[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4a3dca6a82475963931cdfcb391676646e96d978f75e1571347c0925a5c253f3","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431), or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"OTM\"],\"timing\":\"prior\"},\"evidence\":\"OTM 300\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"(GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431)\",\"id\":\"n4\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":306,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 306\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 310\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":331,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 331\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":309,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 309\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":431,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"431\",\"id\":\"n10\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n2 references missing nodes: n5.","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_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4a3dca6a82475963931cdfcb391676646e96d978f75e1571347c0925a5c253f3","section":"search_profile","status":"invalid","value_json":null,"candidate_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"OTM 300\",\"field\":\"description\",\"quote\":\"Managing operations and supply chains is about people, information, equipment, and materials and how these are combined to produce and/or deliver goods and services to customers.\"}],\"text\":\"Foundations in operations and supply chain management systems and processes.\"},{\"evidence\":[{\"course_id\":\"GENBUS 306\",\"field\":\"description\",\"quote\":\"Development of quantitative intuition through practical applications and use of analysis tools. Specifically, emphasis will be on how to manage, summarize, explore, and visualize databases.\"}],\"text\":\"Quantitative intuition and database management, summarization, exploration, and visualization.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"Introduction to analysis of economic data. The techniques of descriptive statistics and statistical inference (hypothesis testing and estimation) as directed toward application in economic research.\"}],\"text\":\"Descriptive statistics, statistical inference, hypothesis testing, and estimation for data analysis.\"},{\"evidence\":[{\"course_id\":\"MATH 331\",\"field\":\"description\",\"quote\":\"Topics covered include axioms of probability, random variables, the most important discrete and continuous probability distributions, expectation and variance, conditional probability and conditional expectations, Markov's and Chebyshev's inequalities, laws of large numbers, and the central limit theorem.\"}],\"text\":\"Probability theory, random variables, distributions, expectation, variance, and limit theorems.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 309\",\"field\":\"description\",\"quote\":\"Probability and combinatorial methods, discrete and continuous, univariate and multivariate distributions, expected values, moments, normal distribution and derived distributions, estimation.\"}],\"text\":\"Probability, combinatorial methods, distributions, expected values, moments, and estimation.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 431\",\"field\":\"description\",\"quote\":\"Topics covered include axioms of probability, random variables, the most important discrete and continuous probability distributions, expectation and variance, moment generating functions, conditional probability and conditional expectations, multivariate distributions, Markov's and Chebyshev's inequalities, laws of large numbers, and the central limit theorem.\"}],\"text\":\"Probability theory, random variables, distributions, moment generating functions, and limit theorems.\"}],\"search_phrases\":[\"operations analytics\",\"supply chain data analysis\",\"prescriptive analytics tools\",\"business case studies operations\",\"descriptive predictive prescriptive analytics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"Application of analytical methodologies to operations and supply chain problems.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Touching on all three dimensions of analytics (descriptive, predictive, and prescriptive).\"}],\"text\":\"Application of descriptive, predictive, and prescriptive analytics.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Explore, analyze, and utilize such data in a hands-on way, using a variety of software tools.\"}],\"text\":\"Hands-on exploration, analysis, and utilization of data using software tools.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"title\",\"quote\":\"OPERATIONS ANALYTICS\"},{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"OTM 453 teaches the application of descriptive, predictive, and prescriptive analytics to operations and supply chain problems using real industry data and case studies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"Analytical methodologies for operations and supply chain problems.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Touching on all three dimensions of analytics (descriptive, predictive, and prescriptive).\"}],\"text\":\"Descriptive, predictive, and prescriptive analytics.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Significantly driven by a set of case problems as opposed to systematic coverage of methodologies.\"}],\"text\":\"Case-based problem solving in operations analytics.\"}]}","error":"Invalid evidence for OTM 453.description: 'Touching on all three dimensions of analytics (descriptive, predictive, and prescriptive).'