[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"418bbc6e294b696f7f68df6e910b30fc0e10691608d5bab4a1e231388a2b4089","record_version_id":"5bc4ea1b6ca85287fab5ec3c5ddcf00b4c21ecf668a13abdc67de0db7d6a48d0","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"3ee9f00cd62f4f39b0995317bfa2eb9ac506cfad3b8792be58401a358bd3d046","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req-1\",\"req-2\"],\"condition\":null,\"course\":null,\"evidence\":\"LSC 314or graduate/professional standing\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":314,\"minimum_grade\":null,\"subjects\":[\"LSC\"],\"timing\":\"prior\"},\"evidence\":\"LSC 314\",\"id\":\"req-1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"req-2\",\"kind\":\"condition\"}],\"notes\":[\"Source text 'LSC 314or' lacks a space; interpreted as an OR condition between LSC 314 and graduate/professional standing.\"],\"root\":\"root\",\"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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"418bbc6e294b696f7f68df6e910b30fc0e10691608d5bab4a1e231388a2b4089","record_version_id":"5bc4ea1b6ca85287fab5ec3c5ddcf00b4c21ecf668a13abdc67de0db7d6a48d0","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"3ee9f00cd62f4f39b0995317bfa2eb9ac506cfad3b8792be58401a358bd3d046","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Demonstrate professional competency with the operation of video and audio equipment in the studio and field\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"label\":\"lab-work\"}],\"assumed_background\":[],\"search_phrases\":[\"Advanced Video Production\",\"digital video production\",\"video editing and scripting\",\"videography\",\"audio and video equipment operation\",\"media communication tools\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"producing, videography, scripting, and editing digital video\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"},{\"course_id\":\"LSC 614\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"operation of video and audio equipment in the studio and field\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Producing, scripting, editing, and shooting digital video; operating video and audio equipment in studio and field settings.\"},{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply current tools and technologies appropriate for communication professionals, and understand the digital world\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Applying current communication tools and technologies to understand the digital media landscape.\"},{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Demonstrate professional behavior while collaborating with other team members to reach project goals\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Collaborating professionally with team members to achieve shared project goals.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"title\",\"quote\":\"ADVANCED VIDEO PRODUCTION\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"},{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"Advanced instruction in producing, videography, scripting, and editing digital video.\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Advanced Video Production provides advanced instruction in producing, videography, scripting, and editing digital video.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"producing, videography, scripting, and editing digital video\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Digital video production, including scripting, videography, and post-production editing.\"},{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply appropriate theories in the use and presentation of images and information\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Theoretical frameworks for the use and presentation of visual images and information.\"},{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Select and competently use the most appropriate industry practices for your projects\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Selection and application of industry-standard practices for professional video projects.\"}]}","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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"418bbc6e294b696f7f68df6e910b30fc0e10691608d5bab4a1e231388a2b4089","record_version_id":"5bc4ea1b6ca85287fab5ec3c5ddcf00b4c21ecf668a13abdc67de0db7d6a48d0","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"3ee9f00cd62f4f39b0995317bfa2eb9ac506cfad3b8792be58401a358bd3d046","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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"418bbc6e294b696f7f68df6e910b30fc0e10691608d5bab4a1e231388a2b4089","record_version_id":"5bc4ea1b6ca85287fab5ec3c5ddcf00b4c21ecf668a13abdc67de0db7d6a48d0","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"3ee9f00cd62f4f39b0995317bfa2eb9ac506cfad3b8792be58401a358bd3d046","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"fd5b75d423520009e4f1ee7da77e96819c9f4fbe87f75ceda32fa0cccecc2c1e\",\"course_id\":\"LSC 614\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LSC 614\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"4b2d0bf9-1444-3f77-ae70-124700ab27eb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"LSC 614\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"4b2d0bf9-1444-3f77-ae70-124700ab27eb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"LSC 614\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"4b2d0bf9-1444-3f77-ae70-124700ab27eb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2016: 3.70 GPA, 70.0% A/AB (n=10 letter grades); Spring 2018: 2.93 GPA, 57.1% A/AB (n=7 letter grades); Spring 2020: 3.75 GPA, 100.0% A/AB (n=6 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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"6a82e78f2723aa6df3491d06ff745a3d7a57260427365bf08236025025048195","record_version_id":"e67640d52b8a62b014bc558eb122e1b9ae43d032601f4a098d766f05b2f7788c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ca4d3eae9937a72cb70e6b8bb556f2fec1b05da94dea24a21fc67dbb5644b349","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"LSC 314or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":314,\"minimum_grade\":null,\"subjects\":[\"LSC\"],\"timing\":\"prior\"},\"evidence\":\"LSC 314\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"6a82e78f2723aa6df3491d06ff745a3d7a57260427365bf08236025025048195","record_version_id":"e67640d52b8a62b014bc558eb122e1b9ae43d032601f4a098d766f05b2f7788c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ca4d3eae9937a72cb70e6b8bb556f2fec1b05da94dea24a21fc67dbb5644b349","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"LSC 314\",\"field\":\"description\",\"quote\":\"Principles and techniques of digital documentary and informational video production. Video styles and subject matter treatment analyzed. Information gathering, videography, scripting, producing, and editing techniques.