[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"144d9ae0cc837b93f3ba29138725ed451ef739b8b6e9f8caf703a97999b4c826","record_version_id":"f4c5b49480832abb68fcc6bd16d6e32d14c4509bda0c23351c49c6b5a1db4fe8","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"24d11d3cc49e0073081e3266ef8818c6cf4748ebc01b1ba2eeb390cfa06bbe03","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior 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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"144d9ae0cc837b93f3ba29138725ed451ef739b8b6e9f8caf703a97999b4c826","record_version_id":"f4c5b49480832abb68fcc6bd16d6e32d14c4509bda0c23351c49c6b5a1db4fe8","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"24d11d3cc49e0073081e3266ef8818c6cf4748ebc01b1ba2eeb390cfa06bbe03","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Analyze and interpret data from communication studies to draw valid conclusions about media, audiences, and messages.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Design a small-scale communication research project that demonstrates theoretical grounding, methodological rigor, and original scholarly contribution.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"mass communication process\",\"communication effects\",\"research methods in journalism\",\"survey experiment content analysis\",\"quantitative qualitative approaches\",\"communication research design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Explain the logic of scientific inquiry in communication research, including the role of theory and the key steps in designing and conducting a study.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Explain the logic of scientific inquiry in communication research.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Differentiate among major research methods used in journalism and communication, including survey, experiment, and content analysis, and distinguish quantitative from qualitative approaches.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Differentiate among major research methods and distinguish quantitative from qualitative approaches.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Analyze and interpret data from communication studies to draw valid conclusions about media, audiences, and messages.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Analyze and interpret data from communication studies.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Critically evaluate the design, evidence, and claims presented in communication and media research, including studies published in both scholarly and professional contexts.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Critically evaluate the design, evidence, and claims in communication and media research.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Apply ethical principles and disciplinary standards (e.g., informed consent, representation, data integrity) to communication research projects.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Apply ethical principles and disciplinary standards to communication research projects.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Design a small-scale communication research project that demonstrates theoretical grounding, methodological rigor, and original scholarly contribution.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Design a small-scale communication research project with theoretical grounding and methodological rigor.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"title\",\"quote\":\"COMMUNICATION RESEARCH METHODS\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"},{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Communication Research Methods surveys methods for investigating mass communication process and effects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Mass communication process and effects.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Differentiate among major research methods used in journalism and communication, including survey, experiment, and content analysis, and distinguish quantitative from qualitative approaches.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Research methods including survey, experiment, and content analysis; quantitative and qualitative approaches.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Explain the logic of scientific inquiry in communication research, including the role of theory and the key steps in designing and conducting a study.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Logic of scientific inquiry, role of theory, and study design.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Explain how and why communication research can contribute to equity, inclusion, and social justice in media and society.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Equity, inclusion, and social justice in media and society.\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"144d9ae0cc837b93f3ba29138725ed451ef739b8b6e9f8caf703a97999b4c826","record_version_id":"f4c5b49480832abb68fcc6bd16d6e32d14c4509bda0c23351c49c6b5a1db4fe8","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"24d11d3cc49e0073081e3266ef8818c6cf4748ebc01b1ba2eeb390cfa06bbe03","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:463657\",\"summary\":\"Cited reviews criticize Dietram Scheufele for dull lectures.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:463657\",\"summary\":\"Cited reviews note frequent quizzes under Dietram Scheufele.