[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"7a4de512b6f6df208f8dc1863e1e5b667339466a3ba3336b3ca5e54ac6daefa6","record_version_id":"0bd2a742fa919b355cd5493bddad46131dd60e5aad05c9e60038187a1ccd146e","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f45909553022e5d4c5893d6b274e8579d536a7685530df9e1fbc56630f0594a5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"r1\",\"r2\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment) or declared in undergraduate Business Exchange program\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[\"c300\",\"math_group\",\"stats_group\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"r1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"ECON\",\"FINANCE\"],\"timing\":\"prior\"},\"evidence\":\"FINANCE/ECON 300\",\"id\":\"c300\",\"kind\":\"course\"},{\"children\":[\"m213\",\"m222\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 213or222)\",\"id\":\"math_group\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":213,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 213or222\",\"id\":\"m213\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 213or222\",\"id\":\"m222\",\"kind\":\"course\"},{\"children\":[\"gb307\",\"gb317\",\"gb656\",\"as654\",\"as655\",\"e400\",\"e410\",\"sm310\",\"st312\",\"st333\",\"conc\"],\"condition\":null,\"course\":null,\"evidence\":\"(GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"stats_group\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":307,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 307,317,656\",\"id\":\"gb307\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":317,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 307,317,656\",\"id\":\"gb317\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":656,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 307,317,656\",\"id\":\"gb656\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":654,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 654,655\",\"id\":\"as654\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":655,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 654,655\",\"id\":\"as655\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":400,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 400,410\",\"id\":\"e400\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":410,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 400,410\",\"id\":\"e410\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 310\",\"id\":\"sm310\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":312,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 312\",\"id\":\"st312\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or333or\",\"id\":\"st333\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"conc\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"r2\",\"kind\":\"condition\"}],\"notes\":[\"The final 'or declared...' clause is treated as a top-level alternative to the entire prerequisite chain.\",\"'or concurrent enrollment' is modeled as an alternative within the third requirement group.\"],\"root\":\"root\",\"status\":\"parsed\"}","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_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"7a4de512b6f6df208f8dc1863e1e5b667339466a3ba3336b3ca5e54ac6daefa6","record_version_id":"0bd2a742fa919b355cd5493bddad46131dd60e5aad05c9e60038187a1ccd146e","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f45909553022e5d4c5893d6b274e8579d536a7685530df9e1fbc56630f0594a5","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"requirements_text\",\"quote\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment) or declared in undergraduate Business Exchange program\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\"}],\"search_phrases\":[\"securities markets structure and functioning\",\"portfolio construction principles\",\"risk and expected return tradeoff models\",\"asset allocation portfolio optimization\",\"equilibrium security pricing models\",\"factor models of returns\",\"market efficiency debate\",\"investment problems real-world solutions\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Solve real-world investment problems\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets; principles of portfolio construction; models of the tradeoff between risk and expected return.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Solving real-world investment problems and applying portfolio construction principles.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Formulate the trade-off between risk and return\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Formulating the trade-off between risk and return using established models.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Use portfolio optimization techniques to develop an asset allocation for an investor\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Using portfolio optimization techniques to develop asset allocations for investors.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Compare different equilibrium security pricing models\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Comparing different equilibrium security pricing models.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"title\",\"quote\":\"INVESTMENT THEORY\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets; principles of portfolio construction; models of the tradeoff between risk and expected return.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Investment Theory covers securities market structure, portfolio construction principles, and models of the tradeoff between risk and expected return.