. Copy a short exact substring from supplied text; do not paraphrase or invent omitted text.","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4a3dca6a82475963931cdfcb391676646e96d978f75e1571347c0925a5c253f3","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_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"857c0828da73155cae94ed82f00e35e4bce63cc0d185f2ed500ffd27517bec24","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431), or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"OTM\"],\"timing\":\"prior\"},\"evidence\":\"OTM 300\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n5\",\"n6\",\"n7\",\"n8\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"(GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431)\",\"id\":\"n4\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":306,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 306\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 310\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":331,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 331\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":309,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 309\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":431,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"431\",\"id\":\"n9\",\"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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"857c0828da73155cae94ed82f00e35e4bce63cc0d185f2ed500ffd27517bec24","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"OTM 300\",\"field\":\"description\",\"quote\":\"Managing operations and supply chains is about people, information, equipment, and materials and how these are combined to produce and/or deliver goods and services to customers.\"}],\"text\":\"Foundations in operations and supply chain management systems and processes.\"},{\"evidence\":[{\"course_id\":\"GENBUS 306\",\"field\":\"description\",\"quote\":\"Development of quantitative intuition through practical applications and use of analysis tools. Specifically, emphasis will be on how to manage, summarize, explore, and visualize databases.\"}],\"text\":\"Quantitative intuition and database management, summarization, exploration, and visualization.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"Introduction to analysis of economic data. The techniques of descriptive statistics and statistical inference (hypothesis testing and estimation) as directed toward application in economic research.\"}],\"text\":\"Descriptive statistics, statistical inference, hypothesis testing, and estimation for data analysis.\"},{\"evidence\":[{\"course_id\":\"MATH 331\",\"field\":\"description\",\"quote\":\"Topics covered include axioms of probability, random variables, the most important discrete and continuous probability distributions, expectation and variance, conditional probability and conditional expectations, Markov's and Chebyshev's inequalities, laws of large numbers, and the central limit theorem.\"}],\"text\":\"Probability theory, random variables, distributions, expectation, variance, and limit theorems.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 309\",\"field\":\"description\",\"quote\":\"Probability and combinatorial methods, discrete and continuous, univariate and multivariate distributions, expected values, moments, normal distribution and derived distributions, estimation.\"}],\"text\":\"Probability, combinatorial methods, distributions, expected values, moments, and estimation.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 431\",\"field\":\"description\",\"quote\":\"Topics covered include axioms of probability, random variables, the most important discrete and continuous probability distributions, expectation and variance, moment generating functions, conditional probability and conditional expectations, multivariate distributions, Markov's and Chebyshev's inequalities, laws of large numbers, and the central limit theorem.\"}],\"text\":\"Probability theory, random variables, distributions, moment generating functions, and limit theorems.\"}],\"search_phrases\":[\"operations analytics\",\"supply chain data analysis\",\"prescriptive analytics tools\",\"business case studies operations\",\"descriptive predictive prescriptive analytics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"Application of analytical methodologies to operations and supply chain problems.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"all three dimensions of analytics (descriptive, predictive, and prescriptive).\"}],\"text\":\"Application of descriptive, predictive, and prescriptive analytics.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Explore, analyze, and utilize such data in a hands-on way, using a variety of software tools.\"}],\"text\":\"Hands-on exploration, analysis, and utilization of data using software tools.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"title\",\"quote\":\"OPERATIONS ANALYTICS\"},{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"OTM 453 teaches the application of descriptive, predictive, and prescriptive analytics to operations and supply chain problems using real industry data and case studies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"Analytical methodologies for operations and supply chain problems.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"all three dimensions of analytics (descriptive, predictive, and prescriptive).\"}],\"text\":\"Descriptive, predictive, and prescriptive analytics.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Significantly driven by a set of case problems as opposed to systematic coverage of methodologies.