[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"32ec11221e8fe112c248e25bf36a3b2f0490147d82ff638835809b3517716b36","record_version_id":"8628ae65ff48dabcb22a3eb6cd967f2c0e4f6025fc2cbdd4a0b8fd284a60292f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"ebda8c7fc34eac3e02366dd3083778d9763982dfa5f625e85739b1dbc65562ea","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"32ec11221e8fe112c248e25bf36a3b2f0490147d82ff638835809b3517716b36","record_version_id":"8628ae65ff48dabcb22a3eb6cd967f2c0e4f6025fc2cbdd4a0b8fd284a60292f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"ebda8c7fc34eac3e02366dd3083778d9763982dfa5f625e85739b1dbc65562ea","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"Provides current and potential peer leaders the opportunity to reflect on and think critically about their personal goals, identities, and experiences that inform their development as a peer leader.\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Apply knowledge and skills to be able to effectively lead your peers in various STEM contexts on campus\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"peer leadership in STEM\",\"inclusion for diverse identities\",\"student success strategies\",\"UW-Madison Leadership Framework\",\"personal identity reflection\",\"campus resource connection\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"Increase awareness and develop practical skills to promote inclusion and success for students with diverse identities\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Promoting inclusion for students with diverse identities\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Develop peer leadership skills and relate them to the UW-Madison Leadership Framework\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Peer leadership aligned with the UW-Madison Leadership Framework\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Connect students with campus and community resources to support their success\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Connecting students with campus and community resources\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Reflect on personal goals, strengths, experiences, and identities to inform your ongoing development as a student leader\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Self-reflection on goals, strengths, and identities for leadership development\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"title\",\"quote\":\"EXPLORING PEER LEADERSHIP IN STEM\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"Provides current and potential peer leaders the opportunity to reflect on and think critically about their personal goals, identities, and experiences that inform their development as a peer leader.\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"Increase awareness and develop practical skills to promote inclusion and success for students with diverse identities, and learn how to connect students with campus and community resources.\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Explore peer leadership in STEM by reflecting on personal identities and developing skills to promote inclusion and connect students with campus resources.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe relevance of personal identities to experiences in higher education and STEM\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Personal identities in higher education and STEM\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify strategies to promote inclusion for students with diverse identities, including identities that are underrepresented in STEM and higher education\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Inclusion strategies for underrepresented identities\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Apply knowledge and skills to be able to effectively lead your peers in various STEM contexts on campus\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Leading peers in STEM contexts\"}]}","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"32ec11221e8fe112c248e25bf36a3b2f0490147d82ff638835809b3517716b36","record_version_id":"8628ae65ff48dabcb22a3eb6cd967f2c0e4f6025fc2cbdd4a0b8fd284a60292f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"ebda8c7fc34eac3e02366dd3083778d9763982dfa5f625e85739b1dbc65562ea","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"32ec11221e8fe112c248e25bf36a3b2f0490147d82ff638835809b3517716b36","record_version_id":"8628ae65ff48dabcb22a3eb6cd967f2c0e4f6025fc2cbdd4a0b8fd284a60292f","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"ebda8c7fc34eac3e02366dd3083778d9763982dfa5f625e85739b1dbc65562ea","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"42ef5fbf3e7de65a22f513742c7938a0bb3fa2cb8cb7ead96da9617d6def811b\",\"course_id\":\"INTEGSCI 230\",\"current_instructors\":[{\"instructor_uid\":\"instructor_7587123f17dc3d6c8fcc226e\",\"message\":\"No course-specific reviews available\",\"name\":\"Keegan Buscaino\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"INTEGSCI 230\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"source_record\":{\"entity_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTEGSCI 230\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"source_record\":{\"entity_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=20 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"INTEGSCI 230\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTEGSCI 230\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTEGSCI 230\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 4.00 GPA, 100.0% A/AB (n=16 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=20 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"INTEGSCI 230\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"source_record\":{\"entity_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTEGSCI 230\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"source_record\":{\"entity_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KEEGAN BUSCAINO is recorded teaching in Fall 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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"105a96077d60f1ba63d9e454a46eaacfc2f195e363a454da94a017634c14ab08","record_version_id":"eb4423071976330dc72b33c994a50291316b574a0fe1cd6bd53bcbfaaa3de49d","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4bb0a5b71cd3bd1c430e5b1c0507582d73c0d9e1875dd5f9a2310fbd017c3d66","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"105a96077d60f1ba63d9e454a46eaacfc2f195e363a454da94a017634c14ab08","record_version_id":"eb4423071976330dc72b33c994a50291316b574a0fe1cd6bd53bcbfaaa3de49d","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4bb0a5b71cd3bd1c430e5b1c0507582d73c0d9e1875dd5f9a2310fbd017c3d66","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"peer