[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d7c337d99bb37689f61978cbf091d963db03dc036afe576e937e3d53d7837bf6","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"ACT SCI 303and (MATH 331,STAT/MATH 309,431,STAT 333, or340), declared in undergraduate Business Exchange program, or Capstone Certificate in Actuarial Science\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 303\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[\"n4\",\"n5\",\"n6\",\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 331,STAT/MATH 309,431,STAT 333, or340)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":331,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 331\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":309,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 309\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":431,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"431\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 333\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or340\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Capstone Certificate in Actuarial Science\",\"course\":null,\"evidence\":\"or Capstone Certificate in Actuarial Science\",\"id\":\"n9\",\"kind\":\"condition\"}],\"notes\":[\"The term '431' in the requirements text is ambiguous; it likely refers to MATH/STAT 431 but lacks the subject prefix found in other references.\",\"The term 'or340' lacks a space; it is interpreted as an alternative to the preceding list.\",\"The phrase 'ACT SCI 303and' lacks a space; it is interpreted as ACTSCI 303.\",\"The phrase 'or Capstone Certificate in Actuarial Science' is a standalone condition leaf.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Unreachable nodes: n9; 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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d7c337d99bb37689f61978cbf091d963db03dc036afe576e937e3d53d7837bf6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ACTSCI 303\",\"field\":\"description\",\"quote\":\"Time value of money; interest compounded discretely and continuously; accumulated and present value of payments; loans and sinking funds; annuity and bond valuation\"},{\"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\"},{\"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\"},{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"A foundational understanding of linear regression and how it is used for prediction, feature selection and interpretation. In particular, the impact of correlated/dependent features and the role and violation of key assumptions are studied. Extensions such as mixed models and generalized linear models are also discussed. Utilizes the R programming language.\"}],\"text\":\"Prerequisites in interest theory, probability, statistics, and regression analysis using R.\"},{\"evidence\":[{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Teaches how to explore, model, and analyze data using R. 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\":\"Data science modeling and statistical computing with R.\"}],\"search_phrases\":[\"actuarial science long-term modeling\",\"life contingencies advanced problems\",\"insurance premiums reserves single life\",\"actuarial theory interest probability\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Mathematical modeling of life contingencies, mortality laws, and insurance/annuity valuation.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF LONG-TERM ACTUARIAL MODELING\"},{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Covers advanced mathematical theory of life contingencies, including mortality laws and the calculation of premiums and reserves for single-life insurance and annuities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Life contingencies and mortality laws\"},{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Insurance and annuity valuation\"}]}","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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d7c337d99bb37689f61978cbf091d963db03dc036afe576e937e3d53d7837bf6","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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"5685c18ea8886e9c7acdb54fcb9d6639fe42f18ba60802ffe485f4f0d1810539","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n3\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"ACT SCI 303and (MATH 331,STAT/MATH 309,431,STAT 333, or340), declared in undergraduate Business Exchange program, or Capstone Certificate in Actuarial Science\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n1a\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ACT SCI 303and (MATH 331,STAT/MATH 309,431,STAT 333, or340)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 303\",\"id\":\"n1a\",\"kind\":\"course\"},{\"children\":[\"n4\",\"n5\",\"n6\",\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 331,STAT/MATH 309,431,STAT 333, or340)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":331,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 331\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":309,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 309\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":431,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"431\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 333\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or340\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"Capstone Certificate in Actuarial Science\",\"course\":null,\"evidence\":\"or Capstone Certificate in Actuarial Science\",\"id\":\"n9\",\"kind\":\"condition\"}],\"notes\":[\"The term '431' in the requirements text is ambiguous; it likely refers to MATH/STAT 431 but lacks the subject prefix found in other references.\",\"The term 'or340' lacks a space; it is interpreted as an alternative to the preceding list.