[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"6bb1893b5336d17faf1b3697d9ccbe83118ecf3174f2601c12518d271891ef9a","record_version_id":"57bcd34ceb3b953832b95d74c62559556d3c8f2e8554f50d9fab86f482813743","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"9cb49899cb2a62e9e563f9eae99bb959b1eb9d2379ca8baf554832aec18ddb99","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Satisfied Communications A or graduate/professional standing\",\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"root\",\"kind\":\"condition\"}],\"notes\":[\"Requirement text is ambiguous; 'Communications A' is not a standard course reference in linked_courses.\"],\"root\":\"root\",\"status\":\"needs_review\"}","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"6bb1893b5336d17faf1b3697d9ccbe83118ecf3174f2601c12518d271891ef9a","record_version_id":"57bcd34ceb3b953832b95d74c62559556d3c8f2e8554f50d9fab86f482813743","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"9cb49899cb2a62e9e563f9eae99bb959b1eb9d2379ca8baf554832aec18ddb99","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Create basic webpages and websites\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"},{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"Provides an opportunity to design websites that focus on agricultural, life and social sciences.\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"label\":\"programming\"}],\"assumed_background\":[],\"search_phrases\":[\"web design for the sciences\",\"website design agricultural life social sciences\",\"usability and information architecture concepts\",\"web programming languages differences\",\"science information goals websites\",\"needs assessment formative evaluations legal issues\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Design effective interfaces using usability and information architecture concepts\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Design effective interfaces using usability and information architecture concepts\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Create basic webpages and websites\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Create basic webpages and websites\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Analyze and synthesize relevant scholarly literature related to web design\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Analyze and synthesize relevant scholarly literature related to web design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"title\",\"quote\":\"WEB DESIGN FOR THE SCIENCES\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"},{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"Provides an opportunity to design websites that focus on agricultural, life and social sciences. It covers characteristics of web users, science information goals for websites, needs assessment, search strategies, formative evaluations, legal issues.\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Web Design for the Sciences focuses on designing websites for agricultural, life, and social sciences, covering user characteristics, information goals, needs assessment, search strategies, formative evaluations, and legal issues.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"It covers characteristics of web users, science information goals for websites, needs assessment, search strategies, formative evaluations, legal issues.\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Characteristics of web users, science information goals, needs assessment, search strategies, formative evaluations, and legal issues.\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe the fundamental concepts of how the web works and how humans interact with the web\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Fundamental concepts of how the web works and human interaction with it.\"}]}","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"6bb1893b5336d17faf1b3697d9ccbe83118ecf3174f2601c12518d271891ef9a","record_version_id":"57bcd34ceb3b953832b95d74c62559556d3c8f2e8554f50d9fab86f482813743","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"9cb49899cb2a62e9e563f9eae99bb959b1eb9d2379ca8baf554832aec18ddb99","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"6bb1893b5336d17faf1b3697d9ccbe83118ecf3174f2601c12518d271891ef9a","record_version_id":"57bcd34ceb3b953832b95d74c62559556d3c8f2e8554f50d9fab86f482813743","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"9cb49899cb2a62e9e563f9eae99bb959b1eb9d2379ca8baf554832aec18ddb99","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"cbea15b1166124ecb60449d16d24675c3c51198c16a25a5408940b361f70ce27\",\"course_id\":\"LSC 532\",\"current_instructors\":[{\"instructor_uid\":\"instructor_550f7434a76c5ff2fd751ad3\",\"message\":\"No course-specific reviews available\",\"name\":\"William Tracy\",\"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\":[{\"citations\":[{\"course_id\":\"LSC 532\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LSC 532\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LSC 532\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.82 GPA, 89.5% A/AB (n=19 letter grades); Fall 2025: 3.68 GPA, 92.0% A/AB (n=25 letter grades); Spring 2026: 3.79 GPA, 95.2% A/AB (n=21 letter grades).\"}],\"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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"26add9ec4a3301a755854895205a247d1a36fb0b9c32127030fdfecce51859f5","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Communications A\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"graduate/professional standing\",\"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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"26add9ec4a3301a755854895205a247d1a36fb0b9c32127030fdfecce51859f5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"agricultural web design\",\"science information goals\",\"formative evaluation websites\",\"LSC 532 web design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"design websites\"}],\"text\":\"Website design\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"needs assessment\"}],\"text\":\"Needs assessment\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"search strategies\"}],\"text\":\"Search strategies\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"formative