\"}],\"text\":\"Case-based problem solving in operations analytics.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"857c0828da73155cae94ed82f00e35e4bce63cc0d185f2ed500ffd27517bec24","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Just the kindest and most compassionate professor. Fair assignments I actually really enjoyed. Know though that many are group projects. Ended up loving this class! Even got to see his dog Mabel :)\",\"course_id\":\"OTM 453\",\"date\":\"2025-05-02 19:52:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b56c651b0b550fb264ac35f\",\"instructor_id\":\"rmp:2590897\",\"instructor_name\":\"Greg DeCroix\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\"}],\"evidence_count\":1,\"review_ids\":[\"2b56c651b0b550fb264ac35f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2590897\",\"name\":\"Greg DeCroix\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Professor Greg DeCroix is described as kind and compassionate, indicating clear and supportive teaching.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Just the kindest and most compassionate professor. Fair assignments I actually really enjoyed. Know though that many are group projects. Ended up loving this class! Even got to see his dog Mabel :)\",\"course_id\":\"OTM 453\",\"date\":\"2025-05-02 19:52:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b56c651b0b550fb264ac35f\",\"instructor_id\":\"rmp:2590897\",\"instructor_name\":\"Greg DeCroix\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\"}],\"evidence_count\":1,\"review_ids\":[\"2b56c651b0b550fb264ac35f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2590897\",\"name\":\"Greg DeCroix\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Assignments are fair and enjoyable, suggesting a well-designed assessment structure.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Just the kindest and most compassionate professor. Fair assignments I actually really enjoyed. Know though that many are group projects. Ended up loving this class! Even got to see his dog Mabel :)\",\"course_id\":\"OTM 453\",\"date\":\"2025-05-02 19:52:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b56c651b0b550fb264ac35f\",\"instructor_id\":\"rmp:2590897\",\"instructor_name\":\"Greg DeCroix\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\"}],\"evidence_count\":1,\"review_ids\":[\"2b56c651b0b550fb264ac35f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2590897\",\"name\":\"Greg DeCroix\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"While many group projects are involved, the student ended up loving the class, indicating a positive experience with project-based learning.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-789789da373eecc1ff75f626","output_id":"68b436863812e1e2b31ec8a9049b7ed7101ae3d18693ea996e9da89822d25de4","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431), or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"OTM\"],\"timing\":\"prior\"},\"evidence\":\"OTM 300\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n5\",\"n6\",\"n7\",\"n8\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"(GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431)\",\"id\":\"n4\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":306,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 306\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 310\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":331,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 331\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":309,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 309\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":431,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"431\",\"id\":\"n9\",\"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_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-789789da373eecc1ff75f626","output_id":"68b436863812e1e2b31ec8a9049b7ed7101ae3d18693ea996e9da89822d25de4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"OTM 300\",\"field\":\"description\",\"quote\":\"Managing operations and supply chains is about people, information, equipment, and materials and how these are combined to produce and/or deliver goods and services to customers.\"}],\"text\":\"Foundations in operations and supply chain management systems and processes.\"},{\"evidence\":[{\"course_id\":\"GENBUS 306\",\"field\":\"description\",\"quote\":\"Development of quantitative intuition through practical applications and use of analysis tools. Specifically, emphasis will be on how to manage, summarize, explore, and visualize databases.\"}],\"text\":\"Quantitative intuition and database management, summarization, exploration, and visualization.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"Introduction to analysis of economic data. The techniques of descriptive statistics and statistical inference (hypothesis testing and estimation) as directed toward application in economic research.\"}],\"text\":\"Descriptive statistics, statistical inference, hypothesis testing, and estimation for data analysis.\"},{\"evidence\":[{\"course_id\":\"MATH 331\",\"field\":\"description\",\"quote\":\"Topics covered include axioms of probability, random variables, the most important discrete and continuous probability distributions, expectation and variance, conditional probability and conditional expectations, Markov's and Chebyshev's inequalities, laws of large numbers, and the central limit theorem.\"}],\"text\":\"Probability theory, random variables, distributions, expectation, variance, and limit theorems.