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Structure and functioning of securities markets\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"principles of portfolio construction\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Principles of portfolio construction\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Models of the tradeoff between risk and expected return\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Examine factor models of returns\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Factor models of returns\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":7,\"quote\":\"Debate market efficiency\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Market efficiency\"}]}","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_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"7a4de512b6f6df208f8dc1863e1e5b667339466a3ba3336b3ca5e54ac6daefa6","record_version_id":"0bd2a742fa919b355cd5493bddad46131dd60e5aad05c9e60038187a1ccd146e","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f45909553022e5d4c5893d6b274e8579d536a7685530df9e1fbc56630f0594a5","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"7a4de512b6f6df208f8dc1863e1e5b667339466a3ba3336b3ca5e54ac6daefa6","record_version_id":"0bd2a742fa919b355cd5493bddad46131dd60e5aad05c9e60038187a1ccd146e","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f45909553022e5d4c5893d6b274e8579d536a7685530df9e1fbc56630f0594a5","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"5af8013f6fc7e37e4dd006a6cc8b98aac26335902b05a1a0b4452f94ed06912f\",\"course_id\":\"ECON/FINANCE 320\",\"current_instructors\":[{\"instructor_uid\":\"instructor_95760030e5eb1dd5fed47a42\",\"message\":\"No course-specific reviews available\",\"name\":\"Jeremy Whitish\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3164646\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.47 GPA, 69.1% A/AB (n=110 letter grades); Spring 2026: 3.42 GPA, 62.2% A/AB (n=111 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_061faed5ac2c9eab8a497f09\",\"message\":\"No course-specific reviews available\",\"name\":\"William Diamond\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3140414\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.45 GPA, 69.4% A/AB (n=108 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.51 GPA, 75.8% A/AB (n=186 letter grades); Fall 2025: 3.41 GPA, 64.4% A/AB (n=253 letter grades); Spring 2026: 3.44 GPA, 65.8% A/AB (n=219 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":4,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JEREMY WHITISH is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"WILLIAM DIAMOND is recorded teaching in Spring 2026. 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_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"89a42b9f204b68d135e465a236c41e06beeaba6fc251b5d32c843083dd4fe154","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment) or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"n4\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"ECON\",\"FINANCE\"],\"timing\":\"prior\"},\"evidence\":\"FINANCE/ECON 300\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[\"n8\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 213or222)\",\"id\":\"n6\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":213,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 213\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"222\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[\"n10\",\"n11\",\"n12\",\"n13\",\"n14\",\"n15\",\"n16\",\"n17\",\"n18\",\"n19\",\"n20\",\"n21\"],\"condition\":null,\"course\":null,\"evidence\":\"(GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"n7\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":307,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 307\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":317,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"317\",\"id\":\"n11\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":656,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"656\",\"id\":\"n12\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":654,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 654\",\"id\":\"n13\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":655,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"655\",\"id\":\"n14\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":400,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 400\",\"id\":\"n15\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":410,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"410\",\"id\":\"n16\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"STAT/MATH 310\",\"id\":\"n17\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":312,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 312\",\"id\":\"n18\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"333\",\"id\":\"n19\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n20\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"ECON\",\"FINANCE\"],\"timing\":\"prior\"},\"evidence\":\"FINANCE/ECON 300\",\"id\":\"n21\",\"kind\":\"course\"}],\"notes\":[\"n9, n11, n12, n14, n16, n19: Course numbers are incomplete in requirements_text; linked_courses provide full context.\",\"n20: 'concurrent enrollment' is a condition leaf; timing for n7 children is prior unless explicitly concurrent.\",\"n7: The 'or' before '333or concurrent enrollment' suggests 333 is a course option and 'concurrent enrollment' is a separate condition or applies to the group. Parsed as separate condition leaf for safety.\",\"n21: Duplicate of n5 in linked_courses but required by requirements_text structure.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Requirement leaves cannot have children","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_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"89a42b9f204b68d135e465a236c41e06beeaba6fc251b5d32c843083dd4fe154","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 300\",\"field\":\"description\",\"quote\":\"Concepts and techniques in corporate finance and investments. Topics include the financial environment, securities markets, financial markets, financial statements and analysis, working capital management, capital budgeting, cost of capital, dividend policy, asset valuation, investments, decision-making under uncertainty, mergers, options, and futures.\"},{\"course_id\":\"MATH 213\",\"field\":\"description\",\"quote\":\"First order differential equations, introduction to multivariable calculus and constrained optimization, infinite sequences and series, methods of approximation, and a brief introduction to probability. Models and applications from business and the social sciences.