[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"71e72ec34c8d6361287247d53df97824a575f00f4848c9fd2c8b92a7f6f0e0cf","record_version_id":"a1e93ad56bce8c39554edcd21d1cefcabc9bc614fd8268ed1ffe7732fbdf0dcc","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"36892e58369faa5d0ef73fae9011265eef3315df386cef0fb8aa347c6f1b6761","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"standing\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"standing\",\"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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"71e72ec34c8d6361287247d53df97824a575f00f4848c9fd2c8b92a7f6f0e0cf","record_version_id":"a1e93ad56bce8c39554edcd21d1cefcabc9bc614fd8268ed1ffe7732fbdf0dcc","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"36892e58369faa5d0ef73fae9011265eef3315df386cef0fb8aa347c6f1b6761","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Add to existing bodies of theory, scholarship, or scientific knowledge through critique, testing or extension in scholarly output\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Effectively communicate epistemological theories to an academic audience\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"epistemology information studies\",\"ways of knowing LIS\",\"knowledge production theory\",\"information science philosophy\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Understand different epistemological approaches in information fields.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Understanding epistemological approaches in information fields\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Develop an understanding of different approaches to how new knowledge is produced including how people acquire, organize, shape and convey new knowledge and information.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Analyzing approaches to the production, acquisition, organization, shaping, and conveyance of new knowledge\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Add to existing bodies of theory, scholarship, or scientific knowledge through critique, testing or extension in scholarly output\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Extending theoretical or scientific knowledge through scholarly critique and testing\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Effectively communicate epistemological theories to an academic audience\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Communicating epistemological theories to academic audiences\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"title\",\"quote\":\"WAYS OF KNOWING IN INFORMATION STUDIES\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"},{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Understand different epistemological approaches in information fields. Develop an understanding of different approaches to how new knowledge is produced including how people acquire, organize, shape and convey new knowledge and information.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Explores epistemological approaches in information studies and how new knowledge is acquired, organized, shaped, and conveyed.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Understand different epistemological approaches in information fields.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Epistemological approaches in information fields\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"how new knowledge is produced including how people acquire, organize, shape and convey new knowledge and information.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Production, acquisition, organization, shaping, and conveyance of new knowledge\"}]}","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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"71e72ec34c8d6361287247d53df97824a575f00f4848c9fd2c8b92a7f6f0e0cf","record_version_id":"a1e93ad56bce8c39554edcd21d1cefcabc9bc614fd8268ed1ffe7732fbdf0dcc","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"36892e58369faa5d0ef73fae9011265eef3315df386cef0fb8aa347c6f1b6761","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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"71e72ec34c8d6361287247d53df97824a575f00f4848c9fd2c8b92a7f6f0e0cf","record_version_id":"a1e93ad56bce8c39554edcd21d1cefcabc9bc614fd8268ed1ffe7732fbdf0dcc","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"36892e58369faa5d0ef73fae9011265eef3315df386cef0fb8aa347c6f1b6761","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"15c6e291fcdadcecd2b73df5e0d0476f082cb0eeb0860dcf0be4985c06da3410\",\"course_id\":\"LIS 910\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LIS 910\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d5fe47d8-80f6-365f-a82d-71d33a35ede9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"LIS 910\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d5fe47d8-80f6-365f-a82d-71d33a35ede9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"LIS 910\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"d5fe47d8-80f6-365f-a82d-71d33a35ede9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2009: 3.71 GPA, 85.7% A/AB (n=7 letter grades); Fall 2011: 3.81 GPA, 100.0% A/AB (n=8 letter grades); Spring 2023: 4.00 GPA, 100.0% A/AB (n=12 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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"7efa7a85477d289ef3d48df12c87974f8204d398158e6702033bf030135dab74","record_version_id":"a2f43825df5e703a4a20c23f65e169aebd7087055223df54d77685e30a2c1aa0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"dc50f5ed92365afc97d51ef65d36f25c12d5771e78352df592f3a497e2bc7ff7","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"7efa7a85477d289ef3d48df12c87974f8204d398158e6702033bf030135dab74","record_version_id":"a2f43825df5e703a4a20c23f65e169aebd7087055223df54d77685e30a2c1aa0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"dc50f5ed92365afc97d51ef65d36f25c12d5771e78352df592f3a497e2bc7ff7","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"epistemological approaches information\",\"knowledge production information studies\",\"graduate information science theory\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Develop an understanding of different approaches to how new knowledge is produced\"}],\"text\":\"Understanding knowledge production approaches\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"how people acquire, organize, shape and convey new knowledge and information\"}],\"text\":\"Analyzing knowledge acquisition and organization\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"title\",\"quote\":\"WAYS OF KNOWING IN INFORMATION STUDIES\"},{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Understand different epistemological approaches in information fields.