[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"5804385212a7683fdc93564455c825709bd43d882b61b72e58667d08e51004ea","record_version_id":"ff4d34ccdbc34df3d6c1922d0b995d9cb8bb2c4869889b7f8995afbeb52ce598","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"fa565b58b07f15c31fe62344acffb8c798a704af56fc776bad4927e930155dd1","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":640,\"minimum_grade\":null,\"subjects\":[\"INTEGSCI\"],\"timing\":\"prior\"},\"evidence\":\"INTEGSCI 640\",\"id\":\"r1\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"r1\",\"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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"5804385212a7683fdc93564455c825709bd43d882b61b72e58667d08e51004ea","record_version_id":"ff4d34ccdbc34df3d6c1922d0b995d9cb8bb2c4869889b7f8995afbeb52ce598","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"fa565b58b07f15c31fe62344acffb8c798a704af56fc776bad4927e930155dd1","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"fosters development of materials for use in a community-based practicum\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Develop pathway-specific materials in collaboration with peers and community partners that appropriately engage stakeholders in STEM, are inclusive, and grounded in evidence\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"community partnerships STEM\",\"public service workplan development\",\"STEM public service materials development\",\"community-based practicum preparation\",\"pathway-specific skills STEM\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"Discusses development of a workplan for long-term projects, provides strategies to initiate community partnerships\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply their knowledge of approaches to community partnerships to the development of personal and organizational relationships\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Developing workplans for long-term projects and initiating community partnerships.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"fosters development of materials for use in a community-based practicum\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Develop pathway-specific materials in collaboration with peers and community partners that appropriately engage stakeholders in STEM, are inclusive, and grounded in evidence\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Developing pathway-specific materials for community-based practicums that engage STEM stakeholders.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"acquiring pathway-specific knowledge and skills and opportunities to practice, problem-solve, and support cohort members within and across public service pathways\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Develop pathway-specific knowledge, skills, and attitudes\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Acquiring pathway-specific knowledge, skills, and attitudes through problem-solving and cohort support.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"title\",\"quote\":\"COMMUNITY RELATIONSHIPS AND MATERIALS DEVELOPMENT IN STEM PUBLIC SERVICE\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"Provides opportunities for practical application of public service knowledge. Discusses development of a workplan for long-term projects, provides strategies to initiate community partnerships, and fosters development of materials for use in a community-based practicum.\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Applies public service knowledge by developing workplans, initiating community partnerships, and creating materials for STEM community-based practicums.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"provides strategies to initiate community partnerships\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply their knowledge of approaches to community partnerships to the development of personal and organizational relationships\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Community partnership development and relationship building.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"development of a workplan for long-term projects\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Workplan development for long-term projects.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"development of materials for use in a community-based practicum\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Develop pathway-specific materials in collaboration with peers and community partners that appropriately engage stakeholders in STEM, are inclusive, and grounded in evidence\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Development of inclusive, evidence-based materials for STEM stakeholders.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"acquiring pathway-specific knowledge and skills\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Develop pathway-specific knowledge, skills, and attitudes\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Pathway-specific knowledge and skill acquisition in public service.