[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"48440873768061eee2090ccc221d1381033db7714f05631e5045d94448e3f7d5","record_version_id":"1eb4c7fb88883f8e530c3bfbbe3a547ef5666479fb8205c08838de8cdb62ff2d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"55f948ae8914a61860397e22fd0c12fb554f4664f7d336809758e9e77a6e26e1","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req-1\",\"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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"48440873768061eee2090ccc221d1381033db7714f05631e5045d94448e3f7d5","record_version_id":"1eb4c7fb88883f8e530c3bfbbe3a547ef5666479fb8205c08838de8cdb62ff2d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"55f948ae8914a61860397e22fd0c12fb554f4664f7d336809758e9e77a6e26e1","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Collectively build a shared resource library that includes annotated bibliographies, short response papers, and tutorials & codes for a selected set of R packages popular for computational communication research.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"label\":\"programming\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Collectively build a shared resource library that includes annotated bibliographies, short response papers, and tutorials & codes for a selected set of R packages popular for computational communication research.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"computational approaches to communication research\",\"R packages for communication research\",\"computational methods in social science\",\"analytical tools for digital information environment\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Gain familiarity with major computational methods currently available to social scientists.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Familiarity with major computational methods for social scientists\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Develop a conceptual understanding of the core assumptions, modeling strategies, and programming tools associated with each of the surveyed computational method.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Conceptual understanding of computational method assumptions and modeling strategies\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Critically assess how computational methods could help describe, predict, and explain communication phenomena and improve Interventions.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Critical assessment of computational methods for communication phenomena\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Collectively build a shared resource library that includes annotated bibliographies, short response papers, and tutorials & codes for a selected set of R packages popular for computational communication research.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Creation of annotated bibliographies, response papers, and R package tutorials\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"title\",\"quote\":\"COMPUTATIONAL APPROACHES TO COMMUNICATION RESEARCH\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"},{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"Surveys major computational approaches and analytical tools that are promising in advancing communication research and practices in the modern digital information environment.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Surveys major computational approaches and analytical tools for advancing communication research and practices in the modern digital information environment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"Surveys major computational approaches and analytical tools that are promising in advancing communication research and practices in the modern digital information environment.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Computational approaches and analytical tools for communication research\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Examine how computational approaches could triangulate with other research methods to help advance communication theory.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Triangulation of computational approaches with other research methods\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Collectively build a shared resource library that includes annotated bibliographies, short response papers, and tutorials & codes for a selected set of R packages popular for computational communication research.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"R packages for computational communication research\"}]}","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"48440873768061eee2090ccc221d1381033db7714f05631e5045d94448e3f7d5","record_version_id":"1eb4c7fb88883f8e530c3bfbbe3a547ef5666479fb8205c08838de8cdb62ff2d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"55f948ae8914a61860397e22fd0c12fb554f4664f7d336809758e9e77a6e26e1","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"48440873768061eee2090ccc221d1381033db7714f05631e5045d94448e3f7d5","record_version_id":"1eb4c7fb88883f8e530c3bfbbe3a547ef5666479fb8205c08838de8cdb62ff2d","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"55f948ae8914a61860397e22fd0c12fb554f4664f7d336809758e9e77a6e26e1","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"fe3063fe7b515905105d7429f32b5fcc1fc258121e5210b5be38e689f4a3ca2c\",\"course_id\":\"JOURN 818\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"JOURN 818\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"80274209-cc0c-33d3-93c4-c34f061566c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"JOURN 818\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"80274209-cc0c-33d3-93c4-c34f061566c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 4.00 GPA, 100.0% A/AB (n=14 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"9561d07d38e04d9b5f77c6393bdfec5f3bba4eac22003d93c219ffb846eac665","record_version_id":"0a625e472f9c9459d4ec5a522ab8e4299f55fe5d6234c6b7b7b6db5760de1229","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"c570f889d7d48f55b37710a225e8b04b885e9e07a9b8b71a729754c589858170","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"9561d07d38e04d9b5f77c6393bdfec5f3bba4eac22003d93c219ffb846eac665","record_version_id":"0a625e472f9c9459d4ec5a522ab8e4299f55fe5d6234c6b7b7b6db5760de1229","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"c570f889d7d48f55b37710a225e8b04b885e9e07a9b8b71a729754c589858170","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"computational communication research\",\"digital information environment analysis\",\"communication research tools\",\"JOURN 818 graduate\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"Surveys major computational approaches and analytical tools\"}],\"text\":\"Surveying computational approaches and analytical tools for communication research\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"title\",\"quote\":\"COMPUTATIONAL APPROACHES TO COMMUNICATION RESEARCH\"},{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"Surveys major computational approaches and analytical tools that are promising in advancing communication research and practices in the modern digital information environment.