[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"c416e56c1aa299456b4017cc3e4c8c13f0df08d3e9abba0026004c0293971706","record_version_id":"3e45f1f97de497129af01c37f72fb8dc297be124fea98c8533cf22325ad78f5c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"387e658b8d31b3c793ba532d3bf15ad9d7d302d2c09436047446b04854f3f62d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Senior standing\",\"course\":null,\"evidence\":\"Senior standing\",\"id\":\"cond-senior\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.\",\"course\":null,\"evidence\":\"(declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.)\",\"id\":\"cond-major\",\"kind\":\"condition\"},{\"children\":[\"cond-senior\",\"cond-major\"],\"condition\":null,\"course\":null,\"evidence\":\"Senior standing and (declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.)\",\"id\":\"root-all\",\"kind\":\"all\"}],\"notes\":[],\"root\":\"root-all\",\"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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"c416e56c1aa299456b4017cc3e4c8c13f0df08d3e9abba0026004c0293971706","record_version_id":"3e45f1f97de497129af01c37f72fb8dc297be124fea98c8533cf22325ad78f5c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"387e658b8d31b3c793ba532d3bf15ad9d7d302d2c09436047446b04854f3f62d","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"utilize quantitative techniques in economic analyses\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Write a clear report that uses the tools of applied economics and business to answer consultant, business, and/or research questions and communicates clearly the results of analysis and data to a reader.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate effectively an oral summary of a research or consulting report or a business plan to an audience.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"Senior Capstone Experience\",\"applied economics capstone\",\"agricultural business management capstone\",\"economic analysis report writing\",\"business consulting project\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"apply economic theory to economic problems\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Applying economic theory to solve real-world problems\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"utilize quantitative techniques in economic analyses\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Using quantitative techniques for economic analysis\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Write a clear report that uses the tools of applied economics and business to answer consultant, business, and/or research questions and communicates clearly the results of analysis and data to a reader.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Writing professional reports on economic and business topics\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Work in teams including effective project and time management, communication, and teamwork.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Teamwork, project management, and time management\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"title\",\"quote\":\"SENIOR CAPSTONE EXPERIENCE\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"},{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"Teaches students how to apply economic theory to economic problems, utilize quantitative techniques in economic analyses, and communicate findings and results of economic analyses.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"A senior capstone course where students apply economic theory and quantitative techniques to analyze real-world problems and communicate their findings through written reports and oral presentations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"apply economic theory to economic problems\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Applied economic theory\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"quantitative techniques in economic analyses\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Quantitative economic analysis\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"answer consultant, business, and/or research questions\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Consulting, business, and research problem-solving\"}]}","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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"c416e56c1aa299456b4017cc3e4c8c13f0df08d3e9abba0026004c0293971706","record_version_id":"3e45f1f97de497129af01c37f72fb8dc297be124fea98c8533cf22325ad78f5c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"387e658b8d31b3c793ba532d3bf15ad9d7d302d2c09436047446b04854f3f62d","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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"c416e56c1aa299456b4017cc3e4c8c13f0df08d3e9abba0026004c0293971706","record_version_id":"3e45f1f97de497129af01c37f72fb8dc297be124fea98c8533cf22325ad78f5c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"387e658b8d31b3c793ba532d3bf15ad9d7d302d2c09436047446b04854f3f62d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"203ad00eeb42f21f9d542cbc1fb195685ac5db0439e818655d548ab4fcdfe7d7\",\"course_id\":\"AAE 500\",\"current_instructors\":[{\"instructor_uid\":\"instructor_8eb83acdf2bc3230b1490011\",\"message\":\"No course-specific reviews available\",\"name\":\"Jeremy Beach\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3141236\",\"summary\":[{\"citations\":[{\"course_id\":\"AAE 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"AAE 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"AAE 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.97 GPA, 100.0% A/AB (n=36 letter grades); Spring 2025: 3.90 GPA, 96.2% A/AB (n=26 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=38 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"AAE 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"AAE 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"AAE 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.97 GPA, 100.0% A/AB (n=36 letter grades); Spring 2025: 3.90 GPA, 96.2% A/AB (n=26 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=38 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"AAE 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"AAE 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"AAE 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"AAE 500\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"JEREMY BEACH is recorded teaching in Spring 2023, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"15510fc46ff3d9dcf0853b3d9dc974f1becb9561566fbecc56af2148bcf648c4","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Senior standing and (declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.)\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Senior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"declared in Agricultural & Applied Economics, B.S.\",\"course\":null,\"evidence\":\"declared in Agricultural & Applied Economics, B.S.\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Agricultural Business Management, B.S.\",\"course\":null,\"evidence\":\"Agricultural Business Management, B.S.