[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"f5e7ed10222286b81b8e46b72d9cd38f183ca760ada7487fdd947aa0e9e64a47","record_version_id":"91f407dc90dfc5bf7c27c76b01cbbbcc96f7879e337b96379dfb9db57b279781","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"9ab8cc24a3a3b5050ebce9ede16a26804494cc25bccefd08ed985a964f17b2bb","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"AFAERO\"],\"timing\":\"prior\"},\"evidence\":\"A F AERO 301\",\"id\":\"req_1\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_1\",\"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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"f5e7ed10222286b81b8e46b72d9cd38f183ca760ada7487fdd947aa0e9e64a47","record_version_id":"91f407dc90dfc5bf7c27c76b01cbbbcc96f7879e337b96379dfb9db57b279781","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"9ab8cc24a3a3b5050ebce9ede16a26804494cc25bccefd08ed985a964f17b2bb","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Continuation ofA F AERO 301.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Prior completion of A F AERO 301 is required as this course is its continuation.\"}],\"search_phrases\":[\"leadership process\",\"verbal and written communication skills\",\"Air Force core values\",\"officer development\",\"motivation and feedback\",\"organizational climate\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Apply clear and concise verbal and written communications.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Clear and concise verbal and written communication\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Comprehend how motivation, feedback, boundaries, expectations, self-assessment and mentoring impact individual performance and subordinate development.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Motivation, feedback, and mentoring for subordinate development\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Value proper organizational climate, media engagement and use of social media.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Organizational climate and social media engagement\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"title\",\"quote\":\"LEADING PEOPLE AND EFFECTIVE COMMUNICATION II\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"},{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Provides a fundamental understanding of leadership. Learn about the leadership process with its complex interaction among leaders, followers and circumstances. Focus on developing intermediate to advanced verbal and written communication skills.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Leading People and Effective Communication II provides a fundamental understanding of leadership, focusing on the interaction among leaders, followers, and circumstances while developing intermediate to advanced verbal and written skills.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Understand how leadership enables mission success in diverse and dynamic organizations.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Leadership and mission success in diverse organizations\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Embrace the Air Force core values, heritage, and character and continuous learning attributes.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Air Force core values, heritage, and character\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Cadets apply knowledge in leadership laboratories and other cadet wing activities.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Leadership laboratories and cadet wing activities\"}]}","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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"f5e7ed10222286b81b8e46b72d9cd38f183ca760ada7487fdd947aa0e9e64a47","record_version_id":"91f407dc90dfc5bf7c27c76b01cbbbcc96f7879e337b96379dfb9db57b279781","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"9ab8cc24a3a3b5050ebce9ede16a26804494cc25bccefd08ed985a964f17b2bb","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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"f5e7ed10222286b81b8e46b72d9cd38f183ca760ada7487fdd947aa0e9e64a47","record_version_id":"91f407dc90dfc5bf7c27c76b01cbbbcc96f7879e337b96379dfb9db57b279781","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"9ab8cc24a3a3b5050ebce9ede16a26804494cc25bccefd08ed985a964f17b2bb","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"a2b65daf75781257bc183de3f50d1af78fff15e4c5ad57384913873be2fe2445\",\"course_id\":\"AFAERO 302\",\"current_instructors\":[{\"instructor_uid\":\"instructor_e8badc68a2c01cfca1adcbe2\",\"message\":\"No course-specific reviews available\",\"name\":\"Matthew Hodge\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.94 GPA, 94.1% A/AB (n=17 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_d56443873fdff48a572b23d2\",\"message\":\"No course-specific reviews available\",\"name\":\"McKenna Depue\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_95e724d0e2a44aedca36d68f\",\"message\":\"No course-specific reviews available\",\"name\":\"Nathan Mallow\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.94 GPA, 94.1% A/AB (n=17 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_40aafd894b78077fc86039b1\",\"message\":\"No course-specific reviews available\",\"name\":\"Ryan Hansen\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.94 GPA, 94.1% A/AB (n=17 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_5a89472da7fe86c09a0ed001\",\"message\":\"No course-specific reviews available\",\"name\":\"Scott Gross\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.89 GPA, 94.7% A/AB (n=19 