ad4582903c856cb54e6a4802\",\"0cd29d9dbda363f5994ac700\",\"9bf5c140e4c0430ed0a16297\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1530972\",\"summary\":\"Cited reviews describe Corbett Grainger's exams as easy or straightforward, with fair grading and generous curves.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"DO NOT TAKE HIM. WORST CLASS OF MY COLLEGE CAREER. He explained everything as if we had his same expert background as him. Did not teach, then gave very difficult exams that did not reflect what was attempted to be taught. \",\"course_id\":\"AAE 246\",\"date\":\"2022-10-27 16:54:38 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ef3562cf656a4d70d5bd071b\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzQ0ODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":1,\"review_ids\":[\"ef3562cf656a4d70d5bd071b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1530972\",\"summary\":\"One reviewer criticizes Corbett Grainger for assuming expert background knowledge and giving difficult exams that did not reflect taught material.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Dope class. Dope professor.\",\"course_id\":\"AAE 246\",\"date\":\"2016-12-18 02:13:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9953a7156172660ee0bb2383\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3NTUyMDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"Great class, great prof. He's funny, it's an interesting and important topic, and he's cute!\",\"course_id\":\"AAE 246\",\"date\":\"2017-12-23 22:23:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1b9cd23a621d2c2931f5273e\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MzI3MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"This was my favorite class at Wisconsin. I haven't had economics before and it was amazing! I'm recommending this to all of my friends. Go to his office hours and ask questions, he's very kind and helpful. \",\"course_id\":\"AAE 246\",\"date\":\"2023-05-26 14:20:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"62933416ebd846413203fd8a\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTkzMzQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":3,\"review_ids\":[\"9953a7156172660ee0bb2383\",\"1b9cd23a621d2c2931f5273e\",\"62933416ebd846413203fd8a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1530972\",\"summary\":\"Cited reviews recommend Corbett Grainger as a kind, passionate, and favorite professor for this course.\"}]}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"2afee0b5c5e3c81d6ab9f8746914cb4a636a1ee97a20a78c7da8b21af59e58b5","record_version_id":"e259e834bcaece375259f735c6c1803265ff794b10bb2db30bf26728200d60a7","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"6b2aadb95e4528adf37d525a0a7fbbaf7ffb8541edd70f71d4d15c168a1116ce","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"6d1c317168d451c7360450a550e03ee8666e0416c8c83c1e917bf09d7977a18c\",\"course_id\":\"AAE 246\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2022-05-20 19:56:55 +0000 UTC\",\"review_id\":\"9bf5c140e4c0430ed0a16297\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTM2MzgzNDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Grading relied almost entirely on exams that were straightforward if students completed discussion work, reviews, and read slides, alongside easy weekly canvas quizzes.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2020-12-16 23:23:45 +0000 UTC\",\"review_id\":\"8bcf87d4748847ca33881032\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTM0MTA5MDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Corbett Grainger taught this course with a focus on learning rather than grades, using real-life examples to explain complex statistical and mathematical concepts.\"},{\"citations\":[{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.65 GPA, 78.3% A/AB (n=23 letter grades); Fall 2024: 3.56 GPA, 75.0% A/AB (n=48 letter grades); Spring 2026: 2.79 GPA, 34.6% A/AB (n=26 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2017-01-25 20:43:39 +0000 UTC\",\"review_id\":\"5da45ac6a11887d051124e86\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTI3Nzc2MjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students found Corbett funny and caring, noting the class was easy if they attended lectures and discussions, with minimal homework and simple exams.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"CORBETT GRAINGER is recorded teaching in Fall 2016, Fall 2017, Fall 2020, Spring 2022, Spring 2023, Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"THOMAS RUTHERFORD is recorded teaching in Fall 2013, Fall 2014, Fall 2015. 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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"677d4b6041533e03d01d59230f39a6fac19e98ca2a99152521b2fff66d0fa370","record_version_id":"5918045a74c71fcdd201c05457401ffe10090a2035857e3d85c887026b563a1c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"47cc93e3ee85b8eada31d9c8f98cd634de61e23a37e58762ca45980b52dedfaf","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"677d4b6041533e03d01d59230f39a6fac19e98ca2a99152521b2fff66d0fa370","record_version_id":"5918045a74c71fcdd201c05457401ffe10090a2035857e3d85c887026b563a1c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"47cc93e3ee85b8eada31d9c8f98cd634de61e23a37e58762ca45980b52dedfaf","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"climate change economics policy\",\"applied economics environmental policy\",\"mitigation adaptation geo-engineering economics\",\"integrated assessment models policy\",\"energy use environmental implications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Use of economic analysis and modeling for public policy design\"}],\"text\":\"Applying economic analysis and modeling to public policy design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"title\",\"quote\":\"CLIMATE CHANGE ECONOMICS AND POLICY\"},{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Climate change and