[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"1d739c9614c5019040bd1717082fc23aaafbb1a28818190879c6f96b65bf7197","record_version_id":"b8e67da708faa5b693594f5fec0231cd9764e6fe8cac03899e49139f24c01338","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8ce4974633b99001e9a2c1692f86353d7bf126678fa27a65f244be34a1f62508","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req_math_222\",\"req_guest_student\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222or member of Engineering Guest Students\",\"id\":\"root_any\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"req_math_222\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"req_guest_student\",\"kind\":\"condition\"}],\"notes\":[\"Source text 'MATH 222or' lacks space before 'or'; interpreted as alternative between MATH 222 and Engineering Guest Students status.\"],\"root\":\"root_any\",\"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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"1d739c9614c5019040bd1717082fc23aaafbb1a28818190879c6f96b65bf7197","record_version_id":"b8e67da708faa5b693594f5fec0231cd9764e6fe8cac03899e49139f24c01338","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8ce4974633b99001e9a2c1692f86353d7bf126678fa27a65f244be34a1f62508","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Use computer programming as a tool to streamline engineering data analysis tasks, create visualizations, obtain numerical approximations, and retrieve data from local and remote (web-based) data sources\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"programming\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Use spreadsheet software to perform fundamental civil, environmental, and geological engineering calculations, analyze datasets using logical filters, and interpret numeric data meant to represent time and text values\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"hardware and software for laboratory and spatial measurements\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"lab-work\"}],\"assumed_background\":[],\"search_phrases\":[\"engineering computations\",\"computer based measurement\",\"data collection processing\",\"civil environmental geological engineering\",\"spreadsheet software\",\"computer aided design\",\"land surveying operations\",\"geospatial data\",\"data acquisition systems\",\"sensors\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Use spreadsheet software to perform fundamental civil, environmental, and geological engineering calculations, analyze datasets using logical filters, and interpret numeric data meant to represent time and text values\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Spreadsheet software for engineering calculations and data interpretation\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Use computer programming as a tool to streamline engineering data analysis tasks, create visualizations, obtain numerical approximations, and retrieve data from local and remote (web-based) data sources\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Computer programming for data analysis, visualization, and retrieval\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Use automatic levels, total stations, and aerial photography to conduct land surveying operations and collect the type of geospatial data required for creating drawings that support engineering design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Land surveying with automatic levels, total stations, and aerial photography\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Explain how measuring devices (data acquisition systems and sensors) work, use measuring devices to record/monitor the physical properties of a system, and use sensor readings as the foundation to control devices in the physical world\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Operation of data acquisition systems and sensors for monitoring and control\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"title\",\"quote\":\"PROBLEM SOLVING USING COMPUTER TOOLS\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Introduction to engineering computations with emphasis on computer tools and computer based measurement, data collection, and processing.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Problem Solving Using Computer Tools introduces engineering computations, emphasizing computer-based measurement, data collection, and processing via CAD, spreadsheets, and lab hardware.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"computer based measurement, data collection, and processing\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Computer-based measurement, data collection, and processing\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Tools will include computer aided design, spreadsheets, other engineering computation tools\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Computer-aided design and spreadsheets\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"conduct land surveying operations and collect the type of geospatial data required for creating drawings that support engineering design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Land surveying and geospatial data collection\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"use measuring devices to record/monitor the physical properties of a system, and use sensor readings as the foundation to control devices in the physical world\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Data acquisition systems and sensor-based control\"}]}","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"1d739c9614c5019040bd1717082fc23aaafbb1a28818190879c6f96b65bf7197","record_version_id":"b8e67da708faa5b693594f5fec0231cd9764e6fe8cac03899e49139f24c01338","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8ce4974633b99001e9a2c1692f86353d7bf126678fa27a65f244be34a1f62508","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"1d739c9614c5019040bd1717082fc23aaafbb1a28818190879c6f96b65bf7197","record_version_id":"b8e67da708faa5b693594f5fec0231cd9764e6fe8cac03899e49139f24c01338","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"8ce4974633b99001e9a2c1692f86353d7bf126678fa27a65f244be34a1f62508","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"4d63f492ad204d7382ff91bebda38854f32c9f1cda9dc5f1ead996d993814d97\",\"course_id\":\"CIVENGR/GLE 