\"}]}","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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"5804385212a7683fdc93564455c825709bd43d882b61b72e58667d08e51004ea","record_version_id":"ff4d34ccdbc34df3d6c1922d0b995d9cb8bb2c4869889b7f8995afbeb52ce598","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"fa565b58b07f15c31fe62344acffb8c798a704af56fc776bad4927e930155dd1","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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"5804385212a7683fdc93564455c825709bd43d882b61b72e58667d08e51004ea","record_version_id":"ff4d34ccdbc34df3d6c1922d0b995d9cb8bb2c4869889b7f8995afbeb52ce598","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"fa565b58b07f15c31fe62344acffb8c798a704af56fc776bad4927e930155dd1","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"db9dc28e0478647b6fe386f12d46a18803ab8fc1bcebdafbd07d9932da7513b5\",\"course_id\":\"INTEGSCI 740\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"7031d6eb81c323b22555bf11837b9579235d83f1c2f6104b3a258fe83062babf","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":640,\"minimum_grade\":null,\"subjects\":[\"INTEGSCI\"],\"timing\":\"prior\"},\"evidence\":\"INTEGSCI 640\",\"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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"7031d6eb81c323b22555bf11837b9579235d83f1c2f6104b3a258fe83062babf","section":"search_profile","status":"invalid","value_json":null,"candidate_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 640\",\"field\":\"description\",\"quote\":\"Provides an overview of the core pathways of public service, the knowledge required to effectively initiate and cultivate community partnerships, and the skills necessary to reflect upon personal experiences with community engagement activities.\"}],\"text\":\"Foundations in public service fundamentals, civic engagement, and community partnership cultivation.\"}],\"search_phrases\":[\"STEM public service practicum\",\"community partnership development\",\"public service workplan\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"Discuss development of a workplan for long-term projects\"}],\"text\":\"Workplan development for long-term projects.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"provides strategies to initiate community partnerships\"}],\"text\":\"Strategies to initiate community partnerships.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"fosters development of materials for use in a community-based practicum\"}],\"text\":\"Development of materials for community-based practicum.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"title\",\"quote\":\"COMMUNITY RELATIONSHIPS AND MATERIALS DEVELOPMENT IN STEM PUBLIC SERVICE\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"Provides opportunities for practical application of public service knowledge.\"}],\"text\":\"COMMUNITY RELATIONSHIPS AND MATERIALS DEVELOPMENT IN STEM PUBLIC SERVICE applies public service knowledge through workplan development and community partnership strategies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"practical application of public service knowledge\"}],\"text\":\"Practical application of public service knowledge.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"community-based practicum\"}],\"text\":\"Community-based practicum.\"}]}","error":"Invalid evidence for INTEGSCI 740.description: 'Discuss development of a workplan for long-term projects'. Copy a short exact substring from supplied text; do not paraphrase or invent omitted 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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"7031d6eb81c323b22555bf11837b9579235d83f1c2f6104b3a258fe83062babf","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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8fee9848d87dcaa1928c8776396cef779abe1820fb7363859f5d4d7465b60054","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":640,\"minimum_grade\":null,\"subjects\":[\"INTEGSCI\"],\"timing\":\"prior\"},\"evidence\":\"INTEGSCI 640\",\"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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8fee9848d87dcaa1928c8776396cef779abe1820fb7363859f5d4d7465b60054","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 640\",\"field\":\"description\",\"quote\":\"Provides an overview of the core pathways of public service, the knowledge required to effectively initiate and cultivate community partnerships, and the skills necessary to reflect upon personal experiences with community engagement activities.\"}],\"text\":\"Foundations in public service fundamentals, civic engagement, and community partnership cultivation.\"}],\"search_phrases\":[\"STEM public service practicum\",\"community partnership development\",\"public service workplan\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"Discusses development of a workplan for long-term projects\"}],\"text\":\"Workplan development for long-term projects.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"provides strategies to initiate community partnerships\"}],\"text\":\"Strategies to initiate community partnerships.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"fosters development of materials for use in a community-based practicum\"}],\"text\":\"Development of materials for community-based practicum.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"title\",\"quote\":\"COMMUNITY RELATIONSHIPS AND MATERIALS DEVELOPMENT IN STEM PUBLIC SERVICE\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"Provides opportunities for practical application of public service knowledge.\"}],\"text\":\"COMMUNITY RELATIONSHIPS AND MATERIALS DEVELOPMENT IN STEM PUBLIC SERVICE applies public service knowledge through workplan development and community partnership strategies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"practical application of public service knowledge\"}],\"text\":\"Practical application of public service knowledge.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"community-based practicum\"}],\"text\":\"Community-based practicum.