the role of applied economics in related policy analysis and research\"}],\"text\":\"Covers the role of applied economics in climate change policy analysis, research, and modeling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Economics of mitigation, adaptation and geo-engineering\"}],\"text\":\"Economics of mitigation, adaptation, and geo-engineering\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"integrated assessment\"}],\"text\":\"Integrated assessment\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"environmental implications of energy use\"}],\"text\":\"Environmental implications of energy use\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"climate change impacts on land use\"}],\"text\":\"Climate change impacts on land use\"}]}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"677d4b6041533e03d01d59230f39a6fac19e98ca2a99152521b2fff66d0fa370","record_version_id":"5918045a74c71fcdd201c05457401ffe10090a2035857e3d85c887026b563a1c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"47cc93e3ee85b8eada31d9c8f98cd634de61e23a37e58762ca45980b52dedfaf","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"677d4b6041533e03d01d59230f39a6fac19e98ca2a99152521b2fff66d0fa370","record_version_id":"5918045a74c71fcdd201c05457401ffe10090a2035857e3d85c887026b563a1c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e806742c60a385337e53691855cb2c8d5885c02520a40f684a69827e6c9ccac4","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"677d4b6041533e03d01d59230f39a6fac19e98ca2a99152521b2fff66d0fa370","record_version_id":"5918045a74c71fcdd201c05457401ffe10090a2035857e3d85c887026b563a1c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e806742c60a385337e53691855cb2c8d5885c02520a40f684a69827e6c9ccac4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"climate change economics policy\",\"applied economics environmental policy\",\"mitigation adaptation geo-engineering economics\",\"integrated assessment models policy\",\"energy use environmental implications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Use of economic analysis and modeling for public policy design\"}],\"text\":\"Applying economic analysis and modeling to public policy design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"title\",\"quote\":\"CLIMATE CHANGE ECONOMICS AND POLICY\"},{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Climate change and the role of applied economics in related policy analysis and research\"}],\"text\":\"Covers the role of applied economics in climate change policy analysis, research, and modeling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Economics of mitigation, adaptation and geo-engineering\"}],\"text\":\"Economics of mitigation, adaptation, and geo-engineering\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"integrated assessment\"}],\"text\":\"Integrated assessment\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"environmental implications of energy use\"}],\"text\":\"Environmental implications of energy use\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"climate change impacts on land use\"}],\"text\":\"Climate change impacts on land use\"}]}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"677d4b6041533e03d01d59230f39a6fac19e98ca2a99152521b2fff66d0fa370","record_version_id":"5918045a74c71fcdd201c05457401ffe10090a2035857e3d85c887026b563a1c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e806742c60a385337e53691855cb2c8d5885c02520a40f684a69827e6c9ccac4","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great class!\",\"course_id\":\"AAE 246\",\"date\":\"2013-11-06 10:37:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5353ff56983844c851a0b7b5\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMjY1MTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"},{\"comment\":\"If you do not have to be in a class taught by Rutherford, avoid it. Not only does he not care about the classes he's teaching, he doesn't even try to hide it. I can't tell you the number of times he shows up to lecture late, \\\"apologizing\\\" because he isn't prepared to teach. Everything is unclear and he wont help or respond to questions via email. \",\"course_id\":\"AAE 246\",\"date\":\"2014-11-14 14:15:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"2c17fbbb41c27b82681245bb\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzODE1NzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"},{\"comment\":\"Corbett is one of my favorite professors on campus! He is funny, nice, and really cares about his student. Class is pretty easy if you go to class and discussion. Not much homework and exams are very easy.\",\"course_id\":\"AAE 246\",\"date\":\"2017-01-25 20:43:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5da45ac6a11887d051124e86\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3Nzc2MjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"Quizzes and exams are the only factors in your grade, but they're pretty fair. Lectures matched up with exams, but sometimes were confusing to go through because Prof Grainger uses a lot of shorthand when writing them. Took this class online and it was a little disorganized, but I feel like I would've given him a 5 if I had taken it in person.\",\"course_id\":\"AAE 246\",\"date\":\"2021-03-15 19:08:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0cd29d9dbda363f5994ac700\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NDM5NDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":4,\"review_ids\":[\"5353ff56983844c851a0b7b5\",\"2c17fbbb41c27b82681245bb\",\"5da45ac6a11887d051124e86\",\"0cd29d9dbda363f5994ac700\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"},{\"id\":\"rmp:1816941\",\"name\":\"Thomas Rutherford\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor effectiveness varies significantly; some find him funny and helpful while others find lectures confusing or unprepared.