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 309\",\"field\":\"description\",\"quote\":\"Probability and combinatorial methods, discrete and continuous, univariate and multivariate distributions, expected values, moments, normal distribution and derived distributions, estimation.\"}],\"text\":\"Probability, combinatorial methods, distributions, expected values, moments, and estimation.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 431\",\"field\":\"description\",\"quote\":\"Topics covered include axioms of probability, random variables, the most important discrete and continuous probability distributions, expectation and variance, moment generating functions, conditional probability and conditional expectations, multivariate distributions, Markov's and Chebyshev's inequalities, laws of large numbers, and the central limit theorem.\"}],\"text\":\"Probability theory, random variables, distributions, moment generating functions, and limit theorems.\"}],\"search_phrases\":[\"operations analytics\",\"supply chain data analysis\",\"prescriptive analytics tools\",\"business case studies operations\",\"descriptive predictive prescriptive analytics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"Application of analytical methodologies to operations and supply chain problems.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"all three dimensions of analytics (descriptive, predictive, and prescriptive).\"}],\"text\":\"Application of descriptive, predictive, and prescriptive analytics.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Explore, analyze, and utilize such data in a hands-on way, using a variety of software tools.\"}],\"text\":\"Hands-on exploration, analysis, and utilization of data using software tools.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"title\",\"quote\":\"OPERATIONS ANALYTICS\"},{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"OTM 453 teaches the application of descriptive, predictive, and prescriptive analytics to operations and supply chain problems using real industry data and case studies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"Analytical methodologies for operations and supply chain problems.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"all three dimensions of analytics (descriptive, predictive, and prescriptive).\"}],\"text\":\"Descriptive, predictive, and prescriptive analytics.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Significantly driven by a set of case problems as opposed to systematic coverage of methodologies.\"}],\"text\":\"Case-based problem solving in operations analytics.\"}]}","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_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-789789da373eecc1ff75f626","output_id":"68b436863812e1e2b31ec8a9049b7ed7101ae3d18693ea996e9da89822d25de4","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_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"696c9eb01d76c256d95cd0bdcc5c487852fa48f8caf0fad766d8fb9d3e297bb1","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431), or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"OTM\"],\"timing\":\"prior\"},\"evidence\":\"OTM 300\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n5\",\"n6\",\"n7\",\"n8\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"(GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431)\",\"id\":\"n4\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":306,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 306\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 310\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":331,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 331\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":309,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 309\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":431,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"431\",\"id\":\"n9\",\"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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"696c9eb01d76c256d95cd0bdcc5c487852fa48f8caf0fad766d8fb9d3e297bb1","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"OTM 300\",\"field\":\"description\",\"quote\":\"Managing operations and supply chains is about people, information, equipment, and materials and how these are combined to produce and/or deliver goods and services to customers.\"}],\"text\":\"Foundations in operations and supply chain management systems and processes.\"},{\"evidence\":[{\"course_id\":\"GENBUS 306\",\"field\":\"description\",\"quote\":\"Development of quantitative intuition through practical applications and use of analysis tools. Specifically, emphasis will be on how to manage, summarize, explore, and visualize databases.\"}],\"text\":\"Quantitative intuition and database management, summarization, exploration, and visualization.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"Introduction to analysis of economic data. The techniques of descriptive statistics and statistical inference (hypothesis testing and estimation) as directed toward application in economic research.\"}],\"text\":\"Descriptive statistics, statistical inference, hypothesis testing, and estimation for data analysis.\"},{\"evidence\":[{\"course_id\":\"MATH 331\",\"field\":\"description\",\"quote\":\"Topics covered include axioms of probability, random variables, the most important discrete and continuous probability distributions, expectation and variance, conditional probability and conditional expectations, Markov's and Chebyshev's inequalities, laws of large numbers, and the central limit theorem.\"}],\"text\":\"Probability theory, random variables, distributions, expectation, variance, and limit theorems.