\"},{\"course_id\":\"MATH 222\",\"field\":\"description\",\"quote\":\"Techniques of integration, improper integrals, first order ordinary differential equations, sequences and series, Taylor series, vector geometry in two and three dimensions.\"},{\"course_id\":\"GENBUS 307\",\"field\":\"description\",\"quote\":\"Emphasis on hands-on experience with many commonly used analytic methodologies using the modeling and optimization tools available on almost every professional desktop. The focus is predictive and prescriptive analytics.\"}],\"text\":\"Principles of corporate finance, calculus, and business analytics.\"},{\"evidence\":[{\"course_id\":\"GENBUS 317\",\"field\":\"description\",\"quote\":\"Statistical inference and analyses based on models will be introduced and applied in a business context using a calculus-based focus. Topics covered include point estimation, confidence intervals, hypothesis testing, regression models, and time series models.\"},{\"course_id\":\"GENBUS 656\",\"field\":\"description\",\"quote\":\"An introduction to predictive modeling for business applications beginning with some of the foundations. Leads to development of linear regression and classification models, and discussion of building models for prediction.\"}],\"text\":\"Statistical inference, regression, and predictive modeling.\"}],\"search_phrases\":[\"investment theory course\",\"securities markets portfolio construction\",\"risk return tradeoff model\",\"ECON FINANCE 320 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets\"}],\"text\":\"Understanding securities market structure and functioning.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"principles of portfolio construction\"}],\"text\":\"Portfolio construction principles.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return\"}],\"text\":\"Modeling risk and expected return tradeoffs.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"title\",\"quote\":\"INVESTMENT THEORY\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets; principles of portfolio construction; models of the tradeoff between risk and expected return.\"}],\"text\":\"Investment Theory covers securities markets, portfolio construction, and risk-return models.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets\"}],\"text\":\"Securities markets structure and functioning.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"principles of portfolio construction\"}],\"text\":\"Portfolio construction.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return\"}],\"text\":\"Risk and expected return tradeoff models.\"}]}","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_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"89a42b9f204b68d135e465a236c41e06beeaba6fc251b5d32c843083dd4fe154","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_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"648423a734322958cee8d7549b308992e2e753ce0d9f2f7dc980afb3e6cb4abd","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment) or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"ECON\",\"FINANCE\"],\"timing\":\"prior\"},\"evidence\":\"FINANCE/ECON 300\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 213or222)\",\"id\":\"n4\",\"kind\":\"any\"},{\"children\":[\"n8\",\"n9\",\"n10\",\"n11\",\"n12\",\"n13\",\"n14\",\"n15\",\"n16\",\"n17\",\"n18\"],\"condition\":null,\"course\":null,\"evidence\":\"(GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":213,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 213\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"222\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":307,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 307\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":317,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"317\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":656,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"656\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":654,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 654\",\"id\":\"n11\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":655,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"655\",\"id\":\"n12\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":400,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 400\",\"id\":\"n13\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":410,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"410\",\"id\":\"n14\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"STAT/MATH 310\",\"id\":\"n15\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":312,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 312\",\"id\":\"n16\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"333\",\"id\":\"n17\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n18\",\"kind\":\"condition\"}],\"notes\":[\"Parsed 'or concurrent enrollment' as a separate condition option alongside the course list.\"],\"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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"648423a734322958cee8d7549b308992e2e753ce0d9f2f7dc980afb3e6cb4abd","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 300\",\"field\":\"description\",\"quote\":\"Concepts and techniques in corporate finance and investments. Topics include the financial environment, securities markets, financial markets, financial statements and analysis, working capital management, capital budgeting, cost of capital, dividend policy, asset valuation, investments, decision-making under uncertainty, mergers, options, and futures.\"},{\"course_id\":\"MATH 213\",\"field\":\"description\",\"quote\":\"First order differential equations, introduction to multivariable calculus and constrained optimization, infinite sequences and series, methods of approximation, and a brief introduction to probability. Models and applications from business and the social sciences.\"},{\"course_id\":\"MATH 222\",\"field\":\"description\",\"quote\":\"Techniques of integration, improper integrals, first order ordinary differential equations, sequences and series, Taylor series, vector geometry in two and three dimensions.