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Corbett is one of my favorite professors on campus! He is funny, nice, and really cares about his student. Class is pretty easy if you go to class and discussion. Not much homework and exams are very easy.\",\"course_id\":\"AAE 246\",\"date\":\"2017-01-25 20:43:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5da45ac6a11887d051124e86\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3Nzc2MjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"Corbett's lectures are pretty interesting, and his tests are pretty easy. The course material is interesting. Would recommend this class.\",\"course_id\":\"AAE 246\",\"date\":\"2017-12-13 16:43:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"59f95ea90b1f36d7d8447434\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MTgwMzU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"He was a good professor who would discuss important and complex topics but the exams were extremely straight forward and easy. Going to discussion is pretty unnecessary, and he posts his lectures which is nice. Gives a generous curve at the end so if you give even the minimum effort you should be fine. Super funny, caring and nice dude.\",\"course_id\":\"AAE 246\",\"date\":\"2018-01-23 18:24:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ad4582903c856cb54e6a4802\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NDk0MTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"I loved him. The material for the course was extremely interesting and applicable. The class is graded almost entirely off exams, but they are extremely straightforward if you complete the discussion work, the review, and read over the slides. There are also weekly canvas quizzes that are pretty easy as well. I would recommend this class with him!\",\"course_id\":\"AAE 246\",\"date\":\"2022-05-20 19:56:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9bf5c140e4c0430ed0a16297\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MzgzNDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":4,\"review_ids\":[\"5da45ac6a11887d051124e86\",\"59f95ea90b1f36d7d8447434\",\"ad4582903c856cb54e6a4802\",\"9bf5c140e4c0430ed0a16297\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"summary\":\"Exams and quizzes are generally considered easy, straightforward, and fair, often with a generous curve.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"One of the best professors I've had! he's very helpful, he is someone who wants students to learn about economics. Very nice! Great class! I learned a lot!\",\"course_id\":\"AAE 246\",\"date\":\"2013-12-29 21:48:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5fac6f3ce4b443921670993e\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNjcxOTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"},{\"comment\":\"Dope class. Dope professor.\",\"course_id\":\"AAE 246\",\"date\":\"2016-12-18 02:13:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9953a7156172660ee0bb2383\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3NTUyMDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"This was my favorite class at Wisconsin. I haven't had economics before and it was amazing! I'm recommending this to all of my friends. Go to his office hours and ask questions, he's very kind and helpful. \",\"course_id\":\"AAE 246\",\"date\":\"2023-05-26 14:20:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"62933416ebd846413203fd8a\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTkzMzQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"This class was a lot of review for me but I really enjoyed it! Professor Corbett is so passionate and nice and it really shows. He makes such an effort to make sure you understand the material. He is intellegent and has a lot of experience. Quizzes similar to hw and ta session.\",\"course_id\":\"AAE 246\",\"date\":\"2025-03-05 19:50:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"56005298cbc3cdae5fc10046\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNzM4MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":4,\"review_ids\":[\"5fac6f3ce4b443921670993e\",\"9953a7156172660ee0bb2383\",\"62933416ebd846413203fd8a\",\"56005298cbc3cdae5fc10046\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"},{\"id\":\"rmp:1816941\",\"name\":\"Thomas Rutherford\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"summary\":\"Many students highly recommend the class and professor for being caring, funny, and passionate, though experiences can be polarized.\"}]}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"2afee0b5c5e3c81d6ab9f8746914cb4a636a1ee97a20a78c7da8b21af59e58b5","record_version_id":"e259e834bcaece375259f735c6c1803265ff794b10bb2db30bf26728200d60a7","job_id":"enrich-6556a505c10f448d98d02466","output_id":"2884699a07e9dd109791ff9ac5de848b2f8d6d28ad08f94c74c583481d0b5840","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"2afee0b5c5e3c81d6ab9f8746914cb4a636a1ee97a20a78c7da8b21af59e58b5","record_version_id":"e259e834bcaece375259f735c6c1803265ff794b10bb2db30bf26728200d60a7","job_id":"enrich-6556a505c10f448d98d02466","output_id":"2884699a07e9dd109791ff9ac5de848b2f8d6d28ad08f94c74c583481d0b5840","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Climate change and the role of applied economics in related policy analysis and research.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Applied economics\"}],\"search_phrases\":[\"climate change economics\",\"applied economics policy\",\"carbon emissions policy\",\"integrated assessment climate\",\"energy use environmental implications\",\"climate change land use impacts\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Evaluate policies for reducing carbon emissions using economic concepts such as marginal costs and total welfare.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Evaluate carbon emission reduction policies using marginal costs and total welfare\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Use of economic analysis and modeling for public policy design.