[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"10c462355bc106be6adf4ae8df2070c30441063d54fe4d282c8b73924607c219","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"(ACT SCI 640,GEN BUS 656,STAT 333, or340), or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":640,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 640\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":656,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 656\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"STAT 333, or340\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 333\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or340\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n6\",\"kind\":\"condition\"}],\"notes\":[\"Reference 'ACT SCI 640' maps to ACTSCI 640.\",\"Reference 'GEN BUS 656' maps to GENBUS 656.\",\"Reference 'STAT 333' maps to STAT 333.\",\"Reference 'or340' maps to STAT 340.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n0 references itself; remove the self-reference.\nNode n3 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n2, n3, n4, n5, n6; connect all conditions and exclusions to the root.","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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"10c462355bc106be6adf4ae8df2070c30441063d54fe4d282c8b73924607c219","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"Utilizes the R programming language.\"},{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Teaches how to explore, model, and analyze data using R.\"}],\"text\":\"Proficiency in R programming for data analysis and modeling.\"},{\"evidence\":[{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"A foundational understanding of linear regression and how it is used for prediction, feature selection and interpretation.\"},{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Topics include basic probability models; the central limit theorem; Monte Carlo simulation; one- and two-sample hypothesis testing; Bayesian inference; linear and logistic regression; ANOVA; the bootstrap; random forests and cross-validation.\"}],\"text\":\"Foundational knowledge of statistical regression and predictive modeling techniques.\"}],\"search_phrases\":[\"health analytics statistical tools\",\"health data analysis R\",\"introductory health statistics\",\"health research statistical methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"hands-on practice of learning and using statistical tools to analyze these topics\"}],\"text\":\"Applying statistical tools to health research topics.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"integrating how researchers from multiple perspectives have investigated various aspects of health\"}],\"text\":\"Integrating multi-perspective health research findings.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"Introduction to the broad area of health, integrating how researchers from multiple perspectives have investigated various aspects of health, along with the hands-on practice of learning and using statistical tools to analyze these topics.\"}],\"text\":\"Introduction to health analytics integrating multi-perspective health research and hands-on statistical tool application.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"various aspects of health\"}],\"text\":\"Various aspects of health.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"statistical tools to analyze these topics\"}],\"text\":\"Statistical tools for health topic analysis.\"}]}","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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"10c462355bc106be6adf4ae8df2070c30441063d54fe4d282c8b73924607c219","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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2d6cd2e184f2e88b0725699e59efcd8b035b50467213772bdedaaf14a262e39e","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(ACT SCI 640,GEN BUS 656,STAT 333, or340), or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":640,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 640\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":656,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 656\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"STAT 333, or340\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 333\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or340\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n6\",\"kind\":\"condition\"}],\"notes\":[\"Reference 'ACT SCI 640' maps to ACTSCI 640.\",\"Reference 'GEN BUS 656' maps to GENBUS 656.\",\"Reference 'STAT 333' maps to STAT 333.\",\"Reference 'or340' maps to STAT 340.\"],\"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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2d6cd2e184f2e88b0725699e59efcd8b035b50467213772bdedaaf14a262e39e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"Utilizes the R programming language.\"},{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Teaches how to explore, model, and analyze data using R.\"}],\"text\":\"Proficiency in R programming for data analysis and modeling.\"},{\"evidence\":[{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"A foundational understanding of linear regression and how it is used for prediction, feature selection and interpretation.\"},{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Topics include basic probability models; the central limit theorem; Monte Carlo simulation; one- and two-sample hypothesis testing; Bayesian inference; linear and logistic regression; ANOVA; the bootstrap; random forests and cross-validation.\"}],\"text\":\"Foundational knowledge of statistical regression and predictive modeling techniques.\"}],\"search_phrases\":[\"health analytics statistical tools\",\"health data analysis R\",\"introductory health statistics\",\"health research statistical methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"hands-on practice of learning and using statistical tools to analyze these topics\"}],\"text\":\"Applying statistical tools to health research topics.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"integrating how researchers from multiple perspectives have investigated various aspects of health\"}],\"text\":\"Integrating multi-perspective health research findings.