\",\"The phrase 'ACT SCI 303and' lacks a space; it is interpreted as ACTSCI 303.\",\"The phrase 'or Capstone Certificate in Actuarial Science' is a standalone condition leaf.\"],\"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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"5685c18ea8886e9c7acdb54fcb9d6639fe42f18ba60802ffe485f4f0d1810539","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ACTSCI 303\",\"field\":\"description\",\"quote\":\"Time value of money; interest compounded discretely and continuously; accumulated and present value of payments; loans and sinking funds; annuity and bond valuation\"},{\"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\"},{\"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\"},{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"A foundational understanding of linear regression and how it is used for prediction, feature selection and interpretation. In particular, the impact of correlated/dependent features and the role and violation of key assumptions are studied. Extensions such as mixed models and generalized linear models are also discussed. Utilizes the R programming language.\"}],\"text\":\"Prerequisites in interest theory, probability, statistics, and regression analysis using R.\"},{\"evidence\":[{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Teaches how to explore, model, and analyze data using R. 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\":\"Data science modeling and statistical computing with R.\"}],\"search_phrases\":[\"actuarial science long-term modeling\",\"life contingencies advanced problems\",\"insurance premiums reserves single life\",\"actuarial theory interest probability\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Mathematical modeling of life contingencies, mortality laws, and insurance/annuity valuation.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF LONG-TERM ACTUARIAL MODELING\"},{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Covers advanced mathematical theory of life contingencies, including mortality laws and the calculation of premiums and reserves for single-life insurance and annuities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Life contingencies and mortality laws\"},{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Insurance and annuity valuation\"}]}","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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"5685c18ea8886e9c7acdb54fcb9d6639fe42f18ba60802ffe485f4f0d1810539","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He is not very clear in his lecturing. He expects you to remember every single detail from one lecture to the next. He spends a lot of time on proofs, and little time on applying the concepts. If you catch on to things quickly you should be fine, but he doesn't spend much time on the basics which are the foundation of the class.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2016-05-06 15:40:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c70a649cf9c23309a6661c83\",\"instructor_id\":\"rmp:2067033\",\"instructor_name\":\"Paul Johnson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NDkxNjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\"},{\"comment\":\"Professor Bauer has awesome lectures that keep you engaged, and really help to aid your learning of the material. There is never a dull moment in his class, and I highly recommend 650 with Professor Bauer.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2023-05-18 04:00:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"db6f8c89241db33543baae42\",\"instructor_id\":\"rmp:2911802\",\"instructor_name\":\"Daniel Bauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTUxMTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911802\"}],\"evidence_count\":2,\"review_ids\":[\"c70a649cf9c23309a6661c83\",\"db6f8c89241db33543baae42\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"},{\"id\":\"rmp:2911802\",\"name\":\"Daniel Bauer\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary in clarity; Paul Johnson is criticized for unclear lecturing and focusing on proofs over application, while Daniel Bauer is praised for engaging lectures.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"A good professor, put effort into every class & generally cares if we learn the material. Has unrealistic standards, goes over a topic quickly, asks a question, then gets frustrated at the class bc no one has mastered the topic 1 min after seeing it. The homework and exam questions are like long stories that was annoying. But overall still good\",\"course_id\":\"ACTSCI 650\",\"date\":\"2021-05-24 19:50:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6b084ae720b5dfe7e3c5ff9d\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"},{\"comment\":\"He is not very clear in his lecturing. He expects you to remember every single detail from one lecture to the next. He spends a lot of time on proofs, and little time on applying the concepts. If you catch on to things quickly you should be fine, but he doesn't spend much time on the basics which are the foundation of the class.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2016-05-06 15:40:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c70a649cf9c23309a6661c83\",\"instructor_id\":\"rmp:2067033\",\"instructor_name\":\"Paul Johnson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NDkxNjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\"}],\"evidence_count\":2,\"review_ids\":[\"6b084ae720b5dfe7e3c5ff9d\",\"c70a649cf9c23309a6661c83\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"},{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The course involves significant effort with long, story-like homework and exam questions, and rapid pacing that can be challenging for students.