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interpreted as separate items.\",\"Parsed as OR among: ACT SCI 303 plus one listed MATH/STAT course; declared in Business Exchange program; Capstone Certificate in Actuarial Science.\",\"'431' mapped to linked course 431 with subjects MATH and STAT because no subject prefix is present in the source clause.\",\"Course timing is unspecified because the source does not state prior, concurrent, or prior_or_concurrent.\"],\"root\":\"root_any\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"fb544c5077e2c564c0c37fcf0120675d13a18496680bc4329b992aa84afe8052","record_version_id":"bf17cc8646bf7d941ac3c185bceacbb1bd3358ffbbc9a8b4b4b37d43b5c80a13","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"a51f11ae7462d22699b13190711c011ed5d7cebc66fe07e8eb54fe5eb05a5592","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"requirements_text\",\"quote\":\"ACT SCI 303and (MATH 331,STAT/MATH 309,431,STAT 333, or340)\",\"source_url\":\"https://guide.wisc.edu/courses/act_sci/\"}],\"text\":\"Prior completion of ACT SCI 303 and one of MATH 331, STAT/MATH 309, MATH 431, STAT 333, or STAT 340\"}],\"search_phrases\":[\"life contingencies\",\"force of mortality\",\"laws of mortality\",\"insurance premiums\",\"annuity reserves\",\"parametric mortality models\",\"non-parametric survival models\",\"actuarial modeling\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply key concepts concerning parametric and non-parametric mortality models for individual lives.\",\"source_url\":\"https://guide.wisc.edu/courses/act_sci/\"},{\"course_id\":\"ACTSCI 650\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Estimate parameters for parametric and nonparametric survival models for actuarial applications.\",\"source_url\":\"https://guide.wisc.edu/courses/act_sci/\"}],\"text\":\"Applying and estimating parameters for parametric and non-parametric mortality and survival models.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Describe and use the premium and policy value calculation processes for life and annuity insurance\",\"source_url\":\"https://guide.wisc.edu/courses/act_sci/\"}],\"text\":\"Calculating premiums and policy values for life and annuity insurance.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Describe and evaluate present value random variables associated with benefits and expenses for life and annuity insurance\",\"source_url\":\"https://guide.wisc.edu/courses/act_sci/\"}],\"text\":\"Evaluating present value random variables for insurance benefits and expenses.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF LONG-TERM ACTUARIAL MODELING\",\"source_url\":\"https://guide.wisc.edu/courses/act_sci/\"},{\"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.\",\"source_url\":\"https://guide.wisc.edu/courses/act_sci/\"}],\"text\":\"Fundamentals of Long-Term Actuarial Modeling covers advanced mathematical theory of life contingencies, including force of mortality, premiums, and reserves for single-life insurance and annuities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"force of mortality, laws of mortality\",\"source_url\":\"https://guide.wisc.edu/courses/act_sci/\"}],\"text\":\"Force of mortality and laws of mortality.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"description\",\"quote\":\"premiums and reserves for insurance and annuities based on a single life\",\"source_url\":\"https://guide.wisc.edu/courses/act_sci/\"}],\"text\":\"Premiums and reserves for single-life insurance and annuities.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply key concepts concerning parametric and non-parametric mortality models for individual lives.\",\"source_url\":\"https://guide.wisc.edu/courses/act_sci/\"}],\"text\":\"Parametric and non-parametric mortality models.\"},{\"evidence\":[{\"course_id\":\"ACTSCI 650\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Describe and evaluate present value random variables associated with benefits and expenses for life and annuity insurance\",\"source_url\":\"https://guide.wisc.edu/courses/act_sci/\"}],\"text\":\"Present value random variables for benefits and expenses.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"fb544c5077e2c564c0c37fcf0120675d13a18496680bc4329b992aa84afe8052","record_version_id":"bf17cc8646bf7d941ac3c185bceacbb1bd3358ffbbc9a8b4b4b37d43b5c80a13","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"a51f11ae7462d22699b13190711c011ed5d7cebc66fe07e8eb54fe5eb05a5592","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\"}],\"evidence_count\":1,\"review_ids\":[\"c70a649cf9c23309a6661c83\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2016\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2067033\",\"summary\":\"One reviewer criticizes Paul Johnson for unclear lecturing, spending too much time on proofs rather than basics, and expecting students to remember every detail.\"},{\"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\"}],\"evidence_count\":1,\"review_ids\":[\"b7b11fc6b6db62e89fed226e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2067033\",\"summary\":\"One reviewer describes Paul Johnson as excellent, stating 'PJ is the bomb.'\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"A good professor, put effort into every class &amp; 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\":1,\"review_ids\":[\"6b084ae720b5dfe7e3c5ff9d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:2329429\",\"summary\":\"One reviewer finds Margie Rosenberg caring but notes she goes over topics quickly and has unrealistic standards regarding mastery speed.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"A good professor, put effort into every class &amp; 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. 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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\":1,\"review_ids\":[\"db6f8c89241db33543baae42\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2911802\",\"name\":\"Daniel Bauer\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2023\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2911802\",\"summary\":\"One reviewer praises Daniel Bauer for engaging lectures that aid learning and recommends him for the course.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_cf57ee176273b438b9f1adc9","course_id":"ACTSCI 650","catalog_version_id":"fb544c5077e2c564c0c37fcf0120675d13a18496680bc4329b992aa84afe8052","record_version_id":"bf17cc8646bf7d941ac3c185bceacbb1bd3358ffbbc9a8b4b4b37d43b5c80a13","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"a51f11ae7462d22699b13190711c011ed5d7cebc66fe07e8eb54fe5eb05a5592","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"43a3466fbc3d69d34cc96677e8ae839f13d4a73324bbee03d85cd9c81c941f30\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"Margie Rosenberg\",\"review_date\":\"2021-05-24 19:50:17 +0000 UTC\",\"review_id\":\"6b084ae720b5dfe7e3c5ff9d\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Homework and exam questions were described as long stories, which one student found annoying.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Daniel Bauer\",\"review_date\":\"2023-05-18 04:00:57 +0000 UTC\",\"review_id\":\"db6f8c89241db33543baae42\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2911802\",\"source_review_id\":\"UmF0aW5nLTM3OTUxMTMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2911802\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students described Professor Bauer's lectures as engaging and helpful for learning, noting that his classes kept them interested without dull moments.\"},{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"Margie Rosenberg\",\"review_date\":\"2021-05-24 19:50:17 +0000 UTC\",\"review_id\":\"6b084ae720b5dfe7e3c5ff9d\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0ODUwNTA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"One student felt the professor had unrealistic standards and became frustrated when the class did not master topics immediately after introduction.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ACTSCI 650\",\"run_id\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"20261014T203208-0851c9a1\",\"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\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_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; 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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\":1,\"review_ids\":[\"c70a649cf9c23309a6661c83\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2016\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:2067033\",\"summary\":\"One reviewer criticizes Paul Johnson for unclear lecturing, spending too much time on proofs rather than basics, and expecting students to remember every detail.\"},{\"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\"}],\"evidence_count\":1,\"review_ids\":[\"b7b11fc6b6db62e89fed226e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2067033\",\"name\":\"Paul Johnson\"}],\"review_year_end\":\"2016\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2067033\",\"summary\":\"One reviewer describes Paul Johnson as excellent, stating 'PJ is the bomb.'\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"A good professor, put effort into every class &amp; generally cares if we learn the material. 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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":"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 &amp; 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. 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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 &amp; 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. 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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. 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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 &amp; 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 &amp; 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":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-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":false}]