\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"144d9ae0cc837b93f3ba29138725ed451ef739b8b6e9f8caf703a97999b4c826","record_version_id":"f4c5b49480832abb68fcc6bd16d6e32d14c4509bda0c23351c49c6b5a1db4fe8","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"24d11d3cc49e0073081e3266ef8818c6cf4748ebc01b1ba2eeb390cfa06bbe03","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"2ae8a076731a3bfac715fac6be06607e03d160f49de934945c1258c792e6feb5\",\"course_id\":\"JOURN 658\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Dietram Scheufele\",\"review_date\":\"2006-11-14 00:19:45 +0000 UTC\",\"review_id\":\"1e41ee7fc0536fb0cb7cd799\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:463657\",\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"The reviewer rated the course as very difficult and noted a workload that included quizzes after each lecture.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Dietram Scheufele\",\"review_date\":\"2006-11-14 00:19:45 +0000 UTC\",\"review_id\":\"1e41ee7fc0536fb0cb7cd799\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:463657\",\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"A past student found the lectures dull and criticized the historical instructor as the worst professor they had encountered.\"},{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.65 GPA, 95.8% A/AB (n=24 letter grades); Fall 2025: 3.88 GPA, 92.0% A/AB (n=25 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=27 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Dietram Scheufele\",\"review_date\":\"2006-11-14 00:19:45 +0000 UTC\",\"review_id\":\"1e41ee7fc0536fb0cb7cd799\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:463657\",\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"The student described the teaching style as dull and expressed strong dissatisfaction with the instructor's performance.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"}],\"text\":\"DIETRAM SCHEUFELE is recorded teaching in Fall 2006, Fall 2007. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ffae3760e9a71d37b42bfd2a07b85af01457b8e33f7b44df2e1f3cdef7400e99","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior 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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ffae3760e9a71d37b42bfd2a07b85af01457b8e33f7b44df2e1f3cdef7400e99","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"mass communication research methods\",\"communication process investigation\",\"effects of mass media\",\"JOURN 658 survey methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\"}],\"text\":\"Investigating mass communication processes and effects\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"title\",\"quote\":\"COMMUNICATION RESEARCH METHODS\"},{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\"}],\"text\":\"JOURN 658 is a survey of methods for investigating mass communication processes and their effects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"mass communication process and effects\"}],\"text\":\"Mass communication process\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"mass communication process and effects\"}],\"text\":\"Effects of mass communication\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"methods for investigating\"}],\"text\":\"Research methods\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ffae3760e9a71d37b42bfd2a07b85af01457b8e33f7b44df2e1f3cdef7400e99","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"497a9fd655fb5831d7d786624c12721fa52f8aa593e7b28f0f7774c4e2121c26","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior 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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"497a9fd655fb5831d7d786624c12721fa52f8aa593e7b28f0f7774c4e2121c26","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"mass communication research methods\",\"communication process investigation\",\"effects of mass media\",\"JOURN 658 survey methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\"}],\"text\":\"Investigating mass communication processes and effects\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"title\",\"quote\":\"COMMUNICATION RESEARCH METHODS\"},{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\"}],\"text\":\"JOURN 658 is a survey of methods for investigating mass communication processes and their effects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"mass communication process and effects\"}],\"text\":\"Mass communication process\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"mass communication process and effects\"}],\"text\":\"Effects of mass communication\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"methods for investigating\"}],\"text\":\"Research methods\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"497a9fd655fb5831d7d786624c12721fa52f8aa593e7b28f0f7774c4e2121c26","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Lectures are described as dull and unengaging.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Students report excessive quizzing.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"The instructor is rated very poorly with a quality rating of 1.\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"144d9ae0cc837b93f3ba29138725ed451ef739b8b6e9f8caf703a97999b4c826","record_version_id":"f4c5b49480832abb68fcc6bd16d6e32d14c4509bda0c23351c49c6b5a1db4fe8","job_id":"enrich-6556a505c10f448d98d02466","output_id":"febf8ba05866eb46e168eb87d37870b0e4b0bdcc1809d86858db64f3c0c5dfc0","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior 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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"144d9ae0cc837b93f3ba29138725ed451ef739b8b6e9f8caf703a97999b4c826","record_version_id":"f4c5b49480832abb68fcc6bd16d6e32d14c4509bda0c23351c49c6b5a1db4fe8","job_id":"enrich-6556a505c10f448d98d02466","output_id":"febf8ba05866eb46e168eb87d37870b0e4b0bdcc1809d86858db64f3c0c5dfc0","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Analyze and interpret data from communication studies to draw valid conclusions about media, audiences, and messages.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"label\":\"data-analysis\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Design a small-scale communication research project that demonstrates theoretical grounding, methodological rigor, and original scholarly contribution.