\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Non-course conditions must preserve verbatim source text","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"15510fc46ff3d9dcf0853b3d9dc974f1becb9561566fbecc56af2148bcf648c4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"Agricultural & Applied Economics capstone\",\"economic theory application\",\"quantitative economic analysis\",\"senior capstone experience AAE\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"utilize quantitative techniques in economic analyses\"}],\"text\":\"Utilize quantitative techniques in economic analyses\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"communicate findings and results of economic analyses\"}],\"text\":\"Communicate findings and results of economic analyses\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"Teaches students how to apply economic theory to economic problems, utilize quantitative techniques in economic analyses, and communicate findings and results of economic analyses.\"}],\"text\":\"A senior capstone course teaching application of economic theory, quantitative analysis, and communication of results.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"apply economic theory to economic problems\"}],\"text\":\"Application of economic theory to economic problems\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"quantitative techniques in economic analyses\"}],\"text\":\"Quantitative techniques in economic analyses\"}]}","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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"15510fc46ff3d9dcf0853b3d9dc974f1becb9561566fbecc56af2148bcf648c4","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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8b1e628512eb2dab08b73a84b9883810e258b25eb1c8305c9bbb629d8644890d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Senior standing and (declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.)\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Senior standing\",\"course\":null,\"evidence\":\"Senior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"declared in Agricultural & Applied Economics, B.S.\",\"course\":null,\"evidence\":\"declared in Agricultural & Applied Economics, B.S.\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Agricultural Business Management, B.S.\",\"course\":null,\"evidence\":\"Agricultural Business Management, B.S.\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8b1e628512eb2dab08b73a84b9883810e258b25eb1c8305c9bbb629d8644890d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"Agricultural & Applied Economics capstone\",\"economic theory application\",\"quantitative economic analysis\",\"senior capstone experience AAE\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"utilize quantitative techniques in economic analyses\"}],\"text\":\"Utilize quantitative techniques in economic analyses\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"communicate findings and results of economic analyses\"}],\"text\":\"Communicate findings and results of economic analyses\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"Teaches students how to apply economic theory to economic problems, utilize quantitative techniques in economic analyses, and communicate findings and results of economic analyses.\"}],\"text\":\"A senior capstone course teaching application of economic theory, quantitative analysis, and communication of results.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"apply economic theory to economic problems\"}],\"text\":\"Application of economic theory to economic problems\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"quantitative techniques in economic analyses\"}],\"text\":\"Quantitative techniques in economic analyses\"}]}","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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8b1e628512eb2dab08b73a84b9883810e258b25eb1c8305c9bbb629d8644890d","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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"c416e56c1aa299456b4017cc3e4c8c13f0df08d3e9abba0026004c0293971706","record_version_id":"3e45f1f97de497129af01c37f72fb8dc297be124fea98c8533cf22325ad78f5c","job_id":"enrich-6556a505c10f448d98d02466","output_id":"9d180ca9e54114fd857e711a1d638b02f06eaf09a564b85cb4a9ff7243e99ad3","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Senior standing\",\"course\":null,\"evidence\":\"Senior standing\",\"id\":\"cond-senior\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.\",\"course\":null,\"evidence\":\"(declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.)\",\"id\":\"cond-major\",\"kind\":\"condition\"},{\"children\":[\"cond-senior\",\"cond-major\"],\"condition\":null,\"course\":null,\"evidence\":\"Senior standing and (declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.)\",\"id\":\"root-all\",\"kind\":\"all\"}],\"notes\":[],\"root\":\"root-all\",\"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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"c416e56c1aa299456b4017cc3e4c8c13f0df08d3e9abba0026004c0293971706","record_version_id":"3e45f1f97de497129af01c37f72fb8dc297be124fea98c8533cf22325ad78f5c","job_id":"enrich-6556a505c10f448d98d02466","output_id":"9d180ca9e54114fd857e711a1d638b02f06eaf09a564b85cb4a9ff7243e99ad3","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"utilize quantitative techniques in economic analyses\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Write a clear report that uses the tools of applied economics and business to answer consultant, business, and/or research questions and communicates clearly the results of analysis and data to a reader.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate effectively an oral summary of a research or consulting report or a business plan to an audience.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"Senior Capstone Experience\",\"applied economics capstone\",\"agricultural business management capstone\",\"economic analysis report writing\",\"business consulting project\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"apply economic theory to economic problems\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Applying economic theory to solve real-world problems\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"utilize quantitative techniques in economic analyses\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Using quantitative techniques for economic analysis\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Write a clear report that uses the tools of applied economics and business to answer consultant, business, and/or research questions and communicates clearly the results of analysis and data to a reader.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Writing professional reports on economic and business topics\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Work in teams including effective project and time management, communication, and teamwork.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Teamwork, project management, and time management\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"title\",\"quote\":\"SENIOR CAPSTONE EXPERIENCE\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"},{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"Teaches students how to apply economic theory to economic problems, utilize quantitative techniques in economic analyses, and communicate findings and results of economic analyses.