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"Introduction to the broad area of health, integrating how researchers from multiple perspectives have investigated various aspects of health, along with the hands-on practice of learning and using statistical tools to analyze these topics.\"}],\"text\":\"Introduction to health analytics integrating multi-perspective health research and hands-on statistical tool application.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"various aspects of health\"}],\"text\":\"Various aspects of health.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"statistical tools to analyze these topics\"}],\"text\":\"Statistical tools for health topic analysis.\"}]}","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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2d6cd2e184f2e88b0725699e59efcd8b035b50467213772bdedaaf14a262e39e","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Stay away from this course if you just want to find something for the analytics requirement. This course has vague grading schemes and it's very demanding. It's a heavily discussion-based course, but it's poorly designed and the materials are not beneficial and relevant to the project. Plus, the graders give bad grades.\",\"course_id\":\"ACTSCI 655\",\"date\":\"2021-05-06 12:25:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f5f9dc612ae6a86de8b290a1\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0NzIwOTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"},{\"comment\":\"A very involved professor that innovates the way students learn in class to be ready for an office workspace with meeting style lectures, article discussions, and analytics assignments. It felt like a course for graduate students, but if you do everything as instructed, you won't be lost\",\"course_id\":\"ACTSCI 655\",\"date\":\"2025-12-23 00:17:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c8642111004eaa55a6119a06\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzc5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"}],\"evidence_count\":2,\"review_ids\":[\"f5f9dc612ae6a86de8b290a1\",\"c8642111004eaa55a6119a06\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor is innovative and involved, using meeting-style lectures and discussions, but some students find the course poorly designed with vague grading schemes.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Stay away from this course if you just want to find something for the analytics requirement. This course has vague grading schemes and it's very demanding. It's a heavily discussion-based course, but it's poorly designed and the materials are not beneficial and relevant to the project. Plus, the graders give bad grades.\",\"course_id\":\"ACTSCI 655\",\"date\":\"2021-05-06 12:25:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f5f9dc612ae6a86de8b290a1\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0NzIwOTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"}],\"evidence_count\":1,\"review_ids\":[\"f5f9dc612ae6a86de8b290a1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"The course is described as very demanding and heavily discussion-based, with materials that some students find not beneficial or relevant to the project.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"A very involved professor that innovates the way students learn in class to be ready for an office workspace with meeting style lectures, article discussions, and analytics assignments. It felt like a course for graduate students, but if you do everything as instructed, you won't be lost\",\"course_id\":\"ACTSCI 655\",\"date\":\"2025-12-23 00:17:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c8642111004eaa55a6119a06\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzc5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"},{\"comment\":\"Very well rounded. \",\"course_id\":\"ACTSCI 655\",\"date\":\"2026-04-11 04:35:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5bc84c0418c1f525a661c312\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyODE1OTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"}],\"evidence_count\":2,\"review_ids\":[\"c8642111004eaa55a6119a06\",\"5bc84c0418c1f525a661c312\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Despite some criticisms, the course is considered very well-rounded and prepares students for an office workspace, with high quality ratings from those who follow instructions.\"}]}","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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-789789da373eecc1ff75f626","output_id":"4ba2dbc18eb6cf5690ab3115cc08ecd50b8ce56b869cdb6890b170f0d4806d68","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(ACT SCI 640,GEN BUS 656,STAT 333, or340), or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":640,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 640\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":656,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 656\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"STAT 333, or340\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 333\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or340\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n6\",\"kind\":\"condition\"}],\"notes\":[\"Reference 'ACT SCI 640' maps to ACTSCI 640.\",\"Reference 'GEN BUS 656' maps to GENBUS 656.\",\"Reference 'STAT 333' maps to STAT 333.\",\"Reference 'or340' maps to STAT 340.\"],\"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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-789789da373eecc1ff75f626","output_id":"4ba2dbc18eb6cf5690ab3115cc08ecd50b8ce56b869cdb6890b170f0d4806d68","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"Utilizes the R programming language.\"},{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Teaches how to explore, model, and analyze data using R.\"}],\"text\":\"Proficiency in R programming for data analysis and modeling.\"},{\"evidence\":[{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"A foundational understanding of linear regression and how it is used for prediction, feature selection and interpretation.