letter grades); Spring 2026: 3.94 GPA, 94.1% A/AB (n=17 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\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.94 GPA, 100.0% A/AB (n=9 letter grades); Spring 2025: 3.89 GPA, 94.7% A/AB (n=19 letter grades); Spring 2026: 3.94 GPA, 94.1% A/AB (n=17 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MATTHEW HODGE is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"NATHAN MALLOW is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"RYAN HANSEN is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"AFAERO 302\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SCOTT GROSS is recorded teaching in 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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"7512255b1dc73931534e222e19d9d140ea850a25cba4d1b413c654cbfac2b1eb","record_version_id":"631c630e0a7414ee36849ce3c257469d7af3c66f89cbea94d2440112a621e87b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"de26639364935bcc26634c2ad2afbdf7dbaee9a45f89def91ad7e8456dca382c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"AFAERO\"],\"timing\":\"prior\"},\"evidence\":\"A F AERO 301\",\"id\":\"n0\",\"kind\":\"course\"}],\"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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"7512255b1dc73931534e222e19d9d140ea850a25cba4d1b413c654cbfac2b1eb","record_version_id":"631c630e0a7414ee36849ce3c257469d7af3c66f89cbea94d2440112a621e87b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"de26639364935bcc26634c2ad2afbdf7dbaee9a45f89def91ad7e8456dca382c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"AFAERO 301\",\"field\":\"description\",\"quote\":\"Provides a fundamental understanding of leadership. Learn about the leadership process with its complex interaction among leaders, followers and circumstances. Focus on developing intermediate to advanced verbal and written communication skills.\"}],\"text\":\"Fundamental understanding of leadership and the leadership process.\"},{\"evidence\":[{\"course_id\":\"AFAERO 301\",\"field\":\"description\",\"quote\":\"Focus on developing intermediate to advanced verbal and written communication skills.\"}],\"text\":\"Intermediate to advanced verbal and written communication skills.\"}],\"search_phrases\":[\"leadership process cadet wing\",\"effective communication skills AFAERO\",\"leading people intermediate advanced\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Focus on developing intermediate to advanced verbal and written communication skills.\"}],\"text\":\"Intermediate to advanced verbal communication skills\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Focus on developing intermediate to advanced verbal and written communication skills.\"}],\"text\":\"Intermediate to advanced written communication skills\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Cadets apply knowledge in leadership laboratories and other cadet wing activities.\"}],\"text\":\"Application of leadership knowledge in laboratories and activities\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"title\",\"quote\":\"LEADING PEOPLE AND EFFECTIVE COMMUNICATION II\"},{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Provides a fundamental understanding of leadership. Learn about the leadership process with its complex interaction among leaders, followers and circumstances.\"}],\"text\":\"AFAERO 302 teaches leadership processes and effective communication skills through cadet wing activities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Learn about the leadership process with its complex interaction among leaders, followers and circumstances.\"}],\"text\":\"Leadership process and interactions among leaders, followers, and circumstances\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Cadets apply knowledge in leadership laboratories and other cadet wing activities.\"}],\"text\":\"Leadership laboratories and cadet wing activities\"}]}","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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"7512255b1dc73931534e222e19d9d140ea850a25cba4d1b413c654cbfac2b1eb","record_version_id":"631c630e0a7414ee36849ce3c257469d7af3c66f89cbea94d2440112a621e87b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"de26639364935bcc26634c2ad2afbdf7dbaee9a45f89def91ad7e8456dca382c","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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"7512255b1dc73931534e222e19d9d140ea850a25cba4d1b413c654cbfac2b1eb","record_version_id":"631c630e0a7414ee36849ce3c257469d7af3c66f89cbea94d2440112a621e87b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"958ce49268d3918c55bde69d04af7e6c132def782819a470db8473a51c307c12","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"AFAERO\"],\"timing\":\"prior\"},\"evidence\":\"A F AERO 301\",\"id\":\"n0\",\"kind\":\"course\"}],\"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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"7512255b1dc73931534e222e19d9d140ea850a25cba4d1b413c654cbfac2b1eb","record_version_id":"631c630e0a7414ee36849ce3c257469d7af3c66f89cbea94d2440112a621e87b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"958ce49268d3918c55bde69d04af7e6c132def782819a470db8473a51c307c12","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"AFAERO 301\",\"field\":\"description\",\"quote\":\"Provides a fundamental understanding of leadership. Learn about the leadership process with its complex interaction among leaders, followers and circumstances. Focus on developing intermediate to advanced verbal and written communication skills.