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"mass communication process\",\"communication effects\",\"research methods in journalism\",\"survey experiment content analysis\",\"quantitative qualitative approaches\",\"communication research design\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Explain the logic of scientific inquiry in communication research, including the role of theory and the key steps in designing and conducting a study.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Explain the logic of scientific inquiry in communication research.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Differentiate among major research methods used in journalism and communication, including survey, experiment, and content analysis, and distinguish quantitative from qualitative approaches.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Differentiate among major research methods and distinguish quantitative from qualitative approaches.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Analyze and interpret data from communication studies to draw valid conclusions about media, audiences, and messages.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Analyze and interpret data from communication studies.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Critically evaluate the design, evidence, and claims presented in communication and media research, including studies published in both scholarly and professional contexts.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Critically evaluate the design, evidence, and claims in communication and media research.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Apply ethical principles and disciplinary standards (e.g., informed consent, representation, data integrity) to communication research projects.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Apply ethical principles and disciplinary standards to communication research projects.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":6,\"quote\":\"Design a small-scale communication research project that demonstrates theoretical grounding, methodological rigor, and original scholarly contribution.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Design a small-scale communication research project with theoretical grounding and methodological rigor.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"title\",\"quote\":\"COMMUNICATION RESEARCH METHODS\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"},{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Communication Research Methods surveys methods for investigating mass communication process and effects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Mass communication process and effects.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Differentiate among major research methods used in journalism and communication, including survey, experiment, and content analysis, and distinguish quantitative from qualitative approaches.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Research methods including survey, experiment, and content analysis; quantitative and qualitative approaches.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Explain the logic of scientific inquiry in communication research, including the role of theory and the key steps in designing and conducting a study.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Logic of scientific inquiry, role of theory, and study design.\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Explain how and why communication research can contribute to equity, inclusion, and social justice in media and society.\",\"source_url\":\"https://guide.wisc.edu/courses/journ/\"}],\"text\":\"Equity, inclusion, and social justice in media and society.\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"144d9ae0cc837b93f3ba29138725ed451ef739b8b6e9f8caf703a97999b4c826","record_version_id":"f4c5b49480832abb68fcc6bd16d6e32d14c4509bda0c23351c49c6b5a1db4fe8","job_id":"enrich-6556a505c10f448d98d02466","output_id":"febf8ba05866eb46e168eb87d37870b0e4b0bdcc1809d86858db64f3c0c5dfc0","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:463657\",\"summary\":\"Cited reviews criticize Dietram Scheufele for dull lectures.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:463657\",\"summary\":\"Cited reviews note frequent quizzes under Dietram Scheufele.\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2313e0889b8818136d872c35a93a4ed1630a0d7cf7cceb9494924efeb3db8238","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior 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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2313e0889b8818136d872c35a93a4ed1630a0d7cf7cceb9494924efeb3db8238","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"mass communication research methods\",\"communication process investigation\",\"effects of mass media\",\"JOURN 658 survey methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\"}],\"text\":\"Investigating mass communication processes and effects\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"title\",\"quote\":\"COMMUNICATION RESEARCH METHODS\"},{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\"}],\"text\":\"JOURN 658 is a survey of methods for investigating mass communication processes and their effects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"mass communication process and effects\"}],\"text\":\"Mass communication process\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"mass communication process and effects\"}],\"text\":\"Effects of mass communication\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"methods for investigating\"}],\"text\":\"Research methods\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2313e0889b8818136d872c35a93a4ed1630a0d7cf7cceb9494924efeb3db8238","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Lectures are described as dull and unengaging.