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"PJ is the bomb.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2016-03-09 13:57:26 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b7b11fc6b6db62e89fed226e\",\"instructor_id\":\"rmp:2067033\",\"instructor_name\":\"Paul Johnson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MTI3NDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\"},{\"comment\":\"Professor Bauer has awesome lectures that keep you engaged, and really help to aid your learning of the material. There is never a dull moment in his class, and I highly recommend 650 with Professor Bauer.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2023-05-18 04:00:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"db6f8c89241db33543baae42\",\"instructor_id\":\"rmp:2911802\",\"instructor_name\":\"Daniel Bauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTUxMTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911802\"},{\"comment\":\"A good professor, put effort into every class & generally cares if we learn the material. Has unrealistic standards, goes over a topic quickly, asks a question, then gets frustrated at the class bc no one has mastered the topic 1 min after seeing it. The homework and exam questions are like long stories that was annoying. But overall still good\",\"course_id\":\"ACTSCI 650\",\"date\":\"2021-05-24 19:50:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6b084ae720b5dfe7e3c5ff9d\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"}],\"evidence_count\":3,\"review_ids\":[\"b7b11fc6b6db62e89fed226e\",\"db6f8c89241db33543baae42\",\"6b084ae720b5dfe7e3c5ff9d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"},{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"},{\"id\":\"rmp:2911802\",\"name\":\"Daniel Bauer\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Despite challenges with pacing and standards, professors are generally seen as caring and effective, with some students finding the class highly recommended.\"}]}","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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-789789da373eecc1ff75f626","output_id":"8106b6d046cdac31f51481b46bd13e6b8a7ca17a07e894464d748faa7e4f692c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n3\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"ACT SCI 303and (MATH 331,STAT/MATH 309,431,STAT 333, or340), declared in undergraduate Business Exchange program, or Capstone Certificate in Actuarial Science\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n1a\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ACT SCI 303and (MATH 331,STAT/MATH 309,431,STAT 333, or340)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 303\",\"id\":\"n1a\",\"kind\":\"course\"},{\"children\":[\"n4\",\"n5\",\"n6\",\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 331,STAT/MATH 309,431,STAT 333, or340)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":331,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 331\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":309,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 309\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":431,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"431\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 333\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or340\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"Capstone Certificate in Actuarial Science\",\"course\":null,\"evidence\":\"or Capstone Certificate in Actuarial Science\",\"id\":\"n9\",\"kind\":\"condition\"}],\"notes\":[\"The term '431' in the requirements text is ambiguous; it likely refers to MATH/STAT 431 but lacks the subject prefix found in other references.\",\"The term 'or340' lacks a space; it is interpreted as an alternative to the preceding list.\",\"The phrase 'ACT SCI 303and' lacks a space; it is interpreted as ACTSCI 303.\",\"The phrase 'or Capstone Certificate in Actuarial Science' is a standalone condition leaf.\"],\"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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-789789da373eecc1ff75f626","output_id":"8106b6d046cdac31f51481b46bd13e6b8a7ca17a07e894464d748faa7e4f692c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ACTSCI 303\",\"field\":\"description\",\"quote\":\"Time value of money; interest compounded discretely and continuously; accumulated and present value of payments; loans and sinking funds; annuity and bond valuation\"},{\"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\"},{\"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\"},{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"A foundational understanding of linear regression and how it is used for prediction, feature selection and interpretation. In particular, the impact of correlated/dependent features and the role and violation of key assumptions are studied. Extensions such as mixed models and generalized linear models are also discussed. Utilizes the R programming language.\"}],\"text\":\"Prerequisites in interest theory, probability, statistics, and regression analysis using R.\"},{\"evidence\":[{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Teaches how to explore, model, and analyze data using R. 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\":\"Data science modeling and statistical computing with R.\"}],\"search_phrases\":[\"actuarial science long-term modeling\",\"life contingencies advanced problems\",\"insurance premiums reserves single life\",\"actuarial theory interest probability\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Mathematical modeling of life contingencies, mortality laws, and insurance/annuity valuation.