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Apply economic analysis and modeling to public policy design\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Analyze the causes of and solutions for the sustainability challenge of climate change.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Analyze causes and solutions for climate change sustainability challenges\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"title\",\"quote\":\"CLIMATE CHANGE ECONOMICS AND POLICY\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"},{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Climate change and the role of applied economics in related policy analysis and research. Economics of mitigation, adaptation and geo-engineering; integrated assessment; environmental implications of energy use; climate change impacts on land use. Use of economic analysis and modeling for public policy design.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Examines climate change through applied economics, covering mitigation, adaptation, geo-engineering, integrated assessment, energy, and land use impacts for policy design.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Economics of mitigation, adaptation and geo-engineering\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Mitigation, adaptation, and geo-engineering economics\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"integrated assessment\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Integrated assessment\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"environmental implications of energy use\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Environmental implications of energy use\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"climate change impacts on land use\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Climate change impacts on land use\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Understand why climate change arises due to a market failure.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Market failure origins of climate change\"}]}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"2afee0b5c5e3c81d6ab9f8746914cb4a636a1ee97a20a78c7da8b21af59e58b5","record_version_id":"e259e834bcaece375259f735c6c1803265ff794b10bb2db30bf26728200d60a7","job_id":"enrich-6556a505c10f448d98d02466","output_id":"2884699a07e9dd109791ff9ac5de848b2f8d6d28ad08f94c74c583481d0b5840","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"If you do not have to be in a class taught by Rutherford, avoid it. Not only does he not care about the classes he's teaching, he doesn't even try to hide it. I can't tell you the number of times he shows up to lecture late, \\\"apologizing\\\" because he isn't prepared to teach. Everything is unclear and he wont help or respond to questions via email. \",\"course_id\":\"AAE 246\",\"date\":\"2014-11-14 14:15:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"2c17fbbb41c27b82681245bb\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzODE1NzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"},{\"comment\":\"I was initially very excited to take this class, but I ended up being very disappointed.  It was obvious he was not very invested in teaching an undergrad course.  He's obviously very intelligent but is very poor at relaying that to others.  He was never prepared or organized and I never found him helpful when I went to him with questions.\",\"course_id\":\"AAE 246\",\"date\":\"2014-12-14 20:09:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9dde5e55652f3c8f066ef981\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI0MDc2ODc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"},{\"comment\":\"He was the worst professor I've ever had. His lectures are extremely boring and confusing. I was initially very interested in the material, but by the end of the semester, I just wanted to die.\",\"course_id\":\"AAE 246\",\"date\":\"2015-12-14 04:24:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"043b69e7c7e4b02e948e72bb\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTI1Njc5MzM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"}],\"evidence_count\":3,\"review_ids\":[\"2c17fbbb41c27b82681245bb\",\"9dde5e55652f3c8f066ef981\",\"043b69e7c7e4b02e948e72bb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1816941\",\"name\":\"Thomas Rutherford\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2014\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1816941\",\"summary\":\"Cited reviews criticize Thomas Rutherford for unclear lectures, lack of preparation, and unresponsiveness to student questions.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Great class!\",\"course_id\":\"AAE 246\",\"date\":\"2013-11-06 10:37:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5353ff56983844c851a0b7b5\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMjY1MTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"},{\"comment\":\"One of the best professors I've had! he's very helpful, he is someone who wants students to learn about economics. Very nice! Great class! I learned a lot!\",\"course_id\":\"AAE 246\",\"date\":\"2013-12-29 21:48:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5fac6f3ce4b443921670993e\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNjcxOTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"}],\"evidence_count\":2,\"review_ids\":[\"5353ff56983844c851a0b7b5\",\"5fac6f3ce4b443921670993e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1816941\",\"name\":\"Thomas Rutherford\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1816941\",\"summary\":\"Cited reviews praise Thomas Rutherford as helpful and effective at teaching economics.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Corbett is one of my favorite professors on campus! He is funny, nice, and really cares about his student. Class is pretty easy if you go to class and discussion. Not much homework and exams are very easy.