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 309\",\"field\":\"description\",\"quote\":\"Probability and combinatorial methods, discrete and continuous, univariate and multivariate distributions, expected values, moments, normal distribution and derived distributions, estimation.\"}],\"text\":\"Probability, combinatorial methods, distributions, expected values, moments, and estimation.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 431\",\"field\":\"description\",\"quote\":\"Topics covered include axioms of probability, random variables, the most important discrete and continuous probability distributions, expectation and variance, moment generating functions, conditional probability and conditional expectations, multivariate distributions, Markov's and Chebyshev's inequalities, laws of large numbers, and the central limit theorem.\"}],\"text\":\"Probability theory, random variables, distributions, moment generating functions, and limit theorems.\"}],\"search_phrases\":[\"operations analytics\",\"supply chain data analysis\",\"prescriptive analytics tools\",\"business case studies operations\",\"descriptive predictive prescriptive analytics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"Application of analytical methodologies to operations and supply chain problems.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"all three dimensions of analytics (descriptive, predictive, and prescriptive).\"}],\"text\":\"Application of descriptive, predictive, and prescriptive analytics.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Explore, analyze, and utilize such data in a hands-on way, using a variety of software tools.\"}],\"text\":\"Hands-on exploration, analysis, and utilization of data using software tools.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"title\",\"quote\":\"OPERATIONS ANALYTICS\"},{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"OTM 453 teaches the application of descriptive, predictive, and prescriptive analytics to operations and supply chain problems using real industry data and case studies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"Analytical methodologies for operations and supply chain problems.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"all three dimensions of analytics (descriptive, predictive, and prescriptive).\"}],\"text\":\"Descriptive, predictive, and prescriptive analytics.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Significantly driven by a set of case problems as opposed to systematic coverage of methodologies.\"}],\"text\":\"Case-based problem solving in operations analytics.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"696c9eb01d76c256d95cd0bdcc5c487852fa48f8caf0fad766d8fb9d3e297bb1","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Just the kindest and most compassionate professor. Fair assignments I actually really enjoyed. Know though that many are group projects. Ended up loving this class! Even got to see his dog Mabel :)\",\"course_id\":\"OTM 453\",\"date\":\"2025-05-02 19:52:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b56c651b0b550fb264ac35f\",\"instructor_id\":\"rmp:2590897\",\"instructor_name\":\"Greg DeCroix\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\"}],\"evidence_count\":1,\"review_ids\":[\"2b56c651b0b550fb264ac35f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2590897\",\"name\":\"Greg DeCroix\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Professor Greg DeCroix is described as kind and compassionate, indicating clear and supportive teaching.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Just the kindest and most compassionate professor. Fair assignments I actually really enjoyed. Know though that many are group projects. Ended up loving this class! Even got to see his dog Mabel :)\",\"course_id\":\"OTM 453\",\"date\":\"2025-05-02 19:52:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b56c651b0b550fb264ac35f\",\"instructor_id\":\"rmp:2590897\",\"instructor_name\":\"Greg DeCroix\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\"}],\"evidence_count\":1,\"review_ids\":[\"2b56c651b0b550fb264ac35f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2590897\",\"name\":\"Greg DeCroix\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Assignments are fair and enjoyable, suggesting a well-designed assessment structure.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Just the kindest and most compassionate professor. Fair assignments I actually really enjoyed. Know though that many are group projects. Ended up loving this class! Even got to see his dog Mabel :)\",\"course_id\":\"OTM 453\",\"date\":\"2025-05-02 19:52:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b56c651b0b550fb264ac35f\",\"instructor_id\":\"rmp:2590897\",\"instructor_name\":\"Greg DeCroix\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\"}],\"evidence_count\":1,\"review_ids\":[\"2b56c651b0b550fb264ac35f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2590897\",\"name\":\"Greg DeCroix\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"While many group projects are involved, the student ended up loving the class, indicating a positive experience with project-based learning.