\"}],\"text\":\"LIS 910 explores epistemological approaches in information studies, focusing on how knowledge is produced, acquired, and organized.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"different epistemological approaches in information fields\"}],\"text\":\"Epistemological approaches\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"how new knowledge is produced\"}],\"text\":\"Knowledge production\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"how people acquire, organize, shape and convey new knowledge and information\"}],\"text\":\"Knowledge acquisition and organization\"}]}","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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"7efa7a85477d289ef3d48df12c87974f8204d398158e6702033bf030135dab74","record_version_id":"a2f43825df5e703a4a20c23f65e169aebd7087055223df54d77685e30a2c1aa0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"dc50f5ed92365afc97d51ef65d36f25c12d5771e78352df592f3a497e2bc7ff7","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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"7efa7a85477d289ef3d48df12c87974f8204d398158e6702033bf030135dab74","record_version_id":"a2f43825df5e703a4a20c23f65e169aebd7087055223df54d77685e30a2c1aa0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"0e8dd184e2ce206845e1ab8f4ac6caaa4282e759253c8a300f7444310cfa2d60","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"7efa7a85477d289ef3d48df12c87974f8204d398158e6702033bf030135dab74","record_version_id":"a2f43825df5e703a4a20c23f65e169aebd7087055223df54d77685e30a2c1aa0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"0e8dd184e2ce206845e1ab8f4ac6caaa4282e759253c8a300f7444310cfa2d60","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"epistemological approaches information\",\"knowledge production information studies\",\"graduate information science theory\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Develop an understanding of different approaches to how new knowledge is produced\"}],\"text\":\"Understanding knowledge production approaches\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"how people acquire, organize, shape and convey new knowledge and information\"}],\"text\":\"Analyzing knowledge acquisition and organization\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"title\",\"quote\":\"WAYS OF KNOWING IN INFORMATION STUDIES\"},{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Understand different epistemological approaches in information fields.\"}],\"text\":\"LIS 910 explores epistemological approaches in information studies, focusing on how knowledge is produced, acquired, and organized.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"different epistemological approaches in information fields\"}],\"text\":\"Epistemological approaches\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"how new knowledge is produced\"}],\"text\":\"Knowledge production\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"how people acquire, organize, shape and convey new knowledge and information\"}],\"text\":\"Knowledge acquisition and organization\"}]}","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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"7efa7a85477d289ef3d48df12c87974f8204d398158e6702033bf030135dab74","record_version_id":"a2f43825df5e703a4a20c23f65e169aebd7087055223df54d77685e30a2c1aa0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"0e8dd184e2ce206845e1ab8f4ac6caaa4282e759253c8a300f7444310cfa2d60","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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"71e72ec34c8d6361287247d53df97824a575f00f4848c9fd2c8b92a7f6f0e0cf","record_version_id":"a1e93ad56bce8c39554edcd21d1cefcabc9bc614fd8268ed1ffe7732fbdf0dcc","job_id":"enrich-6556a505c10f448d98d02466","output_id":"8b8a522c7717f7217b3db0d94ac078af4211f57df89061f33cb4228e79343210","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"standing\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"standing\",\"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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"71e72ec34c8d6361287247d53df97824a575f00f4848c9fd2c8b92a7f6f0e0cf","record_version_id":"a1e93ad56bce8c39554edcd21d1cefcabc9bc614fd8268ed1ffe7732fbdf0dcc","job_id":"enrich-6556a505c10f448d98d02466","output_id":"8b8a522c7717f7217b3db0d94ac078af4211f57df89061f33cb4228e79343210","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Add to existing bodies of theory, scholarship, or scientific knowledge through critique, testing or extension in scholarly output\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"label\":\"writing\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Effectively communicate epistemological theories to an academic audience\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"label\":\"presentations\"}],\"assumed_background\":[],\"search_phrases\":[\"epistemology information studies\",\"ways of knowing LIS\",\"knowledge production theory\",\"information science philosophy\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Understand different epistemological approaches in information fields.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Understanding epistemological approaches in information fields\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Develop an understanding of different approaches to how new knowledge is produced including how people acquire, organize, shape and convey new knowledge and information.