\"}],\"text\":\"JOURN 818 surveys computational approaches and analytical tools for advancing communication research in the digital information environment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"computational approaches\"}],\"text\":\"Computational approaches\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"analytical tools\"}],\"text\":\"Analytical tools\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"communication research\"}],\"text\":\"Communication research\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"modern digital information environment\"}],\"text\":\"Modern digital information environment\"}]}","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"9561d07d38e04d9b5f77c6393bdfec5f3bba4eac22003d93c219ffb846eac665","record_version_id":"0a625e472f9c9459d4ec5a522ab8e4299f55fe5d6234c6b7b7b6db5760de1229","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"c570f889d7d48f55b37710a225e8b04b885e9e07a9b8b71a729754c589858170","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"9561d07d38e04d9b5f77c6393bdfec5f3bba4eac22003d93c219ffb846eac665","record_version_id":"0a625e472f9c9459d4ec5a522ab8e4299f55fe5d6234c6b7b7b6db5760de1229","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d069a0123fc3ca09cddc5e45305dae26438f0702f903d9b46d360778eedbdc70","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"9561d07d38e04d9b5f77c6393bdfec5f3bba4eac22003d93c219ffb846eac665","record_version_id":"0a625e472f9c9459d4ec5a522ab8e4299f55fe5d6234c6b7b7b6db5760de1229","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d069a0123fc3ca09cddc5e45305dae26438f0702f903d9b46d360778eedbdc70","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"computational communication research\",\"digital information environment analysis\",\"communication research tools\",\"JOURN 818 graduate\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"Surveys major computational approaches and analytical tools\"}],\"text\":\"Surveying computational approaches and analytical tools for communication research\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"title\",\"quote\":\"COMPUTATIONAL APPROACHES TO COMMUNICATION RESEARCH\"},{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"Surveys major computational approaches and analytical tools that are promising in advancing communication research and practices in the modern digital information environment.\"}],\"text\":\"JOURN 818 surveys computational approaches and analytical tools for advancing communication research in the digital information environment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"computational approaches\"}],\"text\":\"Computational approaches\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"analytical tools\"}],\"text\":\"Analytical tools\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"communication research\"}],\"text\":\"Communication research\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"modern digital information environment\"}],\"text\":\"Modern digital information environment\"}]}","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"9561d07d38e04d9b5f77c6393bdfec5f3bba4eac22003d93c219ffb846eac665","record_version_id":"0a625e472f9c9459d4ec5a522ab8e4299f55fe5d6234c6b7b7b6db5760de1229","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"d069a0123fc3ca09cddc5e45305dae26438f0702f903d9b46d360778eedbdc70","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"48440873768061eee2090ccc221d1381033db7714f05631e5045d94448e3f7d5","record_version_id":"1eb4c7fb88883f8e530c3bfbbe3a547ef5666479fb8205c08838de8cdb62ff2d","job_id":"enrich-6556a505c10f448d98d02466","output_id":"9a45997128e148c158e5ecae395a1014f642c9860c8686b2a08c6d88f68a6f71","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"req-1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req-1\",\"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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"48440873768061eee2090ccc221d1381033db7714f05631e5045d94448e3f7d5","record_version_id":"1eb4c7fb88883f8e530c3bfbbe3a547ef5666479fb8205c08838de8cdb62ff2d","job_id":"enrich-6556a505c10f448d98d02466","output_id":"9a45997128e148c158e5ecae395a1014f642c9860c8686b2a08c6d88f68a6f71","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Collectively build a shared resource library that includes annotated bibliographies, short response papers, and tutorials & codes for a selected set of R packages popular for computational communication research.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"label\":\"programming\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Collectively build a shared resource library that includes annotated bibliographies, short response papers, and tutorials & codes for a selected set of R packages popular for computational communication research.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"computational approaches to communication research\",\"R packages for communication research\",\"computational methods in social science\",\"analytical tools for digital information environment\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Gain familiarity with major computational methods currently available to social scientists.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Familiarity with major computational methods for social scientists\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Develop a conceptual understanding of the core assumptions, modeling strategies, and programming tools associated with each of the surveyed computational method.