\"}],\"text\":\"Foundational knowledge in digital video production, including videography, scripting, producing, and editing.\"}],\"search_phrases\":[\"advanced video production\",\"digital video editing\",\"videography techniques\",\"LSC 614 course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"Advanced instruction in producing, videography, scripting, and editing digital video.\"}],\"text\":\"Advanced production, videography, scripting, and editing of digital video.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"title\",\"quote\":\"ADVANCED VIDEO PRODUCTION\"},{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"Advanced instruction in producing, videography, scripting, and editing digital video.\"}],\"text\":\"LSC 614 is an advanced course teaching production, videography, scripting, and editing of digital video.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"producing, videography, scripting, and editing digital video\"}],\"text\":\"Digital video production, videography, scripting, and editing.\"}]}","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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"6a82e78f2723aa6df3491d06ff745a3d7a57260427365bf08236025025048195","record_version_id":"e67640d52b8a62b014bc558eb122e1b9ae43d032601f4a098d766f05b2f7788c","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ca4d3eae9937a72cb70e6b8bb556f2fec1b05da94dea24a21fc67dbb5644b349","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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"6a82e78f2723aa6df3491d06ff745a3d7a57260427365bf08236025025048195","record_version_id":"e67640d52b8a62b014bc558eb122e1b9ae43d032601f4a098d766f05b2f7788c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"879d5044d4176634275e42f0dae8ad56551ffd6e3bf1b2e43f18a6da6d1adf64","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"LSC 314or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":314,\"minimum_grade\":null,\"subjects\":[\"LSC\"],\"timing\":\"prior\"},\"evidence\":\"LSC 314\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"6a82e78f2723aa6df3491d06ff745a3d7a57260427365bf08236025025048195","record_version_id":"e67640d52b8a62b014bc558eb122e1b9ae43d032601f4a098d766f05b2f7788c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"879d5044d4176634275e42f0dae8ad56551ffd6e3bf1b2e43f18a6da6d1adf64","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"LSC 314\",\"field\":\"description\",\"quote\":\"Principles and techniques of digital documentary and informational video production. Video styles and subject matter treatment analyzed. Information gathering, videography, scripting, producing, and editing techniques.\"}],\"text\":\"Foundational knowledge in digital video production, including videography, scripting, producing, and editing.\"}],\"search_phrases\":[\"advanced video production\",\"digital video editing\",\"videography techniques\",\"LSC 614 course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"Advanced instruction in producing, videography, scripting, and editing digital video.\"}],\"text\":\"Advanced production, videography, scripting, and editing of digital video.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"title\",\"quote\":\"ADVANCED VIDEO PRODUCTION\"},{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"Advanced instruction in producing, videography, scripting, and editing digital video.\"}],\"text\":\"LSC 614 is an advanced course teaching production, videography, scripting, and editing of digital video.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"producing, videography, scripting, and editing digital video\"}],\"text\":\"Digital video production, videography, scripting, and editing.\"}]}","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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"6a82e78f2723aa6df3491d06ff745a3d7a57260427365bf08236025025048195","record_version_id":"e67640d52b8a62b014bc558eb122e1b9ae43d032601f4a098d766f05b2f7788c","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"879d5044d4176634275e42f0dae8ad56551ffd6e3bf1b2e43f18a6da6d1adf64","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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"418bbc6e294b696f7f68df6e910b30fc0e10691608d5bab4a1e231388a2b4089","record_version_id":"5bc4ea1b6ca85287fab5ec3c5ddcf00b4c21ecf668a13abdc67de0db7d6a48d0","job_id":"enrich-6556a505c10f448d98d02466","output_id":"f4334b3b2efed5d77fade3b9f97caf61768aa629eea37f1357bc06e7640db8f6","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"req-1\",\"req-2\"],\"condition\":null,\"course\":null,\"evidence\":\"LSC 314or graduate/professional standing\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":314,\"minimum_grade\":null,\"subjects\":[\"LSC\"],\"timing\":\"prior\"},\"evidence\":\"LSC 314\",\"id\":\"req-1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"req-2\",\"kind\":\"condition\"}],\"notes\":[\"Source text 'LSC 314or' lacks a space; interpreted as an OR condition between LSC 314 and graduate/professional standing.\"],\"root\":\"root\",\"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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"418bbc6e294b696f7f68df6e910b30fc0e10691608d5bab4a1e231388a2b4089","record_version_id":"5bc4ea1b6ca85287fab5ec3c5ddcf00b4c21ecf668a13abdc67de0db7d6a48d0","job_id":"enrich-6556a505c10f448d98d02466","output_id":"f4334b3b2efed5d77fade3b9f97caf61768aa629eea37f1357bc06e7640db8f6","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Demonstrate professional competency with the operation of video and audio equipment in the studio and field\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"label\":\"lab-work\"}],\"assumed_background\":[],\"search_phrases\":[\"Advanced Video Production\",\"digital video production\",\"video editing and scripting\",\"videography\",\"audio and video equipment operation\",\"media communication tools\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"producing, videography, scripting, and editing digital video\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"},{\"course_id\":\"LSC 614\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"operation of video and audio equipment in the studio and field\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Producing, scripting, editing, and shooting digital video; operating video and audio equipment in studio and field settings.