\",\"course_id\":\"AAE 246\",\"date\":\"2017-01-25 20:43:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5da45ac6a11887d051124e86\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3Nzc2MjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"Corbett's lectures are pretty interesting, and his tests are pretty easy. The course material is interesting. Would recommend this class.\",\"course_id\":\"AAE 246\",\"date\":\"2017-12-13 16:43:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"59f95ea90b1f36d7d8447434\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MTgwMzU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"There are very few teacher who care about learning rather than grades. Professor Corbett is one of them! Along with having a lenient curve, he explains the required concepts with many real life examples. He also makes a lot of complicated statistical and mathematical concepts look easy. He is extremely intelligent and considerate at the same time!\",\"course_id\":\"AAE 246\",\"date\":\"2020-12-16 23:23:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8bcf87d4748847ca33881032\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTA5MDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"This class was a lot of review for me but I really enjoyed it! Professor Corbett is so passionate and nice and it really shows. He makes such an effort to make sure you understand the material. He is intellegent and has a lot of experience. Quizzes similar to hw and ta session.\",\"course_id\":\"AAE 246\",\"date\":\"2025-03-05 19:50:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"56005298cbc3cdae5fc10046\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNzM4MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":4,\"review_ids\":[\"5da45ac6a11887d051124e86\",\"59f95ea90b1f36d7d8447434\",\"8bcf87d4748847ca33881032\",\"56005298cbc3cdae5fc10046\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1530972\",\"summary\":\"Cited reviews praise Corbett Grainger for clear explanations, engaging lectures, and making complex concepts accessible.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Corbett is one of my favorite professors on campus! He is funny, nice, and really cares about his student. Class is pretty easy if you go to class and discussion. Not much homework and exams are very easy.\",\"course_id\":\"AAE 246\",\"date\":\"2017-01-25 20:43:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5da45ac6a11887d051124e86\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3Nzc2MjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"Corbett's lectures are pretty interesting, and his tests are pretty easy. The course material is interesting. Would recommend this class.\",\"course_id\":\"AAE 246\",\"date\":\"2017-12-13 16:43:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"59f95ea90b1f36d7d8447434\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MTgwMzU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"He was a good professor who would discuss important and complex topics but the exams were extremely straight forward and easy. Going to discussion is pretty unnecessary, and he posts his lectures which is nice. Gives a generous curve at the end so if you give even the minimum effort you should be fine. Super funny, caring and nice dude.\",\"course_id\":\"AAE 246\",\"date\":\"2018-01-23 18:24:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ad4582903c856cb54e6a4802\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NDk0MTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"Quizzes and exams are the only factors in your grade, but they're pretty fair. Lectures matched up with exams, but sometimes were confusing to go through because Prof Grainger uses a lot of shorthand when writing them. Took this class online and it was a little disorganized, but I feel like I would've given him a 5 if I had taken it in person.\",\"course_id\":\"AAE 246\",\"date\":\"2021-03-15 19:08:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0cd29d9dbda363f5994ac700\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NDM5NDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"I loved him. The material for the course was extremely interesting and applicable. The class is graded almost entirely off exams, but they are extremely straightforward if you complete the discussion work, the review, and read over the slides. There are also weekly canvas quizzes that are pretty easy as well. I would recommend this class with him!\",\"course_id\":\"AAE 246\",\"date\":\"2022-05-20 19:56:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9bf5c140e4c0430ed0a16297\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MzgzNDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":5,\"review_ids\":[\"5da45ac6a11887d051124e86\",\"59f95ea90b1f36d7d8447434\",\"ad4582903c856cb54e6a4802\",\"0cd29d9dbda363f5994ac700\",\"9bf5c140e4c0430ed0a16297\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1530972\",\"summary\":\"Cited reviews describe Corbett Grainger's exams as easy or straightforward, with fair grading and generous curves.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"DO NOT TAKE HIM. WORST CLASS OF MY COLLEGE CAREER. He explained everything as if we had his same expert background as him. Did not teach, then gave very difficult exams that did not reflect what was attempted to be taught. \",\"course_id\":\"AAE 246\",\"date\":\"2022-10-27 16:54:38 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"ef3562cf656a4d70d5bd071b\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2NzQ0ODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":1,\"review_ids\":[\"ef3562cf656a4d70d5bd071b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1530972\",\"summary\":\"One reviewer criticizes Corbett Grainger for assuming expert background knowledge and giving difficult exams that did not reflect taught material.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Dope class. Dope professor.