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Conceptual understanding of computational method assumptions and modeling strategies\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Critically assess how computational methods could help describe, predict, and explain communication phenomena and improve Interventions.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Critical assessment of computational methods for communication phenomena\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Collectively build a shared resource library that includes annotated bibliographies, short response papers, and tutorials & codes for a selected set of R packages popular for computational communication research.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Creation of annotated bibliographies, response papers, and R package tutorials\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"title\",\"quote\":\"COMPUTATIONAL APPROACHES TO COMMUNICATION RESEARCH\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"},{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"Surveys major computational approaches and analytical tools that are promising in advancing communication research and practices in the modern digital information environment.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Surveys major computational approaches and analytical tools for advancing communication research and practices in the modern digital information environment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"Surveys major computational approaches and analytical tools that are promising in advancing communication research and practices in the modern digital information environment.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Computational approaches and analytical tools for communication research\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Examine how computational approaches could triangulate with other research methods to help advance communication theory.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Triangulation of computational approaches with other research methods\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Collectively build a shared resource library that includes annotated bibliographies, short response papers, and tutorials & codes for a selected set of R packages popular for computational communication research.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"R packages for computational communication research\"}]}","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"48440873768061eee2090ccc221d1381033db7714f05631e5045d94448e3f7d5","record_version_id":"1eb4c7fb88883f8e530c3bfbbe3a547ef5666479fb8205c08838de8cdb62ff2d","job_id":"enrich-6556a505c10f448d98d02466","output_id":"9a45997128e148c158e5ecae395a1014f642c9860c8686b2a08c6d88f68a6f71","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"9561d07d38e04d9b5f77c6393bdfec5f3bba4eac22003d93c219ffb846eac665","record_version_id":"0a625e472f9c9459d4ec5a522ab8e4299f55fe5d6234c6b7b7b6db5760de1229","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4f6c0fbef852eb54d0890f9861ceab2536b4b1225cedcc58af1a8e68abc6849f","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"9561d07d38e04d9b5f77c6393bdfec5f3bba4eac22003d93c219ffb846eac665","record_version_id":"0a625e472f9c9459d4ec5a522ab8e4299f55fe5d6234c6b7b7b6db5760de1229","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4f6c0fbef852eb54d0890f9861ceab2536b4b1225cedcc58af1a8e68abc6849f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"computational communication research\",\"digital information environment analysis\",\"communication research tools\",\"JOURN 818 graduate\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"Surveys major computational approaches and analytical tools\"}],\"text\":\"Surveying computational approaches and analytical tools for communication research\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"title\",\"quote\":\"COMPUTATIONAL APPROACHES TO COMMUNICATION RESEARCH\"},{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"Surveys major computational approaches and analytical tools that are promising in advancing communication research and practices in the modern digital information environment.\"}],\"text\":\"JOURN 818 surveys computational approaches and analytical tools for advancing communication research in the digital information environment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"computational approaches\"}],\"text\":\"Computational approaches\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"analytical tools\"}],\"text\":\"Analytical tools\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"communication research\"}],\"text\":\"Communication research\"},{\"evidence\":[{\"course_id\":\"JOURN 818\",\"field\":\"description\",\"quote\":\"modern digital information environment\"}],\"text\":\"Modern digital information environment\"}]}","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"9561d07d38e04d9b5f77c6393bdfec5f3bba4eac22003d93c219ffb846eac665","record_version_id":"0a625e472f9c9459d4ec5a522ab8e4299f55fe5d6234c6b7b7b6db5760de1229","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4f6c0fbef852eb54d0890f9861ceab2536b4b1225cedcc58af1a8e68abc6849f","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_0d025904d0a64bec573bc767","course_id":"JOURN 818","catalog_version_id":"9561d07d38e04d9b5f77c6393bdfec5f3bba4eac22003d93c219ffb846eac665","record_version_id":"0a625e472f9c9459d4ec5a522ab8e4299f55fe5d6234c6b7b7b6db5760de1229","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4f6c0fbef852eb54d0890f9861ceab2536b4b1225cedcc58af1a8e68abc6849f","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"75803f81014adf726e186f7defbe19bedd074aba11a29812dee04071f4ae1580\",\"course_id\":\"JOURN 818\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"JOURN 818\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"80274209-cc0c-33d3-93c4-c34f061566c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"JOURN 818\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"80274209-cc0c-33d3-93c4-c34f061566c2\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 4.00 GPA, 100.0% A/AB (n=14 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=8 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}]