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF LONG-TERM ACTUARIAL MODELING\"},{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Covers advanced mathematical theory of life contingencies, including mortality laws and the calculation of premiums and reserves for single-life insurance and annuities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Life contingencies and mortality laws\"},{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Insurance and annuity valuation\"}]}","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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-789789da373eecc1ff75f626","output_id":"8106b6d046cdac31f51481b46bd13e6b8a7ca17a07e894464d748faa7e4f692c","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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5207e4a723026ebf7a0cdcd1eb4692a7c2e0074f287318febd55d7916cfb2cce","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n3\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"ACT SCI 303and (MATH 331,STAT/MATH 309,431,STAT 333, or340), declared in undergraduate Business Exchange program, or Capstone Certificate in Actuarial Science\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n1a\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ACT SCI 303and (MATH 331,STAT/MATH 309,431,STAT 333, or340)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 303\",\"id\":\"n1a\",\"kind\":\"course\"},{\"children\":[\"n4\",\"n5\",\"n6\",\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 331,STAT/MATH 309,431,STAT 333, or340)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":331,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 331\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":309,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 309\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":431,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"431\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 333\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or340\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"Capstone Certificate in Actuarial Science\",\"course\":null,\"evidence\":\"or Capstone Certificate in Actuarial Science\",\"id\":\"n9\",\"kind\":\"condition\"}],\"notes\":[\"The term '431' in the requirements text is ambiguous; it likely refers to MATH/STAT 431 but lacks the subject prefix found in other references.\",\"The term 'or340' lacks a space; it is interpreted as an alternative to the preceding list.\",\"The phrase 'ACT SCI 303and' lacks a space; it is interpreted as ACTSCI 303.\",\"The phrase 'or Capstone Certificate in Actuarial Science' is a standalone condition leaf.\"],\"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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5207e4a723026ebf7a0cdcd1eb4692a7c2e0074f287318febd55d7916cfb2cce","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ACTSCI 303\",\"field\":\"description\",\"quote\":\"Time value of money; interest compounded discretely and continuously; accumulated and present value of payments; loans and sinking funds; annuity and bond valuation\"},{\"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\"},{\"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\"},{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"A foundational understanding of linear regression and how it is used for prediction, feature selection and interpretation. In particular, the impact of correlated/dependent features and the role and violation of key assumptions are studied. Extensions such as mixed models and generalized linear models are also discussed. Utilizes the R programming language.\"}],\"text\":\"Prerequisites in interest theory, probability, statistics, and regression analysis using R.\"},{\"evidence\":[{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Teaches how to explore, model, and analyze data using R. 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\":\"Data science modeling and statistical computing with R.\"}],\"search_phrases\":[\"actuarial science long-term modeling\",\"life contingencies advanced problems\",\"insurance premiums reserves single life\",\"actuarial theory interest probability\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Mathematical modeling of life contingencies, mortality laws, and insurance/annuity valuation.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF LONG-TERM ACTUARIAL MODELING\"},{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Covers advanced mathematical theory of life contingencies, including mortality laws and the calculation of premiums and reserves for single-life insurance and annuities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Life contingencies and mortality laws\"},{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Insurance and annuity valuation\"}]}","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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5207e4a723026ebf7a0cdcd1eb4692a7c2e0074f287318febd55d7916cfb2cce","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He is not very clear in his lecturing. He expects you to remember every single detail from one lecture to the next. He spends a lot of time on proofs, and little time on applying the concepts. If you catch on to things quickly you should be fine, but he doesn't spend much time on the basics which are the foundation of the class.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2016-05-06 15:40:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c70a649cf9c23309a6661c83\",\"instructor_id\":\"rmp:2067033\",\"instructor_name\":\"Paul Johnson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NDkxNjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\"},{\"comment\":\"Professor Bauer has awesome lectures that keep you engaged, and really help to aid your learning of the material. There is never a dull moment in his class, and I highly recommend 650 with Professor Bauer.