leadership STEM\",\"diverse identities inclusion\",\"campus community resources\",\"student success support\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"develop practical skills to promote inclusion and success\"}],\"text\":\"Promoting inclusion and student success\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"learn how to connect students with campus and community resources\"}],\"text\":\"Connecting students with resources\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"reflect on and think critically about their personal goals, identities, and experiences\"}],\"text\":\"Critical reflection on identity and goals\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"title\",\"quote\":\"EXPLORING PEER LEADERSHIP IN STEM\"},{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"Provides current and potential peer leaders the opportunity to reflect on and think critically about their personal goals, identities, and experiences\"}],\"text\":\"Explores peer leadership in STEM through critical reflection on identity and practical skills for promoting inclusion.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"personal goals, identities, and experiences\"}],\"text\":\"Personal identity and goals\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"promote inclusion and success for students with diverse identities\"}],\"text\":\"Inclusion and diversity\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"connect students with campus and community resources\"}],\"text\":\"Campus and community resources\"}]}","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"105a96077d60f1ba63d9e454a46eaacfc2f195e363a454da94a017634c14ab08","record_version_id":"eb4423071976330dc72b33c994a50291316b574a0fe1cd6bd53bcbfaaa3de49d","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"4bb0a5b71cd3bd1c430e5b1c0507582d73c0d9e1875dd5f9a2310fbd017c3d66","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"105a96077d60f1ba63d9e454a46eaacfc2f195e363a454da94a017634c14ab08","record_version_id":"eb4423071976330dc72b33c994a50291316b574a0fe1cd6bd53bcbfaaa3de49d","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e36b435faf1d27db0ebbd5c50373dc81c021c847ba3790825a03288469382b68","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"105a96077d60f1ba63d9e454a46eaacfc2f195e363a454da94a017634c14ab08","record_version_id":"eb4423071976330dc72b33c994a50291316b574a0fe1cd6bd53bcbfaaa3de49d","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e36b435faf1d27db0ebbd5c50373dc81c021c847ba3790825a03288469382b68","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"peer leadership STEM\",\"diverse identities inclusion\",\"campus community resources\",\"student success support\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"develop practical skills to promote inclusion and success\"}],\"text\":\"Promoting inclusion and student success\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"learn how to connect students with campus and community resources\"}],\"text\":\"Connecting students with resources\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"reflect on and think critically about their personal goals, identities, and experiences\"}],\"text\":\"Critical reflection on identity and goals\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"title\",\"quote\":\"EXPLORING PEER LEADERSHIP IN STEM\"},{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"Provides current and potential peer leaders the opportunity to reflect on and think critically about their personal goals, identities, and experiences\"}],\"text\":\"Explores peer leadership in STEM through critical reflection on identity and practical skills for promoting inclusion.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"personal goals, identities, and experiences\"}],\"text\":\"Personal identity and goals\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"promote inclusion and success for students with diverse identities\"}],\"text\":\"Inclusion and diversity\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"connect students with campus and community resources\"}],\"text\":\"Campus and community resources\"}]}","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"105a96077d60f1ba63d9e454a46eaacfc2f195e363a454da94a017634c14ab08","record_version_id":"eb4423071976330dc72b33c994a50291316b574a0fe1cd6bd53bcbfaaa3de49d","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e36b435faf1d27db0ebbd5c50373dc81c021c847ba3790825a03288469382b68","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"32ec11221e8fe112c248e25bf36a3b2f0490147d82ff638835809b3517716b36","record_version_id":"8628ae65ff48dabcb22a3eb6cd967f2c0e4f6025fc2cbdd4a0b8fd284a60292f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"2e3305ded015cfaa707e5a93e758065733885df2758b279914108eab401b8597","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"32ec11221e8fe112c248e25bf36a3b2f0490147d82ff638835809b3517716b36","record_version_id":"8628ae65ff48dabcb22a3eb6cd967f2c0e4f6025fc2cbdd4a0b8fd284a60292f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"2e3305ded015cfaa707e5a93e758065733885df2758b279914108eab401b8597","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"Provides current and potential peer leaders the opportunity to reflect on and think critically about their personal goals, identities, and experiences that inform their development as a peer leader.