\"},{\"course_id\":\"GENBUS 307\",\"field\":\"description\",\"quote\":\"Emphasis on hands-on experience with many commonly used analytic methodologies using the modeling and optimization tools available on almost every professional desktop. The focus is predictive and prescriptive analytics.\"}],\"text\":\"Principles of corporate finance, calculus, and business analytics.\"},{\"evidence\":[{\"course_id\":\"GENBUS 317\",\"field\":\"description\",\"quote\":\"Statistical inference and analyses based on models will be introduced and applied in a business context using a calculus-based focus. Topics covered include point estimation, confidence intervals, hypothesis testing, regression models, and time series models.\"},{\"course_id\":\"GENBUS 656\",\"field\":\"description\",\"quote\":\"An introduction to predictive modeling for business applications beginning with some of the foundations. Leads to development of linear regression and classification models, and discussion of building models for prediction.\"}],\"text\":\"Statistical inference, regression, and predictive modeling.\"}],\"search_phrases\":[\"investment theory course\",\"securities markets portfolio construction\",\"risk return tradeoff model\",\"ECON FINANCE 320 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets\"}],\"text\":\"Understanding securities market structure and functioning.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"principles of portfolio construction\"}],\"text\":\"Portfolio construction principles.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return\"}],\"text\":\"Modeling risk and expected return tradeoffs.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"title\",\"quote\":\"INVESTMENT THEORY\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets; principles of portfolio construction; models of the tradeoff between risk and expected return.\"}],\"text\":\"Investment Theory covers securities markets, portfolio construction, and risk-return models.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets\"}],\"text\":\"Securities markets structure and functioning.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"principles of portfolio construction\"}],\"text\":\"Portfolio construction.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return\"}],\"text\":\"Risk and expected return tradeoff models.\"}]}","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_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"648423a734322958cee8d7549b308992e2e753ce0d9f2f7dc980afb3e6cb4abd","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":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"7a4de512b6f6df208f8dc1863e1e5b667339466a3ba3336b3ca5e54ac6daefa6","record_version_id":"0bd2a742fa919b355cd5493bddad46131dd60e5aad05c9e60038187a1ccd146e","job_id":"enrich-6556a505c10f448d98d02466","output_id":"b0e74942085b963f24cb02e91aecd6d277101c027d266910cead02f699745eb6","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"r1\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment) or declared in undergraduate Business Exchange program\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[\"c300\",\"math_group\",\"stats_group\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"r1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"ECON\",\"FINANCE\"],\"timing\":\"prior\"},\"evidence\":\"FINANCE/ECON 300\",\"id\":\"c300\",\"kind\":\"course\"},{\"children\":[\"m213\",\"m222\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 213or222)\",\"id\":\"math_group\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":213,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 213\",\"id\":\"m213\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"m222\",\"kind\":\"course\"},{\"children\":[\"gb307\",\"gb317\",\"gb656\",\"as654\",\"as655\",\"e400\",\"e410\",\"sm310\",\"st312\",\"st333\",\"conc\"],\"condition\":null,\"course\":null,\"evidence\":\"(GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"stats_group\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":307,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 307\",\"id\":\"gb307\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":317,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 317\",\"id\":\"gb317\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":656,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 656\",\"id\":\"gb656\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":654,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 654\",\"id\":\"as654\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":655,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 655\",\"id\":\"as655\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":400,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 400\",\"id\":\"e400\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":410,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 410\",\"id\":\"e410\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 310\",\"id\":\"sm310\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":312,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 312\",\"id\":\"st312\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 333\",\"id\":\"st333\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"conc\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"r2\",\"kind\":\"condition\"}],\"notes\":[\"The 'or concurrent enrollment' clause is interpreted as an alternative to the specific course list within the third requirement group.\",\"The final 'or declared in...' clause is treated as a top-level alternative to the entire prerequisite chain.\"],\"root\":\"root\",\"status\":\"parsed\"}","error":"Node m222: evidence 'MATH 222' must quote an exact source substring.\nNode st333: evidence 'STAT 333' must quote an exact source substring.