\"}],\"text\":\"Fundamental understanding of leadership and the leadership process.\"},{\"evidence\":[{\"course_id\":\"AFAERO 301\",\"field\":\"description\",\"quote\":\"Focus on developing intermediate to advanced verbal and written communication skills.\"}],\"text\":\"Intermediate to advanced verbal and written communication skills.\"}],\"search_phrases\":[\"leadership process cadet wing\",\"effective communication skills AFAERO\",\"leading people intermediate advanced\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Focus on developing intermediate to advanced verbal and written communication skills.\"}],\"text\":\"Intermediate to advanced verbal communication skills\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Focus on developing intermediate to advanced verbal and written communication skills.\"}],\"text\":\"Intermediate to advanced written communication skills\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Cadets apply knowledge in leadership laboratories and other cadet wing activities.\"}],\"text\":\"Application of leadership knowledge in laboratories and activities\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"title\",\"quote\":\"LEADING PEOPLE AND EFFECTIVE COMMUNICATION II\"},{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Provides a fundamental understanding of leadership. Learn about the leadership process with its complex interaction among leaders, followers and circumstances.\"}],\"text\":\"AFAERO 302 teaches leadership processes and effective communication skills through cadet wing activities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Learn about the leadership process with its complex interaction among leaders, followers and circumstances.\"}],\"text\":\"Leadership process and interactions among leaders, followers, and circumstances\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Cadets apply knowledge in leadership laboratories and other cadet wing activities.\"}],\"text\":\"Leadership laboratories and cadet wing activities\"}]}","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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"7512255b1dc73931534e222e19d9d140ea850a25cba4d1b413c654cbfac2b1eb","record_version_id":"631c630e0a7414ee36849ce3c257469d7af3c66f89cbea94d2440112a621e87b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"958ce49268d3918c55bde69d04af7e6c132def782819a470db8473a51c307c12","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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"f5e7ed10222286b81b8e46b72d9cd38f183ca760ada7487fdd947aa0e9e64a47","record_version_id":"91f407dc90dfc5bf7c27c76b01cbbbcc96f7879e337b96379dfb9db57b279781","job_id":"enrich-6556a505c10f448d98d02466","output_id":"cf5a3c8ad6373b5871bc9feb4f7b2b1a1897940ae5380049ccddbc614e4a436c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"AFAERO\"],\"timing\":\"prior\"},\"evidence\":\"A F AERO 301\",\"id\":\"req_1\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"req_1\",\"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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"f5e7ed10222286b81b8e46b72d9cd38f183ca760ada7487fdd947aa0e9e64a47","record_version_id":"91f407dc90dfc5bf7c27c76b01cbbbcc96f7879e337b96379dfb9db57b279781","job_id":"enrich-6556a505c10f448d98d02466","output_id":"cf5a3c8ad6373b5871bc9feb4f7b2b1a1897940ae5380049ccddbc614e4a436c","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Continuation ofA F AERO 301.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Prior completion of A F AERO 301 is required as this course is its continuation.\"}],\"search_phrases\":[\"leadership process\",\"verbal and written communication skills\",\"Air Force core values\",\"officer development\",\"motivation and feedback\",\"organizational climate\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Apply clear and concise verbal and written communications.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Clear and concise verbal and written communication\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Comprehend how motivation, feedback, boundaries, expectations, self-assessment and mentoring impact individual performance and subordinate development.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Motivation, feedback, and mentoring for subordinate development\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Value proper organizational climate, media engagement and use of social media.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Organizational climate and social media engagement\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"title\",\"quote\":\"LEADING PEOPLE AND EFFECTIVE COMMUNICATION II\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"},{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Provides a fundamental understanding of leadership. Learn about the leadership process with its complex interaction among leaders, followers and circumstances. Focus on developing intermediate to advanced verbal and written communication skills.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Leading People and Effective Communication II provides a fundamental understanding of leadership, focusing on the interaction among leaders, followers, and circumstances while developing intermediate to advanced verbal and written skills.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Understand how leadership enables mission success in diverse and dynamic organizations.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Leadership and mission success in diverse organizations\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Embrace the Air Force core values, heritage, and character and continuous learning attributes.