\"},{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Topics include basic probability models; the central limit theorem; Monte Carlo simulation; one- and two-sample hypothesis testing; Bayesian inference; linear and logistic regression; ANOVA; the bootstrap; random forests and cross-validation.\"}],\"text\":\"Foundational knowledge of statistical regression and predictive modeling techniques.\"}],\"search_phrases\":[\"health analytics statistical tools\",\"health data analysis R\",\"introductory health statistics\",\"health research statistical methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"hands-on practice of learning and using statistical tools to analyze these topics\"}],\"text\":\"Applying statistical tools to health research topics.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"integrating how researchers from multiple perspectives have investigated various aspects of health\"}],\"text\":\"Integrating multi-perspective health research findings.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"Introduction to the broad area of health, integrating how researchers from multiple perspectives have investigated various aspects of health, along with the hands-on practice of learning and using statistical tools to analyze these topics.\"}],\"text\":\"Introduction to health analytics integrating multi-perspective health research and hands-on statistical tool application.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"various aspects of health\"}],\"text\":\"Various aspects of health.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"statistical tools to analyze these topics\"}],\"text\":\"Statistical tools for health topic analysis.\"}]}","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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-789789da373eecc1ff75f626","output_id":"4ba2dbc18eb6cf5690ab3115cc08ecd50b8ce56b869cdb6890b170f0d4806d68","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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f5c3c24352c1b7b593107d842583a67ce7a4107251043f73d40c76b8433d336d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(ACT SCI 640,GEN BUS 656,STAT 333, or340), or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":640,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 640\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":656,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 656\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"STAT 333, or340\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 333\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or340\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n6\",\"kind\":\"condition\"}],\"notes\":[\"Reference 'ACT SCI 640' maps to ACTSCI 640.\",\"Reference 'GEN BUS 656' maps to GENBUS 656.\",\"Reference 'STAT 333' maps to STAT 333.\",\"Reference 'or340' maps to STAT 340.\"],\"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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f5c3c24352c1b7b593107d842583a67ce7a4107251043f73d40c76b8433d336d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"Utilizes the R programming language.\"},{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Teaches how to explore, model, and analyze data using R.\"}],\"text\":\"Proficiency in R programming for data analysis and modeling.\"},{\"evidence\":[{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"A foundational understanding of linear regression and how it is used for prediction, feature selection and interpretation.\"},{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Topics include basic probability models; the central limit theorem; Monte Carlo simulation; one- and two-sample hypothesis testing; Bayesian inference; linear and logistic regression; ANOVA; the bootstrap; random forests and cross-validation.\"}],\"text\":\"Foundational knowledge of statistical regression and predictive modeling techniques.\"}],\"search_phrases\":[\"health analytics statistical tools\",\"health data analysis R\",\"introductory health statistics\",\"health research statistical methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"hands-on practice of learning and using statistical tools to analyze these topics\"}],\"text\":\"Applying statistical tools to health research topics.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"integrating how researchers from multiple perspectives have investigated various aspects of health\"}],\"text\":\"Integrating multi-perspective health research findings.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"Introduction to the broad area of health, integrating how researchers from multiple perspectives have investigated various aspects of health, along with the hands-on practice of learning and using statistical tools to analyze these topics.\"}],\"text\":\"Introduction to health analytics integrating multi-perspective health research and hands-on statistical tool application.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"various aspects of health\"}],\"text\":\"Various aspects of health.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 655\",\"field\":\"description\",\"quote\":\"statistical tools to analyze these topics\"}],\"text\":\"Statistical tools for health topic analysis.\"}]}","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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f5c3c24352c1b7b593107d842583a67ce7a4107251043f73d40c76b8433d336d","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Stay away from this course if you just want to find something for the analytics requirement. This course has vague grading schemes and it's very demanding. It's a heavily discussion-based course, but it's poorly designed and the materials are not beneficial and relevant to the project. Plus, the graders give bad grades.