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2023-05-18 04:00:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"db6f8c89241db33543baae42\",\"instructor_id\":\"rmp:2911802\",\"instructor_name\":\"Daniel Bauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTUxMTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911802\"}],\"evidence_count\":2,\"review_ids\":[\"c70a649cf9c23309a6661c83\",\"db6f8c89241db33543baae42\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"},{\"id\":\"rmp:2911802\",\"name\":\"Daniel Bauer\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary in clarity; Paul Johnson is criticized for unclear lecturing and focusing on proofs over application, while Daniel Bauer is praised for engaging lectures.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"A good professor, put effort into every class & generally cares if we learn the material. Has unrealistic standards, goes over a topic quickly, asks a question, then gets frustrated at the class bc no one has mastered the topic 1 min after seeing it. The homework and exam questions are like long stories that was annoying. But overall still good\",\"course_id\":\"ACTSCI 650\",\"date\":\"2021-05-24 19:50:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6b084ae720b5dfe7e3c5ff9d\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"},{\"comment\":\"He is not very clear in his lecturing. He expects you to remember every single detail from one lecture to the next. He spends a lot of time on proofs, and little time on applying the concepts. If you catch on to things quickly you should be fine, but he doesn't spend much time on the basics which are the foundation of the class.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2016-05-06 15:40:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c70a649cf9c23309a6661c83\",\"instructor_id\":\"rmp:2067033\",\"instructor_name\":\"Paul Johnson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NDkxNjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\"}],\"evidence_count\":2,\"review_ids\":[\"6b084ae720b5dfe7e3c5ff9d\",\"c70a649cf9c23309a6661c83\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"},{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The course involves significant effort with long, story-like homework and exam questions, and rapid pacing that can be challenging for students.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"PJ is the bomb.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2016-03-09 13:57:26 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b7b11fc6b6db62e89fed226e\",\"instructor_id\":\"rmp:2067033\",\"instructor_name\":\"Paul Johnson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MTI3NDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\"},{\"comment\":\"Professor Bauer has awesome lectures that keep you engaged, and really help to aid your learning of the material. There is never a dull moment in his class, and I highly recommend 650 with Professor Bauer.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2023-05-18 04:00:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"db6f8c89241db33543baae42\",\"instructor_id\":\"rmp:2911802\",\"instructor_name\":\"Daniel Bauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTUxMTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911802\"},{\"comment\":\"A good professor, put effort into every class & generally cares if we learn the material. Has unrealistic standards, goes over a topic quickly, asks a question, then gets frustrated at the class bc no one has mastered the topic 1 min after seeing it. The homework and exam questions are like long stories that was annoying. But overall still good\",\"course_id\":\"ACTSCI 650\",\"date\":\"2021-05-24 19:50:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6b084ae720b5dfe7e3c5ff9d\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"}],\"evidence_count\":3,\"review_ids\":[\"b7b11fc6b6db62e89fed226e\",\"db6f8c89241db33543baae42\",\"6b084ae720b5dfe7e3c5ff9d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"},{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"},{\"id\":\"rmp:2911802\",\"name\":\"Daniel Bauer\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Despite challenges with pacing and standards, professors are generally seen as caring and effective, with some students finding the class highly recommended.\"}]}","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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5207e4a723026ebf7a0cdcd1eb4692a7c2e0074f287318febd55d7916cfb2cce","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"76fc71a3dc94375ffd6154f0725c8db003f1b8a5b2e8d6a156b93552c858192f\",\"course_id\":\"ACTSCI 650\",\"current_instructors\":[{\"instructor_uid\":\"instructor_c6effbe874feca614e46f646\",\"message\":\"No course-specific reviews available\",\"name\":\"Gordon Enderle\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.06 GPA, 45.7% A/AB (n=35 letter grades); Fall 2025: 3.17 GPA, 57.9% A/AB (n=57 letter grades); Spring 2026: 3.14 GPA, 55.8% A/AB (n=43 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Paul Johnson\",\"review_date\":\"2016-05-06 15:40:36 +0000 UTC\",\"review_id\":\"c70a649cf9c23309a6661c83\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2067033\",\"source_review_id\":\"UmF0aW5nLTI2NDkxNjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-24 19:50:17 +0000 UTC\",\"review_id\":\"6b084ae720b5dfe7e3c5ff9d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Margie Rosenberg, Paul Johnson: Reviews cite heavy emphasis on proofs and detailed memory requirements, with homework and exams featuring long, story-like questions that some find annoying.