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Air Force core values, heritage, and character\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Cadets apply knowledge in leadership laboratories and other cadet wing activities.\",\"source_url\":\"https://guide.wisc.edu/courses/a_f_aero/\"}],\"text\":\"Leadership laboratories and cadet wing activities\"}]}","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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"f5e7ed10222286b81b8e46b72d9cd38f183ca760ada7487fdd947aa0e9e64a47","record_version_id":"91f407dc90dfc5bf7c27c76b01cbbbcc96f7879e337b96379dfb9db57b279781","job_id":"enrich-6556a505c10f448d98d02466","output_id":"cf5a3c8ad6373b5871bc9feb4f7b2b1a1897940ae5380049ccddbc614e4a436c","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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"7512255b1dc73931534e222e19d9d140ea850a25cba4d1b413c654cbfac2b1eb","record_version_id":"631c630e0a7414ee36849ce3c257469d7af3c66f89cbea94d2440112a621e87b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"846e9a6ec7dc3bfdcdfead22524a09a0d6254ac5885f9f228d03c7b7451f352a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"AFAERO\"],\"timing\":\"prior\"},\"evidence\":\"A F AERO 301\",\"id\":\"n0\",\"kind\":\"course\"}],\"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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"7512255b1dc73931534e222e19d9d140ea850a25cba4d1b413c654cbfac2b1eb","record_version_id":"631c630e0a7414ee36849ce3c257469d7af3c66f89cbea94d2440112a621e87b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"846e9a6ec7dc3bfdcdfead22524a09a0d6254ac5885f9f228d03c7b7451f352a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"AFAERO 301\",\"field\":\"description\",\"quote\":\"Provides a fundamental understanding of leadership. Learn about the leadership process with its complex interaction among leaders, followers and circumstances. Focus on developing intermediate to advanced verbal and written communication skills.\"}],\"text\":\"Fundamental understanding of leadership and the leadership process.\"},{\"evidence\":[{\"course_id\":\"AFAERO 301\",\"field\":\"description\",\"quote\":\"Focus on developing intermediate to advanced verbal and written communication skills.\"}],\"text\":\"Intermediate to advanced verbal and written communication skills.\"}],\"search_phrases\":[\"leadership process cadet wing\",\"effective communication skills AFAERO\",\"leading people intermediate advanced\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Focus on developing intermediate to advanced verbal and written communication skills.\"}],\"text\":\"Intermediate to advanced verbal communication skills\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Focus on developing intermediate to advanced verbal and written communication skills.\"}],\"text\":\"Intermediate to advanced written communication skills\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Cadets apply knowledge in leadership laboratories and other cadet wing activities.\"}],\"text\":\"Application of leadership knowledge in laboratories and activities\"}],\"summary\":{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"title\",\"quote\":\"LEADING PEOPLE AND EFFECTIVE COMMUNICATION II\"},{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Provides a fundamental understanding of leadership. Learn about the leadership process with its complex interaction among leaders, followers and circumstances.\"}],\"text\":\"AFAERO 302 teaches leadership processes and effective communication skills through cadet wing activities.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Learn about the leadership process with its complex interaction among leaders, followers and circumstances.\"}],\"text\":\"Leadership process and interactions among leaders, followers, and circumstances\"},{\"evidence\":[{\"course_id\":\"AFAERO 302\",\"field\":\"description\",\"quote\":\"Cadets apply knowledge in leadership laboratories and other cadet wing activities.\"}],\"text\":\"Leadership laboratories and cadet wing activities\"}]}","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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"7512255b1dc73931534e222e19d9d140ea850a25cba4d1b413c654cbfac2b1eb","record_version_id":"631c630e0a7414ee36849ce3c257469d7af3c66f89cbea94d2440112a621e87b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"846e9a6ec7dc3bfdcdfead22524a09a0d6254ac5885f9f228d03c7b7451f352a","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_783dacc2d32adc400abec861","course_id":"AFAERO 302","catalog_version_id":"7512255b1dc73931534e222e19d9d140ea850a25cba4d1b413c654cbfac2b1eb","record_version_id":"631c630e0a7414ee36849ce3c257469d7af3c66f89cbea94d2440112a621e87b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"846e9a6ec7dc3bfdcdfead22524a09a0d6254ac5885f9f228d03c7b7451f352a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"2ed268acb57c1dc8f0477d6c528b8741cbd493ddffbab66ed9296fcb16cc070e\",\"course_id\":\"AFAERO 302\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"course_id\":\"AFAERO 302\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"AFAERO 302\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"AFAERO 302\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"087e30ac-3d2d-3c28-ae6a-f0d3f2ceb968\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.94 GPA, 100.0% A/AB (n=9 letter grades); Spring 2025: 3.89 GPA, 94.7% A/AB (n=19 letter grades); Spring 2026: 3.94 GPA, 94.1% A/AB (n=17 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}]