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"696c9eb01d76c256d95cd0bdcc5c487852fa48f8caf0fad766d8fb9d3e297bb1","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"1b762d1f0ed2f715bc23ed1f268ea4ff5690cf66851c883113839dc261e9e2bc\",\"course_id\":\"OTM 453\",\"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\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.68 GPA, 90.9% A/AB (n=66 letter grades); Spring 2025: 3.51 GPA, 84.6% A/AB (n=78 letter grades); Spring 2026: 3.52 GPA, 79.2% A/AB (n=53 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"GREGORY DECROIX is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"ee1d5ef3667cc74cd0636ea678fb4b94a4937e1ec738b06384d16d2092b7eb04","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431), or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"OTM 300and (GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"OTM\"],\"timing\":\"prior\"},\"evidence\":\"OTM 300\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n5\",\"n6\",\"n7\",\"n8\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"(GEN BUS 306,ECON 310,MATH 331,STAT/MATH 309, or431)\",\"id\":\"n4\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":306,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 306\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 310\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":331,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 331\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":309,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 309\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":431,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"431\",\"id\":\"n9\",\"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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"ee1d5ef3667cc74cd0636ea678fb4b94a4937e1ec738b06384d16d2092b7eb04","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"OTM 300\",\"field\":\"description\",\"quote\":\"Managing operations and supply chains is about people, information, equipment, and materials and how these are combined to produce and/or deliver goods and services to customers.\"}],\"text\":\"Foundations in operations and supply chain management systems and processes.\"},{\"evidence\":[{\"course_id\":\"GENBUS 306\",\"field\":\"description\",\"quote\":\"Development of quantitative intuition through practical applications and use of analysis tools. Specifically, emphasis will be on how to manage, summarize, explore, and visualize databases.\"}],\"text\":\"Quantitative intuition and database management, summarization, exploration, and visualization.\"},{\"evidence\":[{\"course_id\":\"ECON 310\",\"field\":\"description\",\"quote\":\"Introduction to analysis of economic data. The techniques of descriptive statistics and statistical inference (hypothesis testing and estimation) as directed toward application in economic research.\"}],\"text\":\"Descriptive statistics, statistical inference, hypothesis testing, and estimation for data analysis.\"},{\"evidence\":[{\"course_id\":\"MATH 331\",\"field\":\"description\",\"quote\":\"Topics covered include axioms of probability, random variables, the most important discrete and continuous probability distributions, expectation and variance, conditional probability and conditional expectations, Markov's and Chebyshev's inequalities, laws of large numbers, and the central limit theorem.\"}],\"text\":\"Probability theory, random variables, distributions, expectation, variance, and limit theorems.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 309\",\"field\":\"description\",\"quote\":\"Probability and combinatorial methods, discrete and continuous, univariate and multivariate distributions, expected values, moments, normal distribution and derived distributions, estimation.\"}],\"text\":\"Probability, combinatorial methods, distributions, expected values, moments, and estimation.\"},{\"evidence\":[{\"course_id\":\"MATH/STAT 431\",\"field\":\"description\",\"quote\":\"Topics covered include axioms of probability, random variables, the most important discrete and continuous probability distributions, expectation and variance, moment generating functions, conditional probability and conditional expectations, multivariate distributions, Markov's and Chebyshev's inequalities, laws of large numbers, and the central limit theorem.\"}],\"text\":\"Probability theory, random variables, distributions, moment generating functions, and limit theorems.\"}],\"search_phrases\":[\"operations analytics\",\"supply chain data analysis\",\"prescriptive analytics tools\",\"business case studies operations\",\"descriptive predictive prescriptive analytics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"Application of analytical methodologies to operations and supply chain problems.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"all three dimensions of analytics (descriptive, predictive, and prescriptive).\"}],\"text\":\"Application of descriptive, predictive, and prescriptive analytics.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Explore, analyze, and utilize such data in a hands-on way, using a variety of software tools.\"}],\"text\":\"Hands-on exploration, analysis, and utilization of data using software tools.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"title\",\"quote\":\"OPERATIONS ANALYTICS\"},{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"OTM 453 teaches the application of descriptive, predictive, and prescriptive analytics to operations and supply chain problems using real industry data and case studies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Focuses on the application of analytical methodologies to problems that arise in the context of a company's operations and supply chains.\"}],\"text\":\"Analytical methodologies for operations and supply chain problems.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"all three dimensions of analytics (descriptive, predictive, and prescriptive).\"}],\"text\":\"Descriptive, predictive, and prescriptive analytics.\"},{\"evidence\":[{\"course_id\":\"OTM 453\",\"field\":\"description\",\"quote\":\"Significantly driven by a set of case problems as opposed to systematic coverage of methodologies.