\",\"course_id\":\"ACTSCI 655\",\"date\":\"2021-05-06 12:25:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f5f9dc612ae6a86de8b290a1\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0NzIwOTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"},{\"comment\":\"A very involved professor that innovates the way students learn in class to be ready for an office workspace with meeting style lectures, article discussions, and analytics assignments. It felt like a course for graduate students, but if you do everything as instructed, you won't be lost\",\"course_id\":\"ACTSCI 655\",\"date\":\"2025-12-23 00:17:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c8642111004eaa55a6119a06\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzc5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"}],\"evidence_count\":2,\"review_ids\":[\"f5f9dc612ae6a86de8b290a1\",\"c8642111004eaa55a6119a06\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor is innovative and involved, using meeting-style lectures and discussions, but some students find the course poorly designed with vague grading schemes.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Stay away from this course if you just want to find something for the analytics requirement. This course has vague grading schemes and it's very demanding. It's a heavily discussion-based course, but it's poorly designed and the materials are not beneficial and relevant to the project. Plus, the graders give bad grades.\",\"course_id\":\"ACTSCI 655\",\"date\":\"2021-05-06 12:25:24 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f5f9dc612ae6a86de8b290a1\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM0NzIwOTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"}],\"evidence_count\":1,\"review_ids\":[\"f5f9dc612ae6a86de8b290a1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"The course is described as very demanding and heavily discussion-based, with materials that some students find not beneficial or relevant to the project.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"A very involved professor that innovates the way students learn in class to be ready for an office workspace with meeting style lectures, article discussions, and analytics assignments. It felt like a course for graduate students, but if you do everything as instructed, you won't be lost\",\"course_id\":\"ACTSCI 655\",\"date\":\"2025-12-23 00:17:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c8642111004eaa55a6119a06\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzc5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"},{\"comment\":\"Very well rounded. \",\"course_id\":\"ACTSCI 655\",\"date\":\"2026-04-11 04:35:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5bc84c0418c1f525a661c312\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyODE1OTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"}],\"evidence_count\":2,\"review_ids\":[\"c8642111004eaa55a6119a06\",\"5bc84c0418c1f525a661c312\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Despite some criticisms, the course is considered very well-rounded and prepares students for an office workspace, with high quality ratings from those who follow instructions.\"}]}","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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f5c3c24352c1b7b593107d842583a67ce7a4107251043f73d40c76b8433d336d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"cdcd1ec39104705210291c4730072d2f12e7a98d815c40e9a5d7775e853719f5\",\"course_id\":\"ACTSCI 655\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-06 12:25:24 +0000 UTC\",\"review_id\":\"f5f9dc612ae6a86de8b290a1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0NzIwOTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2025-12-23 00:17:34 +0000 UTC\",\"review_id\":\"c8642111004eaa55a6119a06\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTQyMzc5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Margie Rosenberg: The course is demanding with vague grading and analytics assignments, though following instructions helps students stay on track.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-06 12:25:24 +0000 UTC\",\"review_id\":\"f5f9dc612ae6a86de8b290a1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0NzIwOTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2025-12-23 00:17:34 +0000 UTC\",\"review_id\":\"c8642111004eaa55a6119a06\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTQyMzc5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2026-04-11 04:35:04 +0000 UTC\",\"review_id\":\"5bc84c0418c1f525a661c312\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTQyODE1OTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Margie Rosenberg: Margie Rosenberg receives polarized reviews. One student found the course poorly designed with vague grading and bad grades, while another praised her innovative, office-style lectures and high quality. A third review described the course as very well-rounded.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2025-12-23 00:17:34 +0000 UTC\",\"review_id\":\"c8642111004eaa55a6119a06\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTQyMzc5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2026-04-11 04:35:04 +0000 UTC\",\"review_id\":\"5bc84c0418c1f525a661c312\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTQyODE1OTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Margie Rosenberg: Margie Rosenberg offers a graduate-level, involved experience with innovative, office-style lectures and discussions that prepare students for professional workspaces.\"},{\"citations\":[{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.40 GPA, 70.8% A/AB (n=24 letter grades); Fall 2024: 3.63 GPA, 80.0% A/AB (n=15 letter grades); Fall 2025: 3.56 GPA, 77.8% A/AB (n=27 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-06 12:25:24 +0000 UTC\",\"review_id\":\"f5f9dc612ae6a86de8b290a1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0NzIwOTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Margie Rosenberg: Some students find the discussion-based format poorly designed with materials irrelevant to projects, and report that graders give bad grades.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MARJORIE ROSENBERG is recorded teaching in Spring 2017, Fall 2017, Spring 2018, Spring 2020, Spring 2022, Spring 2023, Fall 2023, Fall 2024, Fall 2025. 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}]