\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"A senior capstone course where students apply economic theory and quantitative techniques to analyze real-world problems and communicate their findings through written reports and oral presentations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"apply economic theory to economic problems\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Applied economic theory\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"quantitative techniques in economic analyses\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Quantitative economic analysis\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"answer consultant, business, and/or research questions\",\"source_url\":\"https://guide.wisc.edu/courses/a_a_e/\"}],\"text\":\"Consulting, business, and research problem-solving\"}]}","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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"c416e56c1aa299456b4017cc3e4c8c13f0df08d3e9abba0026004c0293971706","record_version_id":"3e45f1f97de497129af01c37f72fb8dc297be124fea98c8533cf22325ad78f5c","job_id":"enrich-6556a505c10f448d98d02466","output_id":"9d180ca9e54114fd857e711a1d638b02f06eaf09a564b85cb4a9ff7243e99ad3","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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-789789da373eecc1ff75f626","output_id":"2524c4e7cb3abf39538f92099adeaf99b5a223b902758478bd704c6b62ee1115","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Senior standing and (declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.)\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Senior standing\",\"course\":null,\"evidence\":\"Senior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"declared in Agricultural & Applied Economics, B.S.\",\"course\":null,\"evidence\":\"declared in Agricultural & Applied Economics, B.S.\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Agricultural Business Management, B.S.\",\"course\":null,\"evidence\":\"Agricultural Business Management, B.S.\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-789789da373eecc1ff75f626","output_id":"2524c4e7cb3abf39538f92099adeaf99b5a223b902758478bd704c6b62ee1115","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"Agricultural & Applied Economics capstone\",\"economic theory application\",\"quantitative economic analysis\",\"senior capstone experience AAE\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"utilize quantitative techniques in economic analyses\"}],\"text\":\"Utilize quantitative techniques in economic analyses\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"communicate findings and results of economic analyses\"}],\"text\":\"Communicate findings and results of economic analyses\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"Teaches students how to apply economic theory to economic problems, utilize quantitative techniques in economic analyses, and communicate findings and results of economic analyses.\"}],\"text\":\"A senior capstone course teaching application of economic theory, quantitative analysis, and communication of results.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"apply economic theory to economic problems\"}],\"text\":\"Application of economic theory to economic problems\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"quantitative techniques in economic analyses\"}],\"text\":\"Quantitative techniques in economic analyses\"}]}","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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-789789da373eecc1ff75f626","output_id":"2524c4e7cb3abf39538f92099adeaf99b5a223b902758478bd704c6b62ee1115","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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cee45b8a8bad5981951def8f68b5d7921437ca11cded77edb70f74473301581a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Senior standing and (declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.)\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Senior standing\",\"course\":null,\"evidence\":\"Senior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"declared in Agricultural & Applied Economics, B.S. or Agricultural Business Management, B.S.\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"declared in Agricultural & Applied Economics, B.S.\",\"course\":null,\"evidence\":\"declared in Agricultural & Applied Economics, B.S.\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"Agricultural Business Management, B.S.\",\"course\":null,\"evidence\":\"Agricultural Business Management, B.S.\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cee45b8a8bad5981951def8f68b5d7921437ca11cded77edb70f74473301581a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"Agricultural & Applied Economics capstone\",\"economic theory application\",\"quantitative economic analysis\",\"senior capstone experience AAE\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"utilize quantitative techniques in economic analyses\"}],\"text\":\"Utilize quantitative techniques in economic analyses\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"communicate findings and results of economic analyses\"}],\"text\":\"Communicate findings and results of economic analyses\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"Teaches students how to apply economic theory to economic problems, utilize quantitative techniques in economic analyses, and communicate findings and results of economic analyses.\"}],\"text\":\"A senior capstone course teaching application of economic theory, quantitative analysis, and communication of results.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"apply economic theory to economic problems\"}],\"text\":\"Application of economic theory to economic problems\"},{\"evidence\":[{\"course_id\":\"AAE 500\",\"field\":\"description\",\"quote\":\"quantitative techniques in economic analyses\"}],\"text\":\"Quantitative techniques in economic analyses\"}]}","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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cee45b8a8bad5981951def8f68b5d7921437ca11cded77edb70f74473301581a","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_a421915116f31b7bcef1ed71","course_id":"AAE 500","catalog_version_id":"cc66dd606bb276d955962f45dd4018698d898f69ab3b1bc89858502f330c74a7","record_version_id":"df13a7b2e3a08b8756f600dd3f14b9f9c68a71f8e72f44671f63e0e821d63d05","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cee45b8a8bad5981951def8f68b5d7921437ca11cded77edb70f74473301581a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"dee9aa56b5ae216a0c6c1914db9d380d3cbde3f62413eca6ff4fe0a600e2ebb0\",\"course_id\":\"AAE 500\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"course_id\":\"AAE 500\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"AAE 500\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"AAE 500\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fa9d5bee-0667-356b-a1a5-afc8ce8f15c9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.97 GPA, 100.0% A/AB (n=36 letter grades); Spring 2025: 3.90 GPA, 96.2% A/AB (n=26 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=38 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"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}]