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Paul Johnson\",\"review_date\":\"2016-03-09 13:57:26 +0000 UTC\",\"review_id\":\"b7b11fc6b6db62e89fed226e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2067033\",\"source_review_id\":\"UmF0aW5nLTI2MTI3NDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\",\"type\":\"review\"},{\"instructor_name\":\"Paul Johnson\",\"review_date\":\"2016-05-06 15:40:36 +0000 UTC\",\"review_id\":\"c70a649cf9c23309a6661c83\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2067033\",\"source_review_id\":\"UmF0aW5nLTI2NDkxNjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-24 19:50:17 +0000 UTC\",\"review_id\":\"6b084ae720b5dfe7e3c5ff9d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Bauer\",\"review_date\":\"2023-05-18 04:00:57 +0000 UTC\",\"review_id\":\"db6f8c89241db33543baae42\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2911802\",\"source_review_id\":\"UmF0aW5nLTM3OTUxMTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911802\",\"type\":\"review\"}],\"text\":\"Gordon Enderle is the current instructor, but no reviews are available for him. Historical reviews for Paul Johnson, Margie Rosenberg, and Daniel Bauer show mixed experiences. Johnson was unclear and fast-paced. Rosenberg cared but had high standards. Bauer was engaging and helpful.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-24 19:50:17 +0000 UTC\",\"review_id\":\"6b084ae720b5dfe7e3c5ff9d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Bauer\",\"review_date\":\"2023-05-18 04:00:57 +0000 UTC\",\"review_id\":\"db6f8c89241db33543baae42\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2911802\",\"source_review_id\":\"UmF0aW5nLTM3OTUxMTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911802\",\"type\":\"review\"}],\"text\":\"Students describe the course as engaging and well-taught by historical instructors, though some note that the material can be difficult and requires quick comprehension.\"},{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.06 GPA, 45.7% A/AB (n=35 letter grades); Fall 2025: 3.17 GPA, 57.9% A/AB (n=57 letter grades); Spring 2026: 3.14 GPA, 55.8% A/AB (n=43 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Paul Johnson\",\"review_date\":\"2016-05-06 15:40:36 +0000 UTC\",\"review_id\":\"c70a649cf9c23309a6661c83\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2067033\",\"source_review_id\":\"UmF0aW5nLTI2NDkxNjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-24 19:50:17 +0000 UTC\",\"review_id\":\"6b084ae720b5dfe7e3c5ff9d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Margie Rosenberg, Paul Johnson: Lectures are criticized for moving too fast on basics and lacking clarity, while others praise the professor's effort and care for student learning.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"DANIEL BAUER is recorded teaching in Fall 2019, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"GORDON ENDERLE is recorded teaching in Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"MARJORIE ROSENBERG is recorded teaching in Fall 2006, Spring 2014, Fall 2014, Spring 2015, Spring 2016, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"PAUL JOHNSON is recorded teaching in Fall 2015. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"c8e0dbb3599ffc08feb6d23d86aab9a26c351e0d7bf9ef194caee02fce73f180","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n3\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"ACT SCI 303and (MATH 331,STAT/MATH 309,431,STAT 333, or340), declared in undergraduate Business Exchange program, or Capstone Certificate in Actuarial Science\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n1a\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"ACT SCI 303and (MATH 331,STAT/MATH 309,431,STAT 333, or340)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":303,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 303\",\"id\":\"n1a\",\"kind\":\"course\"},{\"children\":[\"n4\",\"n5\",\"n6\",\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 331,STAT/MATH 309,431,STAT 333, or340)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":331,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 331\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":309,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 309\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":431,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"431\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 333\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":340,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or340\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"Capstone Certificate in Actuarial Science\",\"course\":null,\"evidence\":\"or Capstone Certificate in Actuarial Science\",\"id\":\"n9\",\"kind\":\"condition\"}],\"notes\":[\"The term '431' in the requirements text is ambiguous; it likely refers to MATH/STAT 431 but lacks the subject prefix found in other references.\",\"The term 'or340' lacks a space; it is interpreted as an alternative to the preceding list.\",\"The phrase 'ACT SCI 303and' lacks a space; it is interpreted as ACTSCI 303.\",\"The phrase 'or Capstone Certificate in Actuarial Science' is a standalone condition leaf.\"],\"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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"c8e0dbb3599ffc08feb6d23d86aab9a26c351e0d7bf9ef194caee02fce73f180","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ACTSCI 303\",\"field\":\"description\",\"quote\":\"Time value of money; interest compounded discretely and continuously; accumulated and present value of payments; loans and sinking funds; annuity and bond valuation\"},{\"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\"},{\"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\"},{\"course_id\":\"STAT 333\",\"field\":\"description\",\"quote\":\"A foundational understanding of linear regression and how it is used for prediction, feature selection and interpretation. In particular, the impact of correlated/dependent features and the role and violation of key assumptions are studied. Extensions such as mixed models and generalized linear models are also discussed. Utilizes the R programming language.