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Students report excessive quizzing.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"The instructor is rated very poorly with a quality rating of 1.\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2313e0889b8818136d872c35a93a4ed1630a0d7cf7cceb9494924efeb3db8238","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"9d7e147118c8789fc041fe4d18ac2c69ab9ec1c35d90a1603459d4d5c9b4358a\",\"course_id\":\"JOURN 658\",\"current_instructors\":[{\"instructor_uid\":\"instructor_5882f7dfcfb6891e17bf8335\",\"message\":\"No course-specific reviews available\",\"name\":\"Karyn Riddle\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1056265\",\"summary\":[{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2016: 3.71 GPA, 83.3% A/AB (n=24 letter grades); Fall 2019: 3.81 GPA, 89.7% A/AB (n=29 letter grades); Fall 2023: 3.79 GPA, 91.7% A/AB (n=24 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.65 GPA, 95.8% A/AB (n=24 letter grades); Fall 2025: 3.88 GPA, 92.0% A/AB (n=25 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=27 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"}],\"text\":\"DIETRAM SCHEUFELE is recorded teaching in Fall 2006, Fall 2007. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"KARYN RIDDLE is recorded teaching in Fall 2016, Fall 2019, Fall 2023. 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":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f2b1e817c3d22f50e7554575b48387d2a704c0dec360e45e10e577fc53bbd1ce","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior 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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f2b1e817c3d22f50e7554575b48387d2a704c0dec360e45e10e577fc53bbd1ce","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"mass communication research methods\",\"communication process investigation\",\"effects of mass media\",\"JOURN 658 survey methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\"}],\"text\":\"Investigating mass communication processes and effects\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"title\",\"quote\":\"COMMUNICATION RESEARCH METHODS\"},{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\"}],\"text\":\"JOURN 658 is a survey of methods for investigating mass communication processes and their effects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"mass communication process and effects\"}],\"text\":\"Mass communication process\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"mass communication process and effects\"}],\"text\":\"Effects of mass communication\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"methods for investigating\"}],\"text\":\"Research methods\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f2b1e817c3d22f50e7554575b48387d2a704c0dec360e45e10e577fc53bbd1ce","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Lectures are described as dull and unengaging.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Students report excessive quizzing.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"The instructor is rated very poorly with a quality rating of 1.\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f2b1e817c3d22f50e7554575b48387d2a704c0dec360e45e10e577fc53bbd1ce","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"9d7e147118c8789fc041fe4d18ac2c69ab9ec1c35d90a1603459d4d5c9b4358a\",\"course_id\":\"JOURN 658\",\"current_instructors\":[{\"instructor_uid\":\"instructor_5882f7dfcfb6891e17bf8335\",\"message\":\"No course-specific reviews available\",\"name\":\"Karyn Riddle\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1056265\",\"summary\":[{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2016: 3.71 GPA, 83.3% A/AB (n=24 letter grades); Fall 2019: 3.81 GPA, 89.7% A/AB (n=29 letter grades); Fall 2023: 3.79 GPA, 91.7% A/AB (n=24 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Dietram Scheufele\",\"review_date\":\"2006-11-14 00:19:45 +0000 UTC\",\"review_id\":\"1e41ee7fc0536fb0cb7cd799\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:463657\",\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\",\"type\":\"review\"}],\"text\":\"One historical reviewer reported high difficulty and a heavy workload characterized by frequent quizzes.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Dietram Scheufele\",\"review_date\":\"2006-11-14 00:19:45 +0000 UTC\",\"review_id\":\"1e41ee7fc0536fb0cb7cd799\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:463657\",\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\",\"type\":\"review\"}],\"text\":\"Historical review of Dietram Scheufele describes dull lectures and frequent quizzes, rating the course as very difficult and low quality.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Dietram Scheufele\",\"review_date\":\"2006-11-14 00:19:45 +0000 UTC\",\"review_id\":\"1e41ee7fc0536fb0cb7cd799\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:463657\",\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\",\"type\":\"review\"}],\"text\":\"A single historical review describes the course experience under a previous instructor as extremely difficult and dull, citing excessive quizzing.\"},{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.65 GPA, 95.8% A/AB (n=24 letter grades); Fall 2025: 3.88 GPA, 92.0% A/AB (n=25 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=27 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Dietram Scheufele\",\"review_date\":\"2006-11-14 00:19:45 +0000 UTC\",\"review_id\":\"1e41ee7fc0536fb0cb7cd799\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:463657\",\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\",\"type\":\"review\"}],\"text\":\"A historical review expressed significant frustration with dull lectures and poor instruction quality.