[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"f16457f1ea810805f8f3e161749b40f5786b44027be8d33940edeecdc09769bf","record_version_id":"5af4610429f815bf13a3dbef56d9b1f21f46b2f95c6ae9c5f5de090aa4b74ff1","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8385b4fc7ff4a4e6175635d673c5d6b14c426ebc7e6924bd7faf94d2b2f77d9a","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing or declared in Capstone Certificate in Applied Engineering Management\",\"course\":null,\"evidence\":\"Graduate/professional standing or declared in Capstone Certificate in Applied Engineering Management\",\"id\":\"r1\",\"kind\":\"condition\"}],\"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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"f16457f1ea810805f8f3e161749b40f5786b44027be8d33940edeecdc09769bf","record_version_id":"5af4610429f815bf13a3dbef56d9b1f21f46b2f95c6ae9c5f5de090aa4b74ff1","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8385b4fc7ff4a4e6175635d673c5d6b14c426ebc7e6924bd7faf94d2b2f77d9a","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate findings and outcomes effectively through professional writing and oral presentation to a technical or interdisciplinary audience.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate findings and outcomes effectively through professional writing and oral presentation to a technical or interdisciplinary audience.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"label\":\"presentations\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"qualitative and quantitative research methods\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"engineering capstone project\",\"research question development\",\"literature review techniques\",\"qualitative and quantitative research methods\",\"professional and technical writing standards\",\"Applied Engineering Management certificate\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development; literature review techniques; qualitative and quantitative research methods; professional and technical writing standards.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Developing research questions, conducting literature reviews, applying qualitative/quantitative methods, and meeting professional writing standards.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"title\",\"quote\":\"ENGINEERING RESEARCH AND PROFESSIONAL PROJECTS\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"},{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development; literature review techniques; qualitative and quantitative research methods; professional and technical writing standards.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Engineering Research and Professional Projects covers research design, literature review, qualitative/quantitative methods, and professional writing for engineering specializations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development; literature review techniques; qualitative and quantitative research methods; professional and technical writing standards.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Research methodology, project scoping, literature review, and technical communication.\"}]}","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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"f16457f1ea810805f8f3e161749b40f5786b44027be8d33940edeecdc09769bf","record_version_id":"5af4610429f815bf13a3dbef56d9b1f21f46b2f95c6ae9c5f5de090aa4b74ff1","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8385b4fc7ff4a4e6175635d673c5d6b14c426ebc7e6924bd7faf94d2b2f77d9a","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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"f16457f1ea810805f8f3e161749b40f5786b44027be8d33940edeecdc09769bf","record_version_id":"5af4610429f815bf13a3dbef56d9b1f21f46b2f95c6ae9c5f5de090aa4b74ff1","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8385b4fc7ff4a4e6175635d673c5d6b14c426ebc7e6924bd7faf94d2b2f77d9a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"430081be173e6af04d303e43f45c1fde5d69c938d44c0dea64104f60fdd4476a\",\"course_id\":\"EPD 707\",\"current_instructors\":[{\"instructor_uid\":\"instructor_96dc832a25601ea6d066ff36\",\"message\":\"No course-specific reviews available\",\"name\":\"Shawn Belling\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0fa8373a3bf592db4a547b396b8a94951b972501d8fe014e4dc180e6c48be552","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or declared in Capstone Certificate in Applied Engineering Management\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Capstone Certificate in Applied Engineering Management\",\"course\":null,\"evidence\":\"declared in Capstone Certificate in Applied Engineering Management\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Non-course conditions must preserve verbatim source text","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0fa8373a3bf592db4a547b396b8a94951b972501d8fe014e4dc180e6c48be552","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"engineering research methods\",\"technical writing standards\",\"qualitative quantitative research\",\"literature review techniques\",\"applied engineering management capstone\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development\"}],\"text\":\"Research question and project development\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"literature review techniques\"}],\"text\":\"Literature review techniques\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"qualitative and quantitative research methods\"}],\"text\":\"Qualitative and quantitative research methods\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"professional and technical writing standards\"}],\"text\":\"Professional and technical writing standards\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"title\",\"quote\":\"ENGINEERING RESEARCH AND PROFESSIONAL PROJECTS\"},{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development; literature review techniques; qualitative and quantitative research methods; professional and technical writing standards.