\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Apply knowledge and skills to be able to effectively lead your peers in various STEM contexts on campus\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"peer leadership in STEM\",\"inclusion for diverse identities\",\"student success strategies\",\"UW-Madison Leadership Framework\",\"personal identity reflection\",\"campus resource connection\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"Increase awareness and develop practical skills to promote inclusion and success for students with diverse identities\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Promoting inclusion for students with diverse identities\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Develop peer leadership skills and relate them to the UW-Madison Leadership Framework\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Peer leadership aligned with the UW-Madison Leadership Framework\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Connect students with campus and community resources to support their success\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Connecting students with campus and community resources\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Reflect on personal goals, strengths, experiences, and identities to inform your ongoing development as a student leader\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Self-reflection on goals, strengths, and identities for leadership development\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"title\",\"quote\":\"EXPLORING PEER LEADERSHIP IN STEM\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"Provides current and potential peer leaders the opportunity to reflect on and think critically about their personal goals, identities, and experiences that inform their development as a peer leader.\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"Increase awareness and develop practical skills to promote inclusion and success for students with diverse identities, and learn how to connect students with campus and community resources.\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Explore peer leadership in STEM by reflecting on personal identities and developing skills to promote inclusion and connect students with campus resources.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe relevance of personal identities to experiences in higher education and STEM\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Personal identities in higher education and STEM\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify strategies to promote inclusion for students with diverse identities, including identities that are underrepresented in STEM and higher education\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Inclusion strategies for underrepresented identities\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Apply knowledge and skills to be able to effectively lead your peers in various STEM contexts on campus\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Leading peers in STEM contexts\"}]}","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"32ec11221e8fe112c248e25bf36a3b2f0490147d82ff638835809b3517716b36","record_version_id":"8628ae65ff48dabcb22a3eb6cd967f2c0e4f6025fc2cbdd4a0b8fd284a60292f","job_id":"enrich-6556a505c10f448d98d02466","output_id":"2e3305ded015cfaa707e5a93e758065733885df2758b279914108eab401b8597","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"105a96077d60f1ba63d9e454a46eaacfc2f195e363a454da94a017634c14ab08","record_version_id":"eb4423071976330dc72b33c994a50291316b574a0fe1cd6bd53bcbfaaa3de49d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0480d1fe23daaa7eca9e2f5afec4dd7993645a14071c67d1de0acc5c0f52f0b5","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"105a96077d60f1ba63d9e454a46eaacfc2f195e363a454da94a017634c14ab08","record_version_id":"eb4423071976330dc72b33c994a50291316b574a0fe1cd6bd53bcbfaaa3de49d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0480d1fe23daaa7eca9e2f5afec4dd7993645a14071c67d1de0acc5c0f52f0b5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"peer leadership STEM\",\"diverse identities inclusion\",\"campus community resources\",\"student success support\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"develop practical skills to promote inclusion and success\"}],\"text\":\"Promoting inclusion and student success\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"learn how to connect students with campus and community resources\"}],\"text\":\"Connecting students with resources\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"reflect on and think critically about their personal goals, identities, and experiences\"}],\"text\":\"Critical reflection on identity and goals\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"title\",\"quote\":\"EXPLORING PEER LEADERSHIP IN STEM\"},{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"Provides current and potential peer leaders the opportunity to reflect on and think critically about their personal goals, identities, and experiences\"}],\"text\":\"Explores peer leadership in STEM through critical reflection on identity and practical skills for promoting inclusion.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"personal goals, identities, and experiences\"}],\"text\":\"Personal identity and goals\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"promote inclusion and success for students with diverse identities\"}],\"text\":\"Inclusion and diversity\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 230\",\"field\":\"description\",\"quote\":\"connect students with campus and community resources\"}],\"text\":\"Campus and community resources\"}]}","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"105a96077d60f1ba63d9e454a46eaacfc2f195e363a454da94a017634c14ab08","record_version_id":"eb4423071976330dc72b33c994a50291316b574a0fe1cd6bd53bcbfaaa3de49d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0480d1fe23daaa7eca9e2f5afec4dd7993645a14071c67d1de0acc5c0f52f0b5","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_879bbdd35c293dc642e760cc","course_id":"INTEGSCI 230","catalog_version_id":"105a96077d60f1ba63d9e454a46eaacfc2f195e363a454da94a017634c14ab08","record_version_id":"eb4423071976330dc72b33c994a50291316b574a0fe1cd6bd53bcbfaaa3de49d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0480d1fe23daaa7eca9e2f5afec4dd7993645a14071c67d1de0acc5c0f52f0b5","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"7eab5e1b35b1075ce72ef0861f5197fae9da4849cb72524863d2074cdd23404b\",\"course_id\":\"INTEGSCI 230\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"INTEGSCI 230\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"INTEGSCI 230\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"INTEGSCI 230\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"22a3f2ae-23a0-3778-a01c-75c7ed6bd0ba\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 4.00 GPA, 100.0% A/AB (n=16 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=15 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=20 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}]