\"},{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Apply current tools and technologies appropriate for communication professionals, and understand the digital world\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Applying current communication tools and technologies to understand the digital media landscape.\"},{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Demonstrate professional behavior while collaborating with other team members to reach project goals\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Collaborating professionally with team members to achieve shared project goals.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"title\",\"quote\":\"ADVANCED VIDEO PRODUCTION\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"},{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"Advanced instruction in producing, videography, scripting, and editing digital video.\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Advanced Video Production provides advanced instruction in producing, videography, scripting, and editing digital video.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"producing, videography, scripting, and editing digital video\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Digital video production, including scripting, videography, and post-production editing.\"},{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Apply appropriate theories in the use and presentation of images and information\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Theoretical frameworks for the use and presentation of visual images and information.\"},{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Select and competently use the most appropriate industry practices for your projects\",\"source_url\":\"https://guide.wisc.edu/courses/lsc/\"}],\"text\":\"Selection and application of industry-standard practices for professional video projects.\"}]}","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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"418bbc6e294b696f7f68df6e910b30fc0e10691608d5bab4a1e231388a2b4089","record_version_id":"5bc4ea1b6ca85287fab5ec3c5ddcf00b4c21ecf668a13abdc67de0db7d6a48d0","job_id":"enrich-6556a505c10f448d98d02466","output_id":"f4334b3b2efed5d77fade3b9f97caf61768aa629eea37f1357bc06e7640db8f6","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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"6a82e78f2723aa6df3491d06ff745a3d7a57260427365bf08236025025048195","record_version_id":"e67640d52b8a62b014bc558eb122e1b9ae43d032601f4a098d766f05b2f7788c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"825726f4b7ae7603f188680a0703d100caa46fbf73ae950469fad0085585f189","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"LSC 314or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":314,\"minimum_grade\":null,\"subjects\":[\"LSC\"],\"timing\":\"prior\"},\"evidence\":\"LSC 314\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"6a82e78f2723aa6df3491d06ff745a3d7a57260427365bf08236025025048195","record_version_id":"e67640d52b8a62b014bc558eb122e1b9ae43d032601f4a098d766f05b2f7788c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"825726f4b7ae7603f188680a0703d100caa46fbf73ae950469fad0085585f189","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"LSC 314\",\"field\":\"description\",\"quote\":\"Principles and techniques of digital documentary and informational video production. Video styles and subject matter treatment analyzed. Information gathering, videography, scripting, producing, and editing techniques.\"}],\"text\":\"Foundational knowledge in digital video production, including videography, scripting, producing, and editing.\"}],\"search_phrases\":[\"advanced video production\",\"digital video editing\",\"videography techniques\",\"LSC 614 course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"Advanced instruction in producing, videography, scripting, and editing digital video.\"}],\"text\":\"Advanced production, videography, scripting, and editing of digital video.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"title\",\"quote\":\"ADVANCED VIDEO PRODUCTION\"},{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"Advanced instruction in producing, videography, scripting, and editing digital video.\"}],\"text\":\"LSC 614 is an advanced course teaching production, videography, scripting, and editing of digital video.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 614\",\"field\":\"description\",\"quote\":\"producing, videography, scripting, and editing digital video\"}],\"text\":\"Digital video production, videography, scripting, and editing.\"}]}","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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"6a82e78f2723aa6df3491d06ff745a3d7a57260427365bf08236025025048195","record_version_id":"e67640d52b8a62b014bc558eb122e1b9ae43d032601f4a098d766f05b2f7788c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"825726f4b7ae7603f188680a0703d100caa46fbf73ae950469fad0085585f189","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_bed44f1458fa0e191328e5fa","course_id":"LSC 614","catalog_version_id":"6a82e78f2723aa6df3491d06ff745a3d7a57260427365bf08236025025048195","record_version_id":"e67640d52b8a62b014bc558eb122e1b9ae43d032601f4a098d766f05b2f7788c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"825726f4b7ae7603f188680a0703d100caa46fbf73ae950469fad0085585f189","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"c824d6853e04e8e90286708286e88d2176d563b8f0e2ef7161d9937825c30286\",\"course_id\":\"LSC 614\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"LSC 614\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4b2d0bf9-1444-3f77-ae70-124700ab27eb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"LSC 614\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4b2d0bf9-1444-3f77-ae70-124700ab27eb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"LSC 614\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4b2d0bf9-1444-3f77-ae70-124700ab27eb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2016: 3.70 GPA, 70.0% A/AB (n=10 letter grades); Spring 2018: 2.93 GPA, 57.1% A/AB (n=7 letter grades); Spring 2020: 3.75 GPA, 100.0% A/AB (n=6 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}]