\nUnreachable nodes: r2; connect all conditions and exclusions to the root.","model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"7a4de512b6f6df208f8dc1863e1e5b667339466a3ba3336b3ca5e54ac6daefa6","record_version_id":"0bd2a742fa919b355cd5493bddad46131dd60e5aad05c9e60038187a1ccd146e","job_id":"enrich-6556a505c10f448d98d02466","output_id":"b0e74942085b963f24cb02e91aecd6d277101c027d266910cead02f699745eb6","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"requirements_text\",\"quote\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment) or declared in undergraduate Business Exchange program\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\"}],\"search_phrases\":[\"securities markets structure and functioning\",\"portfolio construction principles\",\"risk and expected return tradeoff models\",\"asset allocation portfolio optimization\",\"equilibrium security pricing models\",\"factor models of returns\",\"market efficiency debate\",\"investment problems real-world solutions\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Solve real-world investment problems\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets; principles of portfolio construction; models of the tradeoff between risk and expected return.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Solving real-world investment problems and applying portfolio construction principles.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Formulate the trade-off between risk and return\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Formulating the trade-off between risk and return using established models.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Use portfolio optimization techniques to develop an asset allocation for an investor\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Using portfolio optimization techniques to develop asset allocations for investors.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Compare different equilibrium security pricing models\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Comparing different equilibrium security pricing models.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"title\",\"quote\":\"INVESTMENT THEORY\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets; principles of portfolio construction; models of the tradeoff between risk and expected return.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Investment Theory covers securities market structure, portfolio construction principles, and models of the tradeoff between risk and expected return.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Structure and functioning of securities markets\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"principles of portfolio construction\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Principles of portfolio construction\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Models of the tradeoff between risk and expected return\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Examine factor models of returns\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Factor models of returns\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":7,\"quote\":\"Debate market efficiency\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Market efficiency\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"7a4de512b6f6df208f8dc1863e1e5b667339466a3ba3336b3ca5e54ac6daefa6","record_version_id":"0bd2a742fa919b355cd5493bddad46131dd60e5aad05c9e60038187a1ccd146e","job_id":"enrich-6556a505c10f448d98d02466","output_id":"b0e74942085b963f24cb02e91aecd6d277101c027d266910cead02f699745eb6","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bebca9b1e86eaa38f3763d0c198a3392caf41ed926005caa27166310acaaec0b","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment) or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"ECON\",\"FINANCE\"],\"timing\":\"prior\"},\"evidence\":\"FINANCE/ECON 300\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 213or222)\",\"id\":\"n4\",\"kind\":\"any\"},{\"children\":[\"n8\",\"n9\",\"n10\",\"n11\",\"n12\",\"n13\",\"n14\",\"n15\",\"n16\",\"n17\",\"n18\"],\"condition\":null,\"course\":null,\"evidence\":\"(GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":213,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 213\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"222\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":307,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 307\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":317,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"317\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":656,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"656\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":654,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 654\",\"id\":\"n11\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":655,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"655\",\"id\":\"n12\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":400,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 400\",\"id\":\"n13\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":410,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"410\",\"id\":\"n14\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"STAT/MATH 310\",\"id\":\"n15\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":312,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 312\",\"id\":\"n16\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"333\",\"id\":\"n17\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n18\",\"kind\":\"condition\"}],\"notes\":[\"Parsed 'or concurrent enrollment' as a separate condition option alongside the course list.\"],\"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_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bebca9b1e86eaa38f3763d0c198a3392caf41ed926005caa27166310acaaec0b","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 300\",\"field\":\"description\",\"quote\":\"Concepts and techniques in corporate finance and investments. Topics include the financial environment, securities markets, financial markets, financial statements and analysis, working capital management, capital budgeting, cost of capital, dividend policy, asset valuation, investments, decision-making under uncertainty, mergers, options, and futures.