\",\"course_id\":\"AAE 246\",\"date\":\"2016-12-18 02:13:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9953a7156172660ee0bb2383\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3NTUyMDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"Great class, great prof. He's funny, it's an interesting and important topic, and he's cute!\",\"course_id\":\"AAE 246\",\"date\":\"2017-12-23 22:23:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"1b9cd23a621d2c2931f5273e\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MzI3MzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"This was my favorite class at Wisconsin. I haven't had economics before and it was amazing! I'm recommending this to all of my friends. Go to his office hours and ask questions, he's very kind and helpful. \",\"course_id\":\"AAE 246\",\"date\":\"2023-05-26 14:20:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"62933416ebd846413203fd8a\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTkzMzQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":3,\"review_ids\":[\"9953a7156172660ee0bb2383\",\"1b9cd23a621d2c2931f5273e\",\"62933416ebd846413203fd8a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:1530972\",\"summary\":\"Cited reviews recommend Corbett Grainger as a kind, passionate, and favorite professor for this course.\"}]}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"677d4b6041533e03d01d59230f39a6fac19e98ca2a99152521b2fff66d0fa370","record_version_id":"5918045a74c71fcdd201c05457401ffe10090a2035857e3d85c887026b563a1c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"def98b37a7414e0b4665324076996db1dd955d09d9d816b0b24c745ba60b16b4","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"677d4b6041533e03d01d59230f39a6fac19e98ca2a99152521b2fff66d0fa370","record_version_id":"5918045a74c71fcdd201c05457401ffe10090a2035857e3d85c887026b563a1c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"def98b37a7414e0b4665324076996db1dd955d09d9d816b0b24c745ba60b16b4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"climate change economics policy\",\"applied economics environmental policy\",\"mitigation adaptation geo-engineering economics\",\"integrated assessment models policy\",\"energy use environmental implications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Use of economic analysis and modeling for public policy design\"}],\"text\":\"Applying economic analysis and modeling to public policy design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"title\",\"quote\":\"CLIMATE CHANGE ECONOMICS AND POLICY\"},{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Climate change and the role of applied economics in related policy analysis and research\"}],\"text\":\"Covers the role of applied economics in climate change policy analysis, research, and modeling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"Economics of mitigation, adaptation and geo-engineering\"}],\"text\":\"Economics of mitigation, adaptation, and geo-engineering\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"integrated assessment\"}],\"text\":\"Integrated assessment\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"environmental implications of energy use\"}],\"text\":\"Environmental implications of energy use\"},{\"evidence\":[{\"course_id\":\"AAE 246\",\"field\":\"description\",\"quote\":\"climate change impacts on land use\"}],\"text\":\"Climate change impacts on land use\"}]}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"677d4b6041533e03d01d59230f39a6fac19e98ca2a99152521b2fff66d0fa370","record_version_id":"5918045a74c71fcdd201c05457401ffe10090a2035857e3d85c887026b563a1c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"def98b37a7414e0b4665324076996db1dd955d09d9d816b0b24c745ba60b16b4","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great class!\",\"course_id\":\"AAE 246\",\"date\":\"2013-11-06 10:37:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5353ff56983844c851a0b7b5\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyMjY1MTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"},{\"comment\":\"If you do not have to be in a class taught by Rutherford, avoid it. Not only does he not care about the classes he's teaching, he doesn't even try to hide it. I can't tell you the number of times he shows up to lecture late, \\\"apologizing\\\" because he isn't prepared to teach. Everything is unclear and he wont help or respond to questions via email. \",\"course_id\":\"AAE 246\",\"date\":\"2014-11-14 14:15:26 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"2c17fbbb41c27b82681245bb\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTIzODE1NzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"},{\"comment\":\"Corbett is one of my favorite professors on campus! He is funny, nice, and really cares about his student. Class is pretty easy if you go to class and discussion. Not much homework and exams are very easy.\",\"course_id\":\"AAE 246\",\"date\":\"2017-01-25 20:43:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5da45ac6a11887d051124e86\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3Nzc2MjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"Quizzes and exams are the only factors in your grade, but they're pretty fair. Lectures matched up with exams, but sometimes were confusing to go through because Prof Grainger uses a lot of shorthand when writing them. Took this class online and it was a little disorganized, but I feel like I would've given him a 5 if I had taken it in person.\",\"course_id\":\"AAE 246\",\"date\":\"2021-03-15 19:08:28 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0cd29d9dbda363f5994ac700\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NDM5NDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":4,\"review_ids\":[\"5353ff56983844c851a0b7b5\",\"2c17fbbb41c27b82681245bb\",\"5da45ac6a11887d051124e86\",\"0cd29d9dbda363f5994ac700\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"},{\"id\":\"rmp:1816941\",\"name\":\"Thomas Rutherford\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2013\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor effectiveness varies significantly; some find him funny and helpful while others find lectures confusing or unprepared.