evaluations\"}],\"text\":\"Formative evaluation\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"title\",\"quote\":\"WEB DESIGN FOR THE SCIENCES\"},{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"design websites that focus on agricultural, life and social sciences\"}],\"text\":\"LSC 532 teaches web design for agricultural, life, and social sciences, covering user characteristics, information goals, and evaluation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"characteristics of web users\"}],\"text\":\"Web user characteristics\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"science information goals for websites\"}],\"text\":\"Science information goals\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"legal issues\"}],\"text\":\"Legal issues in web design\"}]}","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"26add9ec4a3301a755854895205a247d1a36fb0b9c32127030fdfecce51859f5","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"360653a2d5f22a2faadbd91b6e9b251dbb8557d376f91b6f94f536d3fb255387","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Communications A\",\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"360653a2d5f22a2faadbd91b6e9b251dbb8557d376f91b6f94f536d3fb255387","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"agricultural web design\",\"science information goals\",\"formative evaluation websites\",\"LSC 532 web design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"design websites\"}],\"text\":\"Website design\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"needs assessment\"}],\"text\":\"Needs assessment\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"search strategies\"}],\"text\":\"Search strategies\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"formative evaluations\"}],\"text\":\"Formative evaluation\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"title\",\"quote\":\"WEB DESIGN FOR THE SCIENCES\"},{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"design websites that focus on agricultural, life and social sciences\"}],\"text\":\"LSC 532 teaches web design for agricultural, life, and social sciences, covering user characteristics, information goals, and evaluation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"characteristics of web users\"}],\"text\":\"Web user characteristics\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"science information goals for websites\"}],\"text\":\"Science information goals\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"legal issues\"}],\"text\":\"Legal issues in web design\"}]}","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"360653a2d5f22a2faadbd91b6e9b251dbb8557d376f91b6f94f536d3fb255387","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"6bb1893b5336d17faf1b3697d9ccbe83118ecf3174f2601c12518d271891ef9a","record_version_id":"57bcd34ceb3b953832b95d74c62559556d3c8f2e8554f50d9fab86f482813743","job_id":"enrich-6556a505c10f448d98d02466","output_id":"48878445055d4f640ac5d8013ec13609aaebc141f232cfea81bb3689bfaa6517","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Satisfied Communications A or graduate/professional standing\",\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"root\",\"kind\":\"condition\"}],\"notes\":[\"Requirement text is ambiguous; 'Communications A' is not a standard course reference in linked_courses.\"],\"root\":\"root\",\"status\":\"needs_review\"}","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"6bb1893b5336d17faf1b3697d9ccbe83118ecf3174f2601c12518d271891ef9a","record_version_id":"57bcd34ceb3b953832b95d74c62559556d3c8f2e8554f50d9fab86f482813743","job_id":"enrich-6556a505c10f448d98d02466","output_id":"48878445055d4f640ac5d8013ec13609aaebc141f232cfea81bb3689bfaa6517","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Create basic webpages and websites\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"},{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"Provides an opportunity to design websites that focus on agricultural, life and social sciences.\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"label\":\"programming\"}],\"assumed_background\":[],\"search_phrases\":[\"web design for the sciences\",\"website design agricultural life social sciences\",\"usability and information architecture concepts\",\"web programming languages differences\",\"science information goals websites\",\"needs assessment formative evaluations legal issues\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Design effective interfaces using usability and information architecture concepts\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Design effective interfaces using usability and information architecture concepts\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Create basic webpages and websites\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Create basic webpages and websites\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Analyze and synthesize relevant scholarly literature related to web design\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Analyze and synthesize relevant scholarly literature related to web design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"title\",\"quote\":\"WEB DESIGN FOR THE SCIENCES\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"},{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"Provides an opportunity to design websites that focus on agricultural, life and social sciences. It covers characteristics of web users, science information goals for websites, needs assessment, search strategies, formative evaluations, legal issues.\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Web Design for the Sciences focuses on designing websites for agricultural, life, and social sciences, covering user characteristics, information goals, needs assessment, search strategies, formative evaluations, and legal issues.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"It covers characteristics of web users, science information goals for websites, needs assessment, search strategies, formative evaluations, legal issues.\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Characteristics of web users, science information goals, needs assessment, search strategies, formative evaluations, and legal issues.