\"},{\"course_id\":\"MATH 213\",\"field\":\"description\",\"quote\":\"First order differential equations, introduction to multivariable calculus and constrained optimization, infinite sequences and series, methods of approximation, and a brief introduction to probability. Models and applications from business and the social sciences.\"},{\"course_id\":\"MATH 222\",\"field\":\"description\",\"quote\":\"Techniques of integration, improper integrals, first order ordinary differential equations, sequences and series, Taylor series, vector geometry in two and three dimensions.\"},{\"course_id\":\"GENBUS 307\",\"field\":\"description\",\"quote\":\"Emphasis on hands-on experience with many commonly used analytic methodologies using the modeling and optimization tools available on almost every professional desktop. The focus is predictive and prescriptive analytics.\"}],\"text\":\"Principles of corporate finance, calculus, and business analytics.\"},{\"evidence\":[{\"course_id\":\"GENBUS 317\",\"field\":\"description\",\"quote\":\"Statistical inference and analyses based on models will be introduced and applied in a business context using a calculus-based focus. Topics covered include point estimation, confidence intervals, hypothesis testing, regression models, and time series models.\"},{\"course_id\":\"GENBUS 656\",\"field\":\"description\",\"quote\":\"An introduction to predictive modeling for business applications beginning with some of the foundations. Leads to development of linear regression and classification models, and discussion of building models for prediction.\"}],\"text\":\"Statistical inference, regression, and predictive modeling.\"}],\"search_phrases\":[\"investment theory course\",\"securities markets portfolio construction\",\"risk return tradeoff model\",\"ECON FINANCE 320 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets\"}],\"text\":\"Understanding securities market structure and functioning.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"principles of portfolio construction\"}],\"text\":\"Portfolio construction principles.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return\"}],\"text\":\"Modeling risk and expected return tradeoffs.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"title\",\"quote\":\"INVESTMENT THEORY\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets; principles of portfolio construction; models of the tradeoff between risk and expected return.\"}],\"text\":\"Investment Theory covers securities markets, portfolio construction, and risk-return models.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets\"}],\"text\":\"Securities markets structure and functioning.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"principles of portfolio construction\"}],\"text\":\"Portfolio construction.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return\"}],\"text\":\"Risk and expected return tradeoff models.\"}]}","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_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bebca9b1e86eaa38f3763d0c198a3392caf41ed926005caa27166310acaaec0b","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":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"7a4de512b6f6df208f8dc1863e1e5b667339466a3ba3336b3ca5e54ac6daefa6","record_version_id":"0bd2a742fa919b355cd5493bddad46131dd60e5aad05c9e60038187a1ccd146e","job_id":"enrich-79348710a077dbb34341f483","output_id":"f660b6233732940c131f414c866428c12793b52f19520f82b6978af14cbef257","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"r1\",\"r2\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment) or declared in undergraduate Business Exchange program\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[\"c300\",\"math_group\",\"stats_group\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"r1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"ECON\",\"FINANCE\"],\"timing\":\"prior\"},\"evidence\":\"FINANCE/ECON 300\",\"id\":\"c300\",\"kind\":\"course\"},{\"children\":[\"m213\",\"m222\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 213or222)\",\"id\":\"math_group\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":213,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 213or222\",\"id\":\"m213\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 213or222\",\"id\":\"m222\",\"kind\":\"course\"},{\"children\":[\"gb307\",\"gb317\",\"gb656\",\"as654\",\"as655\",\"e400\",\"e410\",\"sm310\",\"st312\",\"st333\",\"conc\"],\"condition\":null,\"course\":null,\"evidence\":\"(GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"stats_group\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":307,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 307,317,656\",\"id\":\"gb307\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":317,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 307,317,656\",\"id\":\"gb317\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":656,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 307,317,656\",\"id\":\"gb656\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":654,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 654,655\",\"id\":\"as654\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":655,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 654,655\",\"id\":\"as655\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":400,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 400,410\",\"id\":\"e400\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":410,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 400,410\",\"id\":\"e410\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT/MATH 310\",\"id\":\"sm310\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":312,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 312\",\"id\":\"st312\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"or333or\",\"id\":\"st333\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"conc\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"r2\",\"kind\":\"condition\"}],\"notes\":[\"The final 'or declared...' clause is treated as a top-level alternative to the entire prerequisite chain.\",\"'or concurrent enrollment' is modeled as an alternative within the third requirement group.