291\",\"current_instructors\":[{\"instructor_uid\":\"instructor_eff73a62ec15e6568f3f9bc8\",\"message\":\"No course-specific reviews available\",\"name\":\"Kelvin Santiago Chaparro\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.26 GPA, 52.7% A/AB (n=55 letter grades); Fall 2025: 3.14 GPA, 46.2% A/AB (n=80 letter grades); Spring 2026: 3.42 GPA, 73.6% A/AB (n=72 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.26 GPA, 52.7% A/AB (n=55 letter grades); Fall 2025: 3.14 GPA, 46.2% A/AB (n=80 letter grades); Spring 2026: 3.42 GPA, 73.6% A/AB (n=72 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KELVIN SANTIAGO CHAPARRO is recorded teaching in Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, 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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2b88cd87fa9165459e6a592556c1fa8169a93e43f5fbeac57c4009249a2c4364","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n0 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n2; connect all conditions and exclusions to the root.","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2b88cd87fa9165459e6a592556c1fa8169a93e43f5fbeac57c4009249a2c4364","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"requirements_text\",\"quote\":\"MATH 222or member of Engineering Guest Students\"}],\"text\":\"Calculus and analytic geometry (MATH 222) or Engineering Guest Student status\"}],\"search_phrases\":[\"engineering computation tools\",\"computer aided design spreadsheets\",\"data collection processing\",\"laboratory spatial measurements\",\"CIVENGR GLE 291 problem solving\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Introduction to engineering computations with emphasis on computer tools and computer based measurement, data collection, and processing\"}],\"text\":\"Engineering computations and data processing\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Tools will include computer aided design, spreadsheets, other engineering computation tools, and hardware and software for laboratory and spatial measurements\"}],\"text\":\"Computer aided design, spreadsheets, and measurement hardware/software\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"title\",\"quote\":\"PROBLEM SOLVING USING COMPUTER TOOLS\"},{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Introduction to engineering computations with emphasis on computer tools and computer based measurement, data collection, and processing\"}],\"text\":\"Problem solving using computer tools for engineering computations, measurement, and data processing.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"computer based measurement, data collection, and processing\"}],\"text\":\"Computer-based measurement and data collection\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"computer aided design, spreadsheets, other engineering computation tools\"}],\"text\":\"Computer aided design and spreadsheets\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"hardware and software for laboratory and spatial measurements\"}],\"text\":\"Laboratory and spatial measurement hardware and software\"}]}","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2b88cd87fa9165459e6a592556c1fa8169a93e43f5fbeac57c4009249a2c4364","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"15d6512dae555adbd7b525e07ebaf0269fe6ce3e5c457c2f2b8074b38e886d7c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"15d6512dae555adbd7b525e07ebaf0269fe6ce3e5c457c2f2b8074b38e886d7c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"requirements_text\",\"quote\":\"MATH 222or member of Engineering Guest Students\"}],\"text\":\"Calculus and analytic geometry (MATH 222) or Engineering Guest Student status\"}],\"search_phrases\":[\"engineering computation tools\",\"computer aided design spreadsheets\",\"data collection processing\",\"laboratory spatial measurements\",\"CIVENGR GLE 291 problem solving\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Introduction to engineering computations with emphasis on computer tools and computer based measurement, data collection, and processing\"}],\"text\":\"Engineering computations and data processing\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Tools will include computer aided design, spreadsheets, other engineering computation tools, and hardware and software for laboratory and spatial measurements\"}],\"text\":\"Computer aided design, spreadsheets, and measurement hardware/software\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"title\",\"quote\":\"PROBLEM SOLVING USING COMPUTER TOOLS\"},{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Introduction to engineering computations with emphasis on computer tools and computer based measurement, data collection, and processing\"}],\"text\":\"Problem solving using computer tools for engineering computations, measurement, and data processing.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"computer based measurement, data collection, and processing\"}],\"text\":\"Computer-based measurement and data collection\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"computer aided design, spreadsheets, other engineering computation tools\"}],\"text\":\"Computer aided design and spreadsheets\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"hardware and software for laboratory and spatial measurements\"}],\"text\":\"Laboratory and spatial measurement hardware and software\"}]}","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"15d6512dae555adbd7b525e07ebaf0269fe6ce3e5c457c2f2b8074b38e886d7c","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"1d739c9614c5019040bd1717082fc23aaafbb1a28818190879c6f96b65bf7197","record_version_id":"b8e67da708faa5b693594f5fec0231cd9764e6fe8cac03899e49139f24c01338","job_id":"enrich-6556a505c10f448d98d02466","output_id":"07c8de5faa0510dd88bbd2354b32afa4edc320896bde4cccc1ce41e6e86bc8f6","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req_math_222\",\"req_guest_student\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222or member of Engineering Guest Students\",\"id\":\"root_any\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"req_math_222\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"req_guest_student\",\"kind\":\"condition\"}],\"notes\":[\"Source text 'MATH 222or' lacks space before 'or'; interpreted as alternative between MATH 222 and Engineering Guest Students status.