\"}],\"text\":\"Case-based problem solving in operations analytics.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"ee1d5ef3667cc74cd0636ea678fb4b94a4937e1ec738b06384d16d2092b7eb04","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Just the kindest and most compassionate professor. Fair assignments I actually really enjoyed. Know though that many are group projects. Ended up loving this class! Even got to see his dog Mabel :)\",\"course_id\":\"OTM 453\",\"date\":\"2025-05-02 19:52:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b56c651b0b550fb264ac35f\",\"instructor_id\":\"rmp:2590897\",\"instructor_name\":\"Greg DeCroix\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\"}],\"evidence_count\":1,\"review_ids\":[\"2b56c651b0b550fb264ac35f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2590897\",\"name\":\"Greg DeCroix\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Professor Greg DeCroix is described as kind and compassionate, indicating clear and supportive teaching.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Just the kindest and most compassionate professor. Fair assignments I actually really enjoyed. Know though that many are group projects. Ended up loving this class! Even got to see his dog Mabel :)\",\"course_id\":\"OTM 453\",\"date\":\"2025-05-02 19:52:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b56c651b0b550fb264ac35f\",\"instructor_id\":\"rmp:2590897\",\"instructor_name\":\"Greg DeCroix\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\"}],\"evidence_count\":1,\"review_ids\":[\"2b56c651b0b550fb264ac35f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2590897\",\"name\":\"Greg DeCroix\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Assignments are fair and enjoyable, suggesting a well-designed assessment structure.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"Just the kindest and most compassionate professor. Fair assignments I actually really enjoyed. Know though that many are group projects. Ended up loving this class! Even got to see his dog Mabel :)\",\"course_id\":\"OTM 453\",\"date\":\"2025-05-02 19:52:47 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b56c651b0b550fb264ac35f\",\"instructor_id\":\"rmp:2590897\",\"instructor_name\":\"Greg DeCroix\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\"}],\"evidence_count\":1,\"review_ids\":[\"2b56c651b0b550fb264ac35f\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2590897\",\"name\":\"Greg DeCroix\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"While many group projects are involved, the student ended up loving the class, indicating a positive experience with project-based learning.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_98d3b88fef60209ab5b8bac5","course_id":"OTM 453","catalog_version_id":"2f9c3fdb01365a49e5d77c8bdd4f7be4d56a3ebc67baab8b3b50d5e7d71723ce","record_version_id":"4d47ff23281148626bcefe8bf79eec6453b9472fe7575adccfe7d4a22c5728b1","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"ee1d5ef3667cc74cd0636ea678fb4b94a4937e1ec738b06384d16d2092b7eb04","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"1b762d1f0ed2f715bc23ed1f268ea4ff5690cf66851c883113839dc261e9e2bc\",\"course_id\":\"OTM 453\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Greg DeCroix\",\"review_date\":\"2025-05-02 19:52:47 +0000 UTC\",\"review_id\":\"2b56c651b0b550fb264ac35f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2590897\",\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\",\"type\":\"review\"}],\"text\":\"Historical reviews of Greg DeCroix: The course involves many group projects, which students should be aware of when considering the workload.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Greg DeCroix\",\"review_date\":\"2025-05-02 19:52:47 +0000 UTC\",\"review_id\":\"2b56c651b0b550fb264ac35f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2590897\",\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\",\"type\":\"review\"}],\"text\":\"Historical reviews of Greg DeCroix: Greg DeCroix is described as kind and compassionate, with fair assignments that students enjoyed. However, the course involves many group projects, which is a notable aspect of the workload.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Greg DeCroix\",\"review_date\":\"2025-05-02 19:52:47 +0000 UTC\",\"review_id\":\"2b56c651b0b550fb264ac35f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2590897\",\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\",\"type\":\"review\"}],\"text\":\"Historical reviews of Greg DeCroix: Greg DeCroix is described as kind and compassionate, with fair assignments that students enjoyed, leading to a positive overall experience.\"},{\"citations\":[{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.68 GPA, 90.9% A/AB (n=66 letter grades); Spring 2025: 3.51 GPA, 84.6% A/AB (n=78 letter grades); Spring 2026: 3.52 GPA, 79.2% A/AB (n=53 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Greg DeCroix\",\"review_date\":\"2025-05-02 19:52:47 +0000 UTC\",\"review_id\":\"2b56c651b0b550fb264ac35f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2590897\",\"source_review_id\":\"UmF0aW5nLTQxMTM3MzI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2590897\",\"type\":\"review\"}],\"text\":\"Historical reviews of Greg DeCroix: Students reported loving the class due to the professor's kindness and engaging, fair assignments.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"OTM 453\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"source_record\":{\"entity_id\":\"37c44c22-2b95-381f-b883-a82ce832b5e9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"GREGORY DECROIX is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]