\"}],\"text\":\"Prerequisites in interest theory, probability, statistics, and regression analysis using R.\"},{\"evidence\":[{\"course_id\":\"STAT 340\",\"field\":\"description\",\"quote\":\"Teaches how to explore, model, and analyze data using R. 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\":\"Data science modeling and statistical computing with R.\"}],\"search_phrases\":[\"actuarial science long-term modeling\",\"life contingencies advanced problems\",\"insurance premiums reserves single life\",\"actuarial theory interest probability\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Mathematical modeling of life contingencies, mortality laws, and insurance/annuity valuation.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF LONG-TERM ACTUARIAL MODELING\"},{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Covers advanced mathematical theory of life contingencies, including mortality laws and the calculation of premiums and reserves for single-life insurance and annuities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"Advanced problems in the mathematical theory of life contingencies; force of mortality, laws of mortality; premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Life contingencies and mortality laws\"},{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"premiums and reserves for insurance and annuities based on a single life.\"}],\"text\":\"Insurance and annuity valuation\"}]}","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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"c8e0dbb3599ffc08feb6d23d86aab9a26c351e0d7bf9ef194caee02fce73f180","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He is not very clear in his lecturing. He expects you to remember every single detail from one lecture to the next. He spends a lot of time on proofs, and little time on applying the concepts. If you catch on to things quickly you should be fine, but he doesn't spend much time on the basics which are the foundation of the class.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2016-05-06 15:40:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c70a649cf9c23309a6661c83\",\"instructor_id\":\"rmp:2067033\",\"instructor_name\":\"Paul Johnson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NDkxNjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\"},{\"comment\":\"Professor Bauer has awesome lectures that keep you engaged, and really help to aid your learning of the material. There is never a dull moment in his class, and I highly recommend 650 with Professor Bauer.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2023-05-18 04:00:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"db6f8c89241db33543baae42\",\"instructor_id\":\"rmp:2911802\",\"instructor_name\":\"Daniel Bauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTUxMTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911802\"}],\"evidence_count\":2,\"review_ids\":[\"c70a649cf9c23309a6661c83\",\"db6f8c89241db33543baae42\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"},{\"id\":\"rmp:2911802\",\"name\":\"Daniel Bauer\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"Instructors vary in clarity; Paul Johnson is criticized for unclear lecturing and focusing on proofs over application, while Daniel Bauer is praised for engaging lectures.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"A good professor, put effort into every class & generally cares if we learn the material. Has unrealistic standards, goes over a topic quickly, asks a question, then gets frustrated at the class bc no one has mastered the topic 1 min after seeing it. The homework and exam questions are like long stories that was annoying. But overall still good\",\"course_id\":\"ACTSCI 650\",\"date\":\"2021-05-24 19:50:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6b084ae720b5dfe7e3c5ff9d\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"},{\"comment\":\"He is not very clear in his lecturing. He expects you to remember every single detail from one lecture to the next. He spends a lot of time on proofs, and little time on applying the concepts. If you catch on to things quickly you should be fine, but he doesn't spend much time on the basics which are the foundation of the class.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2016-05-06 15:40:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c70a649cf9c23309a6661c83\",\"instructor_id\":\"rmp:2067033\",\"instructor_name\":\"Paul Johnson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI2NDkxNjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\"}],\"evidence_count\":2,\"review_ids\":[\"6b084ae720b5dfe7e3c5ff9d\",\"c70a649cf9c23309a6661c83\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"},{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2016\"},\"sentiment\":\"mixed\",\"summary\":\"The course involves significant effort with long, story-like homework and exam questions, and rapid pacing that can be challenging for students.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"PJ is the bomb.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2016-03-09 13:57:26 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"b7b11fc6b6db62e89fed226e\",\"instructor_id\":\"rmp:2067033\",\"instructor_name\":\"Paul Johnson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI2MTI3NDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\"},{\"comment\":\"Professor Bauer has awesome lectures that keep you engaged, and really help to aid your learning of the material. There is never a dull moment in his class, and I highly recommend 650 with Professor Bauer.