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Corbett is one of my favorite professors on campus! He is funny, nice, and really cares about his student. Class is pretty easy if you go to class and discussion. Not much homework and exams are very easy.\",\"course_id\":\"AAE 246\",\"date\":\"2017-01-25 20:43:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5da45ac6a11887d051124e86\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3Nzc2MjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"Corbett's lectures are pretty interesting, and his tests are pretty easy. The course material is interesting. Would recommend this class.\",\"course_id\":\"AAE 246\",\"date\":\"2017-12-13 16:43:06 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"59f95ea90b1f36d7d8447434\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5MTgwMzU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"He was a good professor who would discuss important and complex topics but the exams were extremely straight forward and easy. Going to discussion is pretty unnecessary, and he posts his lectures which is nice. Gives a generous curve at the end so if you give even the minimum effort you should be fine. Super funny, caring and nice dude.\",\"course_id\":\"AAE 246\",\"date\":\"2018-01-23 18:24:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ad4582903c856cb54e6a4802\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI5NDk0MTk2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"I loved him. The material for the course was extremely interesting and applicable. The class is graded almost entirely off exams, but they are extremely straightforward if you complete the discussion work, the review, and read over the slides. There are also weekly canvas quizzes that are pretty easy as well. I would recommend this class with him!\",\"course_id\":\"AAE 246\",\"date\":\"2022-05-20 19:56:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9bf5c140e4c0430ed0a16297\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MzgzNDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":4,\"review_ids\":[\"5da45ac6a11887d051124e86\",\"59f95ea90b1f36d7d8447434\",\"ad4582903c856cb54e6a4802\",\"9bf5c140e4c0430ed0a16297\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"summary\":\"Exams and quizzes are generally considered easy, straightforward, and fair, often with a generous curve.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"One of the best professors I've had! he's very helpful, he is someone who wants students to learn about economics. Very nice! Great class! I learned a lot!\",\"course_id\":\"AAE 246\",\"date\":\"2013-12-29 21:48:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5fac6f3ce4b443921670993e\",\"instructor_id\":\"rmp:1816941\",\"instructor_name\":\"Thomas Rutherford\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNjcxOTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\"},{\"comment\":\"Dope class. Dope professor.\",\"course_id\":\"AAE 246\",\"date\":\"2016-12-18 02:13:55 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9953a7156172660ee0bb2383\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3NTUyMDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"This was my favorite class at Wisconsin. I haven't had economics before and it was amazing! I'm recommending this to all of my friends. Go to his office hours and ask questions, he's very kind and helpful. \",\"course_id\":\"AAE 246\",\"date\":\"2023-05-26 14:20:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"62933416ebd846413203fd8a\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTkzMzQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"},{\"comment\":\"This class was a lot of review for me but I really enjoyed it! Professor Corbett is so passionate and nice and it really shows. He makes such an effort to make sure you understand the material. He is intellegent and has a lot of experience. Quizzes similar to hw and ta session.\",\"course_id\":\"AAE 246\",\"date\":\"2025-03-05 19:50:59 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"56005298cbc3cdae5fc10046\",\"instructor_id\":\"rmp:1530972\",\"instructor_name\":\"Corbett Grainger\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNzM4MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\"}],\"evidence_count\":4,\"review_ids\":[\"5fac6f3ce4b443921670993e\",\"9953a7156172660ee0bb2383\",\"62933416ebd846413203fd8a\",\"56005298cbc3cdae5fc10046\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1530972\",\"name\":\"Corbett Grainger\"},{\"id\":\"rmp:1816941\",\"name\":\"Thomas Rutherford\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"summary\":\"Many students highly recommend the class and professor for being caring, funny, and passionate, though experiences can be polarized.\"}]}","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_9aef0857964ff0beeddeae13","course_id":"AAE 246","catalog_version_id":"677d4b6041533e03d01d59230f39a6fac19e98ca2a99152521b2fff66d0fa370","record_version_id":"5918045a74c71fcdd201c05457401ffe10090a2035857e3d85c887026b563a1c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"def98b37a7414e0b4665324076996db1dd955d09d9d816b0b24c745ba60b16b4","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"44b4cb489af01e39f2e26d847cf0e612a81c388596374873f827e39619ebb772\",\"course_id\":\"AAE 246\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2017-01-25 20:43:39 +0000 UTC\",\"review_id\":\"5da45ac6a11887d051124e86\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTI3Nzc2MjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"},{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2022-05-20 19:56:55 +0000 UTC\",\"review_id\":\"9bf5c140e4c0430ed0a16297\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTM2MzgzNDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"},{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2025-03-05 19:50:59 +0000 UTC\",\"review_id\":\"56005298cbc3cdae5fc10046\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTQwNzM4MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"}],\"text\":\"Historical reviews of Corbett Grainger: Reviewers characterize the workload as manageable, with easy exams and quizzes if students attend discussions and complete review materials. Preparation involves attending class, doing homework, and reading slides, which reviewers find straightforward.