\"}],\"text\":\"EPD 707 teaches research question development, literature review, qualitative and quantitative methods, and professional writing for engineering projects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development\"}],\"text\":\"Research question and project development\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"literature review techniques\"}],\"text\":\"Literature review techniques\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"qualitative and quantitative research methods\"}],\"text\":\"Qualitative and quantitative research methods\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"professional and technical writing standards\"}],\"text\":\"Professional and technical writing standards\"}]}","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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"0fa8373a3bf592db4a547b396b8a94951b972501d8fe014e4dc180e6c48be552","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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"975a2989359d7959d2f410223a7245e80c7ccef54e30faf8a70b2bd43a1d2052","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or declared in Capstone Certificate in Applied Engineering Management\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Capstone Certificate in Applied Engineering Management\",\"course\":null,\"evidence\":\"declared in Capstone Certificate in Applied Engineering Management\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"975a2989359d7959d2f410223a7245e80c7ccef54e30faf8a70b2bd43a1d2052","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"engineering research methods\",\"technical writing standards\",\"qualitative quantitative research\",\"literature review techniques\",\"applied engineering management capstone\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development\"}],\"text\":\"Research question and project development\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"literature review techniques\"}],\"text\":\"Literature review techniques\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"qualitative and quantitative research methods\"}],\"text\":\"Qualitative and quantitative research methods\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"professional and technical writing standards\"}],\"text\":\"Professional and technical writing standards\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"title\",\"quote\":\"ENGINEERING RESEARCH AND PROFESSIONAL PROJECTS\"},{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development; literature review techniques; qualitative and quantitative research methods; professional and technical writing standards.\"}],\"text\":\"EPD 707 teaches research question development, literature review, qualitative and quantitative methods, and professional writing for engineering projects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development\"}],\"text\":\"Research question and project development\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"literature review techniques\"}],\"text\":\"Literature review techniques\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"qualitative and quantitative research methods\"}],\"text\":\"Qualitative and quantitative research methods\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"professional and technical writing standards\"}],\"text\":\"Professional and technical writing standards\"}]}","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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"975a2989359d7959d2f410223a7245e80c7ccef54e30faf8a70b2bd43a1d2052","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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"f16457f1ea810805f8f3e161749b40f5786b44027be8d33940edeecdc09769bf","record_version_id":"5af4610429f815bf13a3dbef56d9b1f21f46b2f95c6ae9c5f5de090aa4b74ff1","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d219f7395a4b1c4ef185012d0f00943d33d2009408c6142f4c96a4f42b85b9a9","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing or declared in Capstone Certificate in Applied Engineering Management\",\"course\":null,\"evidence\":\"Graduate/professional standing or declared in Capstone Certificate in Applied Engineering Management\",\"id\":\"r1\",\"kind\":\"condition\"}],\"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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"f16457f1ea810805f8f3e161749b40f5786b44027be8d33940edeecdc09769bf","record_version_id":"5af4610429f815bf13a3dbef56d9b1f21f46b2f95c6ae9c5f5de090aa4b74ff1","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d219f7395a4b1c4ef185012d0f00943d33d2009408c6142f4c96a4f42b85b9a9","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate findings and outcomes effectively through professional writing and oral presentation to a technical or interdisciplinary audience.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Communicate findings and outcomes effectively through professional writing and oral presentation to a technical or interdisciplinary audience.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"label\":\"presentations\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"qualitative and quantitative research methods\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"engineering capstone project\",\"research question development\",\"literature review techniques\",\"qualitative and quantitative research methods\",\"professional and technical writing standards\",\"Applied Engineering Management certificate\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development; literature review techniques; qualitative and quantitative research methods; professional and technical writing standards.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Developing research questions, conducting literature reviews, applying qualitative/quantitative methods, and meeting professional writing standards.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"title\",\"quote\":\"ENGINEERING RESEARCH AND PROFESSIONAL PROJECTS\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"},{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development; literature review techniques; qualitative and quantitative research methods; professional and technical writing standards.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Engineering Research and Professional Projects covers research design, literature review, qualitative/quantitative methods, and professional writing for engineering specializations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development; literature review techniques; qualitative and quantitative research methods; professional and technical writing standards.\",\"source_url\":\"https://guide.wisc.edu/courses/e_p_d/\"}],\"text\":\"Research methodology, project scoping, literature review, and technical communication.