\",\"course_id\":\"ACTSCI 650\",\"date\":\"2023-05-18 04:00:57 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"db6f8c89241db33543baae42\",\"instructor_id\":\"rmp:2911802\",\"instructor_name\":\"Daniel Bauer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3OTUxMTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911802\"},{\"comment\":\"A good professor, put effort into every class & generally cares if we learn the material. Has unrealistic standards, goes over a topic quickly, asks a question, then gets frustrated at the class bc no one has mastered the topic 1 min after seeing it. The homework and exam questions are like long stories that was annoying. But overall still good\",\"course_id\":\"ACTSCI 650\",\"date\":\"2021-05-24 19:50:17 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6b084ae720b5dfe7e3c5ff9d\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"}],\"evidence_count\":3,\"review_ids\":[\"b7b11fc6b6db62e89fed226e\",\"db6f8c89241db33543baae42\",\"6b084ae720b5dfe7e3c5ff9d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"},{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"},{\"id\":\"rmp:2911802\",\"name\":\"Daniel Bauer\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Despite challenges with pacing and standards, professors are generally seen as caring and effective, with some students finding the class highly recommended.\"}]}","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_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"35faf3de48cbc8bf6b36df22b55a413a34ed52af2adfa2fc69a094bc5738cb67","record_version_id":"1f64eb0025610e70bf3b84fc00b9c668570627f6a3d363caf917063fccf7ff0f","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"c8e0dbb3599ffc08feb6d23d86aab9a26c351e0d7bf9ef194caee02fce73f180","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"76fc71a3dc94375ffd6154f0725c8db003f1b8a5b2e8d6a156b93552c858192f\",\"course_id\":\"ACTSCI 650\",\"current_instructors\":[{\"instructor_uid\":\"instructor_c6effbe874feca614e46f646\",\"message\":\"No course-specific reviews available\",\"name\":\"Gordon Enderle\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.06 GPA, 45.7% A/AB (n=35 letter grades); Fall 2025: 3.17 GPA, 57.9% A/AB (n=57 letter grades); Spring 2026: 3.14 GPA, 55.8% A/AB (n=43 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Paul Johnson\",\"review_date\":\"2016-05-06 15:40:36 +0000 UTC\",\"review_id\":\"c70a649cf9c23309a6661c83\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2067033\",\"source_review_id\":\"UmF0aW5nLTI2NDkxNjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-24 19:50:17 +0000 UTC\",\"review_id\":\"6b084ae720b5dfe7e3c5ff9d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Margie Rosenberg, Paul Johnson: Reviews cite heavy emphasis on proofs and detailed memory requirements, with homework and exams featuring long, story-like questions that some find annoying.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Paul Johnson\",\"review_date\":\"2016-03-09 13:57:26 +0000 UTC\",\"review_id\":\"b7b11fc6b6db62e89fed226e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2067033\",\"source_review_id\":\"UmF0aW5nLTI2MTI3NDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\",\"type\":\"review\"},{\"instructor_name\":\"Paul Johnson\",\"review_date\":\"2016-05-06 15:40:36 +0000 UTC\",\"review_id\":\"c70a649cf9c23309a6661c83\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2067033\",\"source_review_id\":\"UmF0aW5nLTI2NDkxNjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\",\"type\":\"review\"}],\"text\":\"Historical reviews for Paul Johnson describe him as engaging but unclear, with a focus on proofs over application and high expectations for student retention. One reviewer found him excellent, while another noted he moves quickly through basics.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-24 19:50:17 +0000 UTC\",\"review_id\":\"6b084ae720b5dfe7e3c5ff9d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Bauer\",\"review_date\":\"2023-05-18 04:00:57 +0000 UTC\",\"review_id\":\"db6f8c89241db33543baae42\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2911802\",\"source_review_id\":\"UmF0aW5nLTM3OTUxMTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911802\",\"type\":\"review\"}],\"text\":\"Students describe the course as engaging and well-taught by historical instructors, though some note that the material can be difficult and requires quick comprehension.\"},{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.06 GPA, 45.7% A/AB (n=35 letter grades); Fall 2025: 3.17 GPA, 57.9% A/AB (n=57 letter grades); Spring 2026: 3.14 GPA, 55.8% A/AB (n=43 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Paul Johnson\",\"review_date\":\"2016-05-06 15:40:36 +0000 UTC\",\"review_id\":\"c70a649cf9c23309a6661c83\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2067033\",\"source_review_id\":\"UmF0aW5nLTI2NDkxNjY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2067033\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-24 19:50:17 +0000 UTC\",\"review_id\":\"6b084ae720b5dfe7e3c5ff9d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Margie Rosenberg, Paul Johnson: Lectures are criticized for moving too fast on basics and lacking clarity, while others praise the professor's effort and care for student learning.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"DANIEL BAUER is recorded teaching in Fall 2019, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"GORDON ENDERLE is recorded teaching in Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"MARJORIE ROSENBERG is recorded teaching in Fall 2006, Spring 2014, Fall 2014, Spring 2015, Spring 2016, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"source_record\":{\"entity_id\":\"3ebe298f-71dc-3c35-9df4-98485ee66258\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"}],\"text\":\"PAUL JOHNSON is recorded teaching in Fall 2015. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]