\"}]}","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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8fee9848d87dcaa1928c8776396cef779abe1820fb7363859f5d4d7465b60054","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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"5804385212a7683fdc93564455c825709bd43d882b61b72e58667d08e51004ea","record_version_id":"ff4d34ccdbc34df3d6c1922d0b995d9cb8bb2c4869889b7f8995afbeb52ce598","job_id":"enrich-6556a505c10f448d98d02466","output_id":"515d92bcd53b3d22b377def70c14268a25619adbae6ce8c866075c4f81733d43","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":640,\"minimum_grade\":null,\"subjects\":[\"INTEGSCI\"],\"timing\":\"prior\"},\"evidence\":\"INTEGSCI 640\",\"id\":\"r1\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"r1\",\"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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"5804385212a7683fdc93564455c825709bd43d882b61b72e58667d08e51004ea","record_version_id":"ff4d34ccdbc34df3d6c1922d0b995d9cb8bb2c4869889b7f8995afbeb52ce598","job_id":"enrich-6556a505c10f448d98d02466","output_id":"515d92bcd53b3d22b377def70c14268a25619adbae6ce8c866075c4f81733d43","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"fosters development of materials for use in a community-based practicum\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Develop pathway-specific materials in collaboration with peers and community partners that appropriately engage stakeholders in STEM, are inclusive, and grounded in evidence\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"community partnerships STEM\",\"public service workplan development\",\"STEM public service materials development\",\"community-based practicum preparation\",\"pathway-specific skills STEM\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"Discusses development of a workplan for long-term projects, provides strategies to initiate community partnerships\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply their knowledge of approaches to community partnerships to the development of personal and organizational relationships\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Developing workplans for long-term projects and initiating community partnerships.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"fosters development of materials for use in a community-based practicum\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Develop pathway-specific materials in collaboration with peers and community partners that appropriately engage stakeholders in STEM, are inclusive, and grounded in evidence\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Developing pathway-specific materials for community-based practicums that engage STEM stakeholders.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"acquiring pathway-specific knowledge and skills and opportunities to practice, problem-solve, and support cohort members within and across public service pathways\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Develop pathway-specific knowledge, skills, and attitudes\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Acquiring pathway-specific knowledge, skills, and attitudes through problem-solving and cohort support.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"title\",\"quote\":\"COMMUNITY RELATIONSHIPS AND MATERIALS DEVELOPMENT IN STEM PUBLIC SERVICE\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"Provides opportunities for practical application of public service knowledge. Discusses development of a workplan for long-term projects, provides strategies to initiate community partnerships, and fosters development of materials for use in a community-based practicum.\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Applies public service knowledge by developing workplans, initiating community partnerships, and creating materials for STEM community-based practicums.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"provides strategies to initiate community partnerships\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply their knowledge of approaches to community partnerships to the development of personal and organizational relationships\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Community partnership development and relationship building.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"development of a workplan for long-term projects\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Workplan development for long-term projects.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"development of materials for use in a community-based practicum\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Develop pathway-specific materials in collaboration with peers and community partners that appropriately engage stakeholders in STEM, are inclusive, and grounded in evidence\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Development of inclusive, evidence-based materials for STEM stakeholders.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"acquiring pathway-specific knowledge and skills\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Develop pathway-specific knowledge, skills, and attitudes\",\"source_url\":\"https://guide.wisc.edu/courses/integsci/\"}],\"text\":\"Pathway-specific knowledge and skill acquisition in public service.