\"],\"root\":\"root_any\",\"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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"1d739c9614c5019040bd1717082fc23aaafbb1a28818190879c6f96b65bf7197","record_version_id":"b8e67da708faa5b693594f5fec0231cd9764e6fe8cac03899e49139f24c01338","job_id":"enrich-6556a505c10f448d98d02466","output_id":"07c8de5faa0510dd88bbd2354b32afa4edc320896bde4cccc1ce41e6e86bc8f6","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Use computer programming as a tool to streamline engineering data analysis tasks, create visualizations, obtain numerical approximations, and retrieve data from local and remote (web-based) data sources\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"programming\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Use spreadsheet software to perform fundamental civil, environmental, and geological engineering calculations, analyze datasets using logical filters, and interpret numeric data meant to represent time and text values\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"hardware and software for laboratory and spatial measurements\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"label\":\"lab-work\"}],\"assumed_background\":[],\"search_phrases\":[\"engineering computations\",\"computer based measurement\",\"data collection processing\",\"civil environmental geological engineering\",\"spreadsheet software\",\"computer aided design\",\"land surveying operations\",\"geospatial data\",\"data acquisition systems\",\"sensors\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Use spreadsheet software to perform fundamental civil, environmental, and geological engineering calculations, analyze datasets using logical filters, and interpret numeric data meant to represent time and text values\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Spreadsheet software for engineering calculations and data interpretation\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Use computer programming as a tool to streamline engineering data analysis tasks, create visualizations, obtain numerical approximations, and retrieve data from local and remote (web-based) data sources\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Computer programming for data analysis, visualization, and retrieval\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Use automatic levels, total stations, and aerial photography to conduct land surveying operations and collect the type of geospatial data required for creating drawings that support engineering design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Land surveying with automatic levels, total stations, and aerial photography\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Explain how measuring devices (data acquisition systems and sensors) work, use measuring devices to record/monitor the physical properties of a system, and use sensor readings as the foundation to control devices in the physical world\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Operation of data acquisition systems and sensors for monitoring and control\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"title\",\"quote\":\"PROBLEM SOLVING USING COMPUTER TOOLS\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"},{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Introduction to engineering computations with emphasis on computer tools and computer based measurement, data collection, and processing.\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Problem Solving Using Computer Tools introduces engineering computations, emphasizing computer-based measurement, data collection, and processing via CAD, spreadsheets, and lab hardware.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"computer based measurement, data collection, and processing\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Computer-based measurement, data collection, and processing\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Tools will include computer aided design, spreadsheets, other engineering computation tools\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Computer-aided design and spreadsheets\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"conduct land surveying operations and collect the type of geospatial data required for creating drawings that support engineering design\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Land surveying and geospatial data collection\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"use measuring devices to record/monitor the physical properties of a system, and use sensor readings as the foundation to control devices in the physical world\",\"source_url\":\"https://guide.wisc.edu/courses/civ_engr/\"}],\"text\":\"Data acquisition systems and sensor-based control\"}]}","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"1d739c9614c5019040bd1717082fc23aaafbb1a28818190879c6f96b65bf7197","record_version_id":"b8e67da708faa5b693594f5fec0231cd9764e6fe8cac03899e49139f24c01338","job_id":"enrich-6556a505c10f448d98d02466","output_id":"07c8de5faa0510dd88bbd2354b32afa4edc320896bde4cccc1ce41e6e86bc8f6","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e7aa1fe635e8206c6547bee5faa746181cd36689e4e37d6f9adf16a378624a7c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e7aa1fe635e8206c6547bee5faa746181cd36689e4e37d6f9adf16a378624a7c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"requirements_text\",\"quote\":\"MATH 