\"}]}","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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"f16457f1ea810805f8f3e161749b40f5786b44027be8d33940edeecdc09769bf","record_version_id":"5af4610429f815bf13a3dbef56d9b1f21f46b2f95c6ae9c5f5de090aa4b74ff1","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d219f7395a4b1c4ef185012d0f00943d33d2009408c6142f4c96a4f42b85b9a9","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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-789789da373eecc1ff75f626","output_id":"96e23875748e2293140e1802507c702bf7cc39b5a63f5bbd07c6f42b9cbb8196","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or declared in Capstone Certificate in Applied Engineering Management\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Capstone Certificate in Applied Engineering Management\",\"course\":null,\"evidence\":\"declared in Capstone Certificate in Applied Engineering Management\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-789789da373eecc1ff75f626","output_id":"96e23875748e2293140e1802507c702bf7cc39b5a63f5bbd07c6f42b9cbb8196","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"engineering research methods\",\"technical writing standards\",\"qualitative quantitative research\",\"literature review techniques\",\"applied engineering management capstone\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development\"}],\"text\":\"Research question and project development\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"literature review techniques\"}],\"text\":\"Literature review techniques\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"qualitative and quantitative research methods\"}],\"text\":\"Qualitative and quantitative research methods\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"professional and technical writing standards\"}],\"text\":\"Professional and technical writing standards\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"title\",\"quote\":\"ENGINEERING RESEARCH AND PROFESSIONAL PROJECTS\"},{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development; literature review techniques; qualitative and quantitative research methods; professional and technical writing standards.\"}],\"text\":\"EPD 707 teaches research question development, literature review, qualitative and quantitative methods, and professional writing for engineering projects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development\"}],\"text\":\"Research question and project development\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"literature review techniques\"}],\"text\":\"Literature review techniques\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"qualitative and quantitative research methods\"}],\"text\":\"Qualitative and quantitative research methods\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"professional and technical writing standards\"}],\"text\":\"Professional and technical writing standards\"}]}","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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-789789da373eecc1ff75f626","output_id":"96e23875748e2293140e1802507c702bf7cc39b5a63f5bbd07c6f42b9cbb8196","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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"1f4ceb6919a6169527c7be1dab970e9bcee50687cb6d5ae562c9eab6ecaaabbb","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing or declared in Capstone Certificate in Applied Engineering Management\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"declared in Capstone Certificate in Applied Engineering Management\",\"course\":null,\"evidence\":\"declared in Capstone Certificate in Applied Engineering Management\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"1f4ceb6919a6169527c7be1dab970e9bcee50687cb6d5ae562c9eab6ecaaabbb","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"engineering research methods\",\"technical writing standards\",\"qualitative quantitative research\",\"literature review techniques\",\"applied engineering management capstone\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development\"}],\"text\":\"Research question and project development\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"literature review techniques\"}],\"text\":\"Literature review techniques\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"qualitative and quantitative research methods\"}],\"text\":\"Qualitative and quantitative research methods\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"professional and technical writing standards\"}],\"text\":\"Professional and technical writing standards\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"title\",\"quote\":\"ENGINEERING RESEARCH AND PROFESSIONAL PROJECTS\"},{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development; literature review techniques; qualitative and quantitative research methods; professional and technical writing standards.\"}],\"text\":\"EPD 707 teaches research question development, literature review, qualitative and quantitative methods, and professional writing for engineering projects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"Research question and project development\"}],\"text\":\"Research question and project development\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"literature review techniques\"}],\"text\":\"Literature review techniques\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"qualitative and quantitative research methods\"}],\"text\":\"Qualitative and quantitative research methods\"},{\"evidence\":[{\"course_id\":\"EPD 707\",\"field\":\"description\",\"quote\":\"professional and technical writing standards\"}],\"text\":\"Professional and technical writing standards\"}]}","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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"1f4ceb6919a6169527c7be1dab970e9bcee50687cb6d5ae562c9eab6ecaaabbb","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_60e533e5f5fec00d487a1a5d","course_id":"EPD 707","catalog_version_id":"a9f034340c60061c0fdd301156903bbbc2cc2b9541fa59c7f2d0788a0a5eeb1c","record_version_id":"1c2ac2cfec1853cebc6970652540e230d3e1c91c7ff542d00807dc6e871cf2ad","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"1f4ceb6919a6169527c7be1dab970e9bcee50687cb6d5ae562c9eab6ecaaabbb","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"95d0634b1b6f0934634d96c576269032271b5bd21d8b14ef5b0f27cff345c106\",\"course_id\":\"EPD 707\",\"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}]