\"}]}","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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"5804385212a7683fdc93564455c825709bd43d882b61b72e58667d08e51004ea","record_version_id":"ff4d34ccdbc34df3d6c1922d0b995d9cb8bb2c4869889b7f8995afbeb52ce598","job_id":"enrich-6556a505c10f448d98d02466","output_id":"515d92bcd53b3d22b377def70c14268a25619adbae6ce8c866075c4f81733d43","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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-789789da373eecc1ff75f626","output_id":"5339e1d81281d021443760a7c809b156164f455331b82881111be692e906f943","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":640,\"minimum_grade\":null,\"subjects\":[\"INTEGSCI\"],\"timing\":\"prior\"},\"evidence\":\"INTEGSCI 640\",\"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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-789789da373eecc1ff75f626","output_id":"5339e1d81281d021443760a7c809b156164f455331b82881111be692e906f943","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 640\",\"field\":\"description\",\"quote\":\"Provides an overview of the core pathways of public service, the knowledge required to effectively initiate and cultivate community partnerships, and the skills necessary to reflect upon personal experiences with community engagement activities.\"}],\"text\":\"Foundations in public service fundamentals, civic engagement, and community partnership cultivation.\"}],\"search_phrases\":[\"STEM public service practicum\",\"community partnership development\",\"public service workplan\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"Discusses development of a workplan for long-term projects\"}],\"text\":\"Workplan development for long-term projects.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"provides strategies to initiate community partnerships\"}],\"text\":\"Strategies to initiate community partnerships.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"fosters development of materials for use in a community-based practicum\"}],\"text\":\"Development of materials for community-based practicum.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"title\",\"quote\":\"COMMUNITY RELATIONSHIPS AND MATERIALS DEVELOPMENT IN STEM PUBLIC SERVICE\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"Provides opportunities for practical application of public service knowledge.\"}],\"text\":\"COMMUNITY RELATIONSHIPS AND MATERIALS DEVELOPMENT IN STEM PUBLIC SERVICE applies public service knowledge through workplan development and community partnership strategies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"practical application of public service knowledge\"}],\"text\":\"Practical application of public service knowledge.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"community-based practicum\"}],\"text\":\"Community-based practicum.\"}]}","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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-789789da373eecc1ff75f626","output_id":"5339e1d81281d021443760a7c809b156164f455331b82881111be692e906f943","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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2f196db1cb49b1c3eed06c345826325b60b623106859c914af0152a28b1a9b0d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":640,\"minimum_grade\":null,\"subjects\":[\"INTEGSCI\"],\"timing\":\"prior\"},\"evidence\":\"INTEGSCI 640\",\"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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2f196db1cb49b1c3eed06c345826325b60b623106859c914af0152a28b1a9b0d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 640\",\"field\":\"description\",\"quote\":\"Provides an overview of the core pathways of public service, the knowledge required to effectively initiate and cultivate community partnerships, and the skills necessary to reflect upon personal experiences with community engagement activities.\"}],\"text\":\"Foundations in public service fundamentals, civic engagement, and community partnership cultivation.\"}],\"search_phrases\":[\"STEM public service practicum\",\"community partnership development\",\"public service workplan\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"Discusses development of a workplan for long-term projects\"}],\"text\":\"Workplan development for long-term projects.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"provides strategies to initiate community partnerships\"}],\"text\":\"Strategies to initiate community partnerships.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"fosters development of materials for use in a community-based practicum\"}],\"text\":\"Development of materials for community-based practicum.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"title\",\"quote\":\"COMMUNITY RELATIONSHIPS AND MATERIALS DEVELOPMENT IN STEM PUBLIC SERVICE\"},{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"Provides opportunities for practical application of public service knowledge.\"}],\"text\":\"COMMUNITY RELATIONSHIPS AND MATERIALS DEVELOPMENT IN STEM PUBLIC SERVICE applies public service knowledge through workplan development and community partnership strategies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"practical application of public service knowledge\"}],\"text\":\"Practical application of public service knowledge.\"},{\"evidence\":[{\"course_id\":\"INTEGSCI 740\",\"field\":\"description\",\"quote\":\"community-based practicum\"}],\"text\":\"Community-based practicum.\"}]}","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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2f196db1cb49b1c3eed06c345826325b60b623106859c914af0152a28b1a9b0d","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_62902bfddf493b38d20d571a","course_id":"INTEGSCI 740","catalog_version_id":"766a067c0ec3dbfc350af7cce1b79540df9b0e94fcdfbf91e26c288a68ff3fa7","record_version_id":"9515096e4e5cb4f3df891d47d45450a98b10dee469b7f30e97e97421c94a2b88","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2f196db1cb49b1c3eed06c345826325b60b623106859c914af0152a28b1a9b0d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"75c23b90630b6e0bdc90b13cf43c7d7b8cc263155e4966795da9022c2b9df3ee\",\"course_id\":\"INTEGSCI 740\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[],\"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}]