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Thomas Rutherford\",\"review_date\":\"2013-11-06 10:37:02 +0000 UTC\",\"review_id\":\"5353ff56983844c851a0b7b5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1816941\",\"source_review_id\":\"UmF0aW5nLTIyMjY1MTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\",\"type\":\"review\"},{\"instructor_name\":\"Thomas Rutherford\",\"review_date\":\"2013-12-29 21:48:52 +0000 UTC\",\"review_id\":\"5fac6f3ce4b443921670993e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1816941\",\"source_review_id\":\"UmF0aW5nLTIyNjcxOTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\",\"type\":\"review\"},{\"instructor_name\":\"Thomas Rutherford\",\"review_date\":\"2014-11-14 14:15:26 +0000 UTC\",\"review_id\":\"2c17fbbb41c27b82681245bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1816941\",\"source_review_id\":\"UmF0aW5nLTIzODE1NzI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\",\"type\":\"review\"},{\"instructor_name\":\"Thomas Rutherford\",\"review_date\":\"2014-12-14 20:09:23 +0000 UTC\",\"review_id\":\"9dde5e55652f3c8f066ef981\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1816941\",\"source_review_id\":\"UmF0aW5nLTI0MDc2ODc5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\",\"type\":\"review\"},{\"instructor_name\":\"Thomas Rutherford\",\"review_date\":\"2015-12-14 04:24:50 +0000 UTC\",\"review_id\":\"043b69e7c7e4b02e948e72bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1816941\",\"source_review_id\":\"UmF0aW5nLTI1Njc5MzM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1816941\",\"type\":\"review\"}],\"text\":\"Thomas Rutherford received polarized reviews, with some praising his helpfulness and others citing unprepared lectures and poor communication. Historical feedback highlights significant inconsistency in his teaching quality and student support.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2016-12-18 02:13:55 +0000 UTC\",\"review_id\":\"9953a7156172660ee0bb2383\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTI3NTUyMDYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"},{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2017-01-25 20:43:39 +0000 UTC\",\"review_id\":\"5da45ac6a11887d051124e86\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTI3Nzc2MjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"},{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2020-12-16 23:23:45 +0000 UTC\",\"review_id\":\"8bcf87d4748847ca33881032\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTM0MTA5MDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"},{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2022-05-20 19:56:55 +0000 UTC\",\"review_id\":\"9bf5c140e4c0430ed0a16297\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTM2MzgzNDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"},{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2023-05-26 14:20:57 +0000 UTC\",\"review_id\":\"62933416ebd846413203fd8a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTM3OTkzMzQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"},{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2025-03-05 19:50:59 +0000 UTC\",\"review_id\":\"56005298cbc3cdae5fc10046\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTQwNzM4MzE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"}],\"text\":\"Historical reviews of Corbett Grainger: Reviewers for Corbett Grainger describe the class as engaging and the professor as helpful and passionate. They note that he makes complex economic concepts accessible and that the course material is interesting and applicable.\"},{\"citations\":[{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.65 GPA, 78.3% A/AB (n=23 letter grades); Fall 2024: 3.56 GPA, 75.0% A/AB (n=48 letter grades); Spring 2026: 2.79 GPA, 34.6% A/AB (n=26 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2020-12-16 23:23:45 +0000 UTC\",\"review_id\":\"8bcf87d4748847ca33881032\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTM0MTA5MDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"},{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2022-05-20 19:56:55 +0000 UTC\",\"review_id\":\"9bf5c140e4c0430ed0a16297\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTM2MzgzNDM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"},{\"instructor_name\":\"Corbett Grainger\",\"review_date\":\"2023-05-26 14:20:57 +0000 UTC\",\"review_id\":\"62933416ebd846413203fd8a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1530972\",\"source_review_id\":\"UmF0aW5nLTM3OTkzMzQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1530972\",\"type\":\"review\"}],\"text\":\"Historical reviews of Corbett Grainger: Reviewers appreciate the use of real-life examples and the lenient grading curve. Office hours are highlighted as a resource for clarification, with reviewers noting the professor's kindness and willingness to help students understand the material.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"CORBETT GRAINGER is recorded teaching in Fall 2016, Fall 2017, Fall 2020, Spring 2022, Spring 2023, Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"AAE 246\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"source_record\":{\"entity_id\":\"eddec662-ecd7-3720-aba6-17b0481447ab\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"THOMAS RUTHERFORD is recorded teaching in Fall 2013, Fall 2014, Fall 2015. 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}]