\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe the fundamental concepts of how the web works and how humans interact with the web\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Fundamental concepts of how the web works and human interaction with it.\"}]}","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"6bb1893b5336d17faf1b3697d9ccbe83118ecf3174f2601c12518d271891ef9a","record_version_id":"57bcd34ceb3b953832b95d74c62559556d3c8f2e8554f50d9fab86f482813743","job_id":"enrich-6556a505c10f448d98d02466","output_id":"48878445055d4f640ac5d8013ec13609aaebc141f232cfea81bb3689bfaa6517","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-789789da373eecc1ff75f626","output_id":"c7a403255b3b7bb892d66783edd965e93533d52f471243b8478e0458aaab9523","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Communications A\",\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-789789da373eecc1ff75f626","output_id":"c7a403255b3b7bb892d66783edd965e93533d52f471243b8478e0458aaab9523","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"agricultural web design\",\"science information goals\",\"formative evaluation websites\",\"LSC 532 web design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"design websites\"}],\"text\":\"Website design\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"needs assessment\"}],\"text\":\"Needs assessment\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"search strategies\"}],\"text\":\"Search strategies\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"formative evaluations\"}],\"text\":\"Formative evaluation\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"title\",\"quote\":\"WEB DESIGN FOR THE SCIENCES\"},{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"design websites that focus on agricultural, life and social sciences\"}],\"text\":\"LSC 532 teaches web design for agricultural, life, and social sciences, covering user characteristics, information goals, and evaluation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"characteristics of web users\"}],\"text\":\"Web user characteristics\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"science information goals for websites\"}],\"text\":\"Science information goals\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"legal issues\"}],\"text\":\"Legal issues in web design\"}]}","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-789789da373eecc1ff75f626","output_id":"c7a403255b3b7bb892d66783edd965e93533d52f471243b8478e0458aaab9523","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"caed2db6e4f6c9a4d4c891b6290e8274802ae6d0063e8981316f5990aa1d5ed9","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Communications A\",\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"caed2db6e4f6c9a4d4c891b6290e8274802ae6d0063e8981316f5990aa1d5ed9","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"agricultural web design\",\"science information goals\",\"formative evaluation websites\",\"LSC 532 web design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"design websites\"}],\"text\":\"Website design\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"needs assessment\"}],\"text\":\"Needs assessment\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"search strategies\"}],\"text\":\"Search strategies\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"formative evaluations\"}],\"text\":\"Formative evaluation\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"title\",\"quote\":\"WEB DESIGN FOR THE SCIENCES\"},{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"design websites that focus on agricultural, life and social sciences\"}],\"text\":\"LSC 532 teaches web design for agricultural, life, and social sciences, covering user characteristics, information goals, and evaluation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"characteristics of web users\"}],\"text\":\"Web user characteristics\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"science information goals for websites\"}],\"text\":\"Science information goals\"},{\"evidence\":[{\"course_id\":\"LSC 532\",\"field\":\"description\",\"quote\":\"legal issues\"}],\"text\":\"Legal issues in web design\"}]}","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"caed2db6e4f6c9a4d4c891b6290e8274802ae6d0063e8981316f5990aa1d5ed9","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_90852f0f04bb08924f8e4439","course_id":"LSC 532","catalog_version_id":"9f923b39007888b23de21352898dc467690bcbf92368d4adbef2ef91cc60d7a2","record_version_id":"ca567d4ee6bb41ba94298f1eef385b95949e73ea5f25718fbe4ac24af35ce69c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"caed2db6e4f6c9a4d4c891b6290e8274802ae6d0063e8981316f5990aa1d5ed9","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"3955fe891862b61e2d19292b7c031f29366ecc2501d307f8eea9d76a4938d92f\",\"course_id\":\"LSC 532\",\"current_instructors\":[{\"instructor_uid\":\"instructor_281538a05f8bdee680183dd3\",\"message\":\"No course-specific reviews available\",\"name\":\"Brianna Van Matre\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3143719\",\"summary\":[{\"citations\":[{\"course_id\":\"LSC 532\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LSC 532\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LSC 532\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.82 GPA, 89.5% A/AB (n=19 letter grades); Fall 2025: 3.68 GPA, 92.0% A/AB (n=25 letter grades); Spring 2026: 3.79 GPA, 95.2% A/AB (n=21 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LSC 532\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LSC 532\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LSC 532\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.82 GPA, 89.5% A/AB (n=19 letter grades); Fall 2025: 3.68 GPA, 92.0% A/AB (n=25 letter grades); Spring 2026: 3.79 GPA, 95.2% A/AB (n=21 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LSC 532\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"LSC 532\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"LSC 532\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LSC 532\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"source_record\":{\"entity_id\":\"d1b1a6e1-6039-3f2f-84db-0ff895a5f66e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"BRIANNA VAN MATRE is recorded teaching in Spring 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}]