\"],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"7a4de512b6f6df208f8dc1863e1e5b667339466a3ba3336b3ca5e54ac6daefa6","record_version_id":"0bd2a742fa919b355cd5493bddad46131dd60e5aad05c9e60038187a1ccd146e","job_id":"enrich-79348710a077dbb34341f483","output_id":"f660b6233732940c131f414c866428c12793b52f19520f82b6978af14cbef257","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"requirements_text\",\"quote\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment) or declared in undergraduate Business Exchange program\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\"}],\"search_phrases\":[\"securities markets structure and functioning\",\"portfolio construction principles\",\"risk and expected return tradeoff models\",\"asset allocation portfolio optimization\",\"equilibrium security pricing models\",\"factor models of returns\",\"market efficiency debate\",\"investment problems real-world solutions\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Solve real-world investment problems\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets; principles of portfolio construction; models of the tradeoff between risk and expected return.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Solving real-world investment problems and applying portfolio construction principles.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Formulate the trade-off between risk and return\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Formulating the trade-off between risk and return using established models.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Use portfolio optimization techniques to develop an asset allocation for an investor\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Using portfolio optimization techniques to develop asset allocations for investors.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Compare different equilibrium security pricing models\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Comparing different equilibrium security pricing models.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"title\",\"quote\":\"INVESTMENT THEORY\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets; principles of portfolio construction; models of the tradeoff between risk and expected return.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Investment Theory covers securities market structure, portfolio construction principles, and models of the tradeoff between risk and expected return.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Structure and functioning of securities markets\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"principles of portfolio construction\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Principles of portfolio construction\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return.\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Models of the tradeoff between risk and expected return\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Examine factor models of returns\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Factor models of returns\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"official_learning_outcomes\",\"outcome_index\":7,\"quote\":\"Debate market efficiency\",\"source_url\":\"https://guide.wisc.edu/courses/econ/\"}],\"text\":\"Market efficiency\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"7a4de512b6f6df208f8dc1863e1e5b667339466a3ba3336b3ca5e54ac6daefa6","record_version_id":"0bd2a742fa919b355cd5493bddad46131dd60e5aad05c9e60038187a1ccd146e","job_id":"enrich-79348710a077dbb34341f483","output_id":"f660b6233732940c131f414c866428c12793b52f19520f82b6978af14cbef257","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9ffb77df6a6c18f9d47da4fbbb2e4502fc2ab5291dac68b4e38dcceb54d7232d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment) or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"FINANCE/ECON 300, (MATH 213or222) and (GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"ECON\",\"FINANCE\"],\"timing\":\"prior\"},\"evidence\":\"FINANCE/ECON 300\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(MATH 213or222)\",\"id\":\"n4\",\"kind\":\"any\"},{\"children\":[\"n8\",\"n9\",\"n10\",\"n11\",\"n12\",\"n13\",\"n14\",\"n15\",\"n16\",\"n17\",\"n18\"],\"condition\":null,\"course\":null,\"evidence\":\"(GEN BUS 307,317,656,ACT SCI 654,655,ECON 400,410,STAT/MATH 310,STAT 312, or333or concurrent enrollment)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":213,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 213\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"222\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":307,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"GEN BUS 307\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":317,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"317\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":656,\"minimum_grade\":null,\"subjects\":[\"GENBUS\"],\"timing\":\"prior\"},\"evidence\":\"656\",\"id\":\"n10\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":654,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"ACT SCI 654\",\"id\":\"n11\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":655,\"minimum_grade\":null,\"subjects\":[\"ACTSCI\"],\"timing\":\"prior\"},\"evidence\":\"655\",\"id\":\"n12\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":400,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"ECON 400\",\"id\":\"n13\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":410,\"minimum_grade\":null,\"subjects\":[\"ECON\"],\"timing\":\"prior\"},\"evidence\":\"410\",\"id\":\"n14\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"MATH\",\"STAT\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"STAT/MATH 310\",\"id\":\"n15\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":312,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"STAT 312\",\"id\":\"n16\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":333,\"minimum_grade\":null,\"subjects\":[\"STAT\"],\"timing\":\"prior\"},\"evidence\":\"333\",\"id\":\"n17\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n18\",\"kind\":\"condition\"}],\"notes\":[\"Parsed 'or concurrent enrollment' as a separate condition option alongside the course list.