222or member of Engineering Guest Students\"}],\"text\":\"Calculus and analytic geometry (MATH 222) or Engineering Guest Student status\"}],\"search_phrases\":[\"engineering computation tools\",\"computer aided design spreadsheets\",\"data collection processing\",\"laboratory spatial measurements\",\"CIVENGR GLE 291 problem solving\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Introduction to engineering computations with emphasis on computer tools and computer based measurement, data collection, and processing\"}],\"text\":\"Engineering computations and data processing\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Tools will include computer aided design, spreadsheets, other engineering computation tools, and hardware and software for laboratory and spatial measurements\"}],\"text\":\"Computer aided design, spreadsheets, and measurement hardware/software\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"title\",\"quote\":\"PROBLEM SOLVING USING COMPUTER TOOLS\"},{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Introduction to engineering computations with emphasis on computer tools and computer based measurement, data collection, and processing\"}],\"text\":\"Problem solving using computer tools for engineering computations, measurement, and data processing.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"computer based measurement, data collection, and processing\"}],\"text\":\"Computer-based measurement and data collection\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"computer aided design, spreadsheets, other engineering computation tools\"}],\"text\":\"Computer aided design and spreadsheets\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"hardware and software for laboratory and spatial measurements\"}],\"text\":\"Laboratory and spatial measurement hardware and software\"}]}","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e7aa1fe635e8206c6547bee5faa746181cd36689e4e37d6f9adf16a378624a7c","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"051befc53b83ffc6fd60b6f3636a3c10c76ad59ffadaf44d0e16e0fd74932255","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"051befc53b83ffc6fd60b6f3636a3c10c76ad59ffadaf44d0e16e0fd74932255","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"requirements_text\",\"quote\":\"MATH 222or member of Engineering Guest Students\"}],\"text\":\"Calculus and analytic geometry (MATH 222) or Engineering Guest Student status\"}],\"search_phrases\":[\"engineering computation tools\",\"computer aided design spreadsheets\",\"data collection processing\",\"laboratory spatial measurements\",\"CIVENGR GLE 291 problem solving\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Introduction to engineering computations with emphasis on computer tools and computer based measurement, data collection, and processing\"}],\"text\":\"Engineering computations and data processing\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Tools will include computer aided design, spreadsheets, other engineering computation tools, and hardware and software for laboratory and spatial measurements\"}],\"text\":\"Computer aided design, spreadsheets, and measurement hardware/software\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"title\",\"quote\":\"PROBLEM SOLVING USING COMPUTER TOOLS\"},{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"Introduction to engineering computations with emphasis on computer tools and computer based measurement, data collection, and processing\"}],\"text\":\"Problem solving using computer tools for engineering computations, measurement, and data processing.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"computer based measurement, data collection, and processing\"}],\"text\":\"Computer-based measurement and data collection\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"computer aided design, spreadsheets, other engineering computation tools\"}],\"text\":\"Computer aided design and spreadsheets\"},{\"evidence\":[{\"course_id\":\"CIVENGR/GLE 291\",\"field\":\"description\",\"quote\":\"hardware and software for laboratory and spatial measurements\"}],\"text\":\"Laboratory and spatial measurement hardware and software\"}]}","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"051befc53b83ffc6fd60b6f3636a3c10c76ad59ffadaf44d0e16e0fd74932255","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_1d0d3722e0bcf6e60b1b68ec","course_id":"CIVENGR/GLE 291","catalog_version_id":"86239db8f0830d610f54e1393af4705f8e9de403771c1ea1eac43f3679e78eac","record_version_id":"1dda1c778439b64b8b60827efdb367f9b146848b5936a8f1ebea7ee287f361cf","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"051befc53b83ffc6fd60b6f3636a3c10c76ad59ffadaf44d0e16e0fd74932255","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"a71aa0d6e153524a156361d896d8f55b595677570239556c99f177e0ec9d6b89\",\"course_id\":\"CIVENGR/GLE 291\",\"current_instructors\":[{\"instructor_uid\":\"instructor_eff73a62ec15e6568f3f9bc8\",\"message\":\"No course-specific reviews available\",\"name\":\"Kelvin Santiago Chaparro\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.26 GPA, 52.7% A/AB (n=55 letter grades); Fall 2025: 3.14 GPA, 46.2% A/AB (n=80 letter grades); Spring 2026: 3.42 GPA, 73.6% A/AB (n=72 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.26 GPA, 52.7% A/AB (n=55 letter grades); Fall 2025: 3.14 GPA, 46.2% A/AB (n=80 letter grades); Spring 2026: 3.42 GPA, 73.6% A/AB (n=72 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 291\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"source_record\":{\"entity_id\":\"104a6245-c34c-3691-b11d-3656793deba7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KELVIN SANTIAGO CHAPARRO is recorded teaching in Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"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}]