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Analyzing approaches to the production, acquisition, organization, shaping, and conveyance of new knowledge\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Add to existing bodies of theory, scholarship, or scientific knowledge through critique, testing or extension in scholarly output\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Extending theoretical or scientific knowledge through scholarly critique and testing\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Effectively communicate epistemological theories to an academic audience\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Communicating epistemological theories to academic audiences\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"title\",\"quote\":\"WAYS OF KNOWING IN INFORMATION STUDIES\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"},{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Understand different epistemological approaches in information fields. Develop an understanding of different approaches to how new knowledge is produced including how people acquire, organize, shape and convey new knowledge and information.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Explores epistemological approaches in information studies and how new knowledge is acquired, organized, shaped, and conveyed.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Understand different epistemological approaches in information fields.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Epistemological approaches in information fields\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"how new knowledge is produced including how people acquire, organize, shape and convey new knowledge and information.\",\"source_url\":\"https://guide.wisc.edu/courses/l_i_s/\"}],\"text\":\"Production, acquisition, organization, shaping, and conveyance of new knowledge\"}]}","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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"71e72ec34c8d6361287247d53df97824a575f00f4848c9fd2c8b92a7f6f0e0cf","record_version_id":"a1e93ad56bce8c39554edcd21d1cefcabc9bc614fd8268ed1ffe7732fbdf0dcc","job_id":"enrich-6556a505c10f448d98d02466","output_id":"8b8a522c7717f7217b3db0d94ac078af4211f57df89061f33cb4228e79343210","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"7efa7a85477d289ef3d48df12c87974f8204d398158e6702033bf030135dab74","record_version_id":"a2f43825df5e703a4a20c23f65e169aebd7087055223df54d77685e30a2c1aa0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6830eb5475ce0e400f6a84934d9059f43929eed488bd2e717c2ccbd6880df572","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"7efa7a85477d289ef3d48df12c87974f8204d398158e6702033bf030135dab74","record_version_id":"a2f43825df5e703a4a20c23f65e169aebd7087055223df54d77685e30a2c1aa0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6830eb5475ce0e400f6a84934d9059f43929eed488bd2e717c2ccbd6880df572","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"epistemological approaches information\",\"knowledge production information studies\",\"graduate information science theory\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Develop an understanding of different approaches to how new knowledge is produced\"}],\"text\":\"Understanding knowledge production approaches\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"how people acquire, organize, shape and convey new knowledge and information\"}],\"text\":\"Analyzing knowledge acquisition and organization\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"title\",\"quote\":\"WAYS OF KNOWING IN INFORMATION STUDIES\"},{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"Understand different epistemological approaches in information fields.\"}],\"text\":\"LIS 910 explores epistemological approaches in information studies, focusing on how knowledge is produced, acquired, and organized.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"different epistemological approaches in information fields\"}],\"text\":\"Epistemological approaches\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"how new knowledge is produced\"}],\"text\":\"Knowledge production\"},{\"evidence\":[{\"course_id\":\"LIS 910\",\"field\":\"description\",\"quote\":\"how people acquire, organize, shape and convey new knowledge and information\"}],\"text\":\"Knowledge acquisition and organization\"}]}","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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"7efa7a85477d289ef3d48df12c87974f8204d398158e6702033bf030135dab74","record_version_id":"a2f43825df5e703a4a20c23f65e169aebd7087055223df54d77685e30a2c1aa0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6830eb5475ce0e400f6a84934d9059f43929eed488bd2e717c2ccbd6880df572","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_f9cf68613c8282915df18144","course_id":"LIS 910","catalog_version_id":"7efa7a85477d289ef3d48df12c87974f8204d398158e6702033bf030135dab74","record_version_id":"a2f43825df5e703a4a20c23f65e169aebd7087055223df54d77685e30a2c1aa0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6830eb5475ce0e400f6a84934d9059f43929eed488bd2e717c2ccbd6880df572","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b0fe9fc2062feec0e33d8c4b0cd7046badb73fd61dd32543794fd59f12f76d53\",\"course_id\":\"LIS 910\",\"current_instructors\":[{\"instructor_uid\":\"instructor_218ca55b8478fe60d20560a3\",\"message\":\"No course-specific reviews available\",\"name\":\"Rick Wash\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3128690\",\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LIS 910\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d5fe47d8-80f6-365f-a82d-71d33a35ede9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"LIS 910\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d5fe47d8-80f6-365f-a82d-71d33a35ede9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"LIS 910\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d5fe47d8-80f6-365f-a82d-71d33a35ede9\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2009: 3.71 GPA, 85.7% A/AB (n=7 letter grades); Fall 2011: 3.81 GPA, 100.0% A/AB (n=8 letter grades); Spring 2023: 4.00 GPA, 100.0% A/AB (n=12 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]