\"],\"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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9ffb77df6a6c18f9d47da4fbbb2e4502fc2ab5291dac68b4e38dcceb54d7232d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 300\",\"field\":\"description\",\"quote\":\"Concepts and techniques in corporate finance and investments. Topics include the financial environment, securities markets, financial markets, financial statements and analysis, working capital management, capital budgeting, cost of capital, dividend policy, asset valuation, investments, decision-making under uncertainty, mergers, options, and futures.\"},{\"course_id\":\"MATH 213\",\"field\":\"description\",\"quote\":\"First order differential equations, introduction to multivariable calculus and constrained optimization, infinite sequences and series, methods of approximation, and a brief introduction to probability. Models and applications from business and the social sciences.\"},{\"course_id\":\"MATH 222\",\"field\":\"description\",\"quote\":\"Techniques of integration, improper integrals, first order ordinary differential equations, sequences and series, Taylor series, vector geometry in two and three dimensions.\"},{\"course_id\":\"GENBUS 307\",\"field\":\"description\",\"quote\":\"Emphasis on hands-on experience with many commonly used analytic methodologies using the modeling and optimization tools available on almost every professional desktop. The focus is predictive and prescriptive analytics.\"}],\"text\":\"Principles of corporate finance, calculus, and business analytics.\"},{\"evidence\":[{\"course_id\":\"GENBUS 317\",\"field\":\"description\",\"quote\":\"Statistical inference and analyses based on models will be introduced and applied in a business context using a calculus-based focus. Topics covered include point estimation, confidence intervals, hypothesis testing, regression models, and time series models.\"},{\"course_id\":\"GENBUS 656\",\"field\":\"description\",\"quote\":\"An introduction to predictive modeling for business applications beginning with some of the foundations. Leads to development of linear regression and classification models, and discussion of building models for prediction.\"}],\"text\":\"Statistical inference, regression, and predictive modeling.\"}],\"search_phrases\":[\"investment theory course\",\"securities markets portfolio construction\",\"risk return tradeoff model\",\"ECON FINANCE 320 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets\"}],\"text\":\"Understanding securities market structure and functioning.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"principles of portfolio construction\"}],\"text\":\"Portfolio construction principles.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return\"}],\"text\":\"Modeling risk and expected return tradeoffs.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"title\",\"quote\":\"INVESTMENT THEORY\"},{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets; principles of portfolio construction; models of the tradeoff between risk and expected return.\"}],\"text\":\"Investment Theory covers securities markets, portfolio construction, and risk-return models.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"Structure and functioning of securities markets\"}],\"text\":\"Securities markets structure and functioning.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"principles of portfolio construction\"}],\"text\":\"Portfolio construction.\"},{\"evidence\":[{\"course_id\":\"ECON/FINANCE 320\",\"field\":\"description\",\"quote\":\"models of the tradeoff between risk and expected return\"}],\"text\":\"Risk and expected return tradeoff models.\"}]}","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_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9ffb77df6a6c18f9d47da4fbbb2e4502fc2ab5291dac68b4e38dcceb54d7232d","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_6c0af1fab5f5a733992691b1","course_id":"ECON/FINANCE 320","catalog_version_id":"937b906edadd30c417a2f4b75902226d303aa6274b8dd3a4ec437ba636a7b822","record_version_id":"4191e265bb97079e010628d9b1a1f3ca8b5ccaf16ce471cd2125b3cb163ec6cd","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9ffb77df6a6c18f9d47da4fbbb2e4502fc2ab5291dac68b4e38dcceb54d7232d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"09f357975aac1c47ca74c6abf7e45539fde6639fb0a57660dfede7fac732f51c\",\"course_id\":\"ECON/FINANCE 320\",\"current_instructors\":[{\"instructor_uid\":\"instructor_4bcf4a541cf37a753c1c0bd7\",\"message\":\"No course-specific reviews available\",\"name\":\"GARRISON SOLLIDAY\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_95760030e5eb1dd5fed47a42\",\"message\":\"No course-specific reviews available\",\"name\":\"Jeremy Whitish\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3164646\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.47 GPA, 69.1% A/AB (n=110 letter grades); Spring 2026: 3.42 GPA, 62.2% A/AB (n=111 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_6d3c95fc83f3fcad5ec7555f\",\"message\":\"No course-specific reviews available\",\"name\":\"Sebastien Plante\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2444607\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.34 GPA, 58.8% A/AB (n=119 letter grades); Fall 2024: 3.48 GPA, 67.3% A/AB (n=107 letter grades); Fall 2025: 3.36 GPA, 60.8% A/AB (n=143 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.51 GPA, 75.8% A/AB (n=186 letter grades); Fall 2025: 3.41 GPA, 64.4% A/AB (n=253 letter grades); Spring 2026: 3.44 GPA, 65.8% A/AB (n=219 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JEREMY WHITISH is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON/FINANCE 320\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"source_record\":{\"entity_id\":\"a0662959-4dae-366f-946f-fe52d256f9d3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SEBASTIEN PLANTE is recorded teaching in Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]