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"}],\"text\":\"DIETRAM SCHEUFELE is recorded teaching in Fall 2006, Fall 2007. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"KARYN RIDDLE is recorded teaching in Fall 2016, Fall 2019, Fall 2023. 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},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f09257ba2fb9802e8d4109a96777a72dcfc94a46954fbffbdb1cfe82d850943f","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior 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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f09257ba2fb9802e8d4109a96777a72dcfc94a46954fbffbdb1cfe82d850943f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"mass communication research methods\",\"communication process investigation\",\"effects of mass media\",\"JOURN 658 survey methods\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\"}],\"text\":\"Investigating mass communication processes and effects\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"title\",\"quote\":\"COMMUNICATION RESEARCH METHODS\"},{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"Survey of methods for investigating mass communication process and effects.\"}],\"text\":\"JOURN 658 is a survey of methods for investigating mass communication processes and their effects.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"mass communication process and effects\"}],\"text\":\"Mass communication process\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"mass communication process and effects\"}],\"text\":\"Effects of mass communication\"},{\"evidence\":[{\"course_id\":\"JOURN 658\",\"field\":\"description\",\"quote\":\"methods for investigating\"}],\"text\":\"Research methods\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f09257ba2fb9802e8d4109a96777a72dcfc94a46954fbffbdb1cfe82d850943f","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Lectures are described as dull and unengaging.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"Students report excessive quizzing.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This guy is the worst. Dull lectures and quiz after quiz. Worst prof I have had.\",\"course_id\":\"JOURN 658\",\"date\":\"2006-11-14 00:19:45 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"1e41ee7fc0536fb0cb7cd799\",\"instructor_id\":\"rmp:463657\",\"instructor_name\":\"Dietram Scheufele\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\"}],\"evidence_count\":1,\"review_ids\":[\"1e41ee7fc0536fb0cb7cd799\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:463657\",\"name\":\"Dietram Scheufele\"}],\"review_year_end\":\"2006\",\"review_year_start\":\"2006\"},\"sentiment\":\"negative\",\"summary\":\"The instructor is rated very poorly with a quality rating of 1.\"}]}","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_11c1b6f96b9aa3a758a94516","course_id":"JOURN 658","catalog_version_id":"c5e842b8a603463ad89862687331833892735b288dee186b9f1504ca7c73a68d","record_version_id":"a543494464cba1f9affb5a618b201bc9ce249e7496062c6f63053e26565fc483","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f09257ba2fb9802e8d4109a96777a72dcfc94a46954fbffbdb1cfe82d850943f","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"9d7e147118c8789fc041fe4d18ac2c69ab9ec1c35d90a1603459d4d5c9b4358a\",\"course_id\":\"JOURN 658\",\"current_instructors\":[{\"instructor_uid\":\"instructor_5882f7dfcfb6891e17bf8335\",\"message\":\"No course-specific reviews available\",\"name\":\"Karyn Riddle\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1056265\",\"summary\":[{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2016: 3.71 GPA, 83.3% A/AB (n=24 letter grades); Fall 2019: 3.81 GPA, 89.7% A/AB (n=29 letter grades); Fall 2023: 3.79 GPA, 91.7% A/AB (n=24 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Dietram Scheufele\",\"review_date\":\"2006-11-14 00:19:45 +0000 UTC\",\"review_id\":\"1e41ee7fc0536fb0cb7cd799\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:463657\",\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\",\"type\":\"review\"}],\"text\":\"One historical reviewer reported high difficulty and a heavy workload characterized by frequent quizzes.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Dietram Scheufele\",\"review_date\":\"2006-11-14 00:19:45 +0000 UTC\",\"review_id\":\"1e41ee7fc0536fb0cb7cd799\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:463657\",\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\",\"type\":\"review\"}],\"text\":\"Historical reviews of Dietram Scheufele: Karyn Riddle is the current instructor for JOURN 658. No reviews are available to assess her teaching strengths or concerns.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Dietram Scheufele\",\"review_date\":\"2006-11-14 00:19:45 +0000 UTC\",\"review_id\":\"1e41ee7fc0536fb0cb7cd799\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:463657\",\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\",\"type\":\"review\"}],\"text\":\"A single historical review describes the course experience under a previous instructor as extremely difficult and dull, citing excessive quizzing.\"},{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.65 GPA, 95.8% A/AB (n=24 letter grades); Fall 2025: 3.88 GPA, 92.0% A/AB (n=25 letter grades); Spring 2026: 3.81 GPA, 88.9% A/AB (n=27 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Dietram Scheufele\",\"review_date\":\"2006-11-14 00:19:45 +0000 UTC\",\"review_id\":\"1e41ee7fc0536fb0cb7cd799\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:463657\",\"source_review_id\":\"UmF0aW5nLTEyNDEwMDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/463657\",\"type\":\"review\"}],\"text\":\"A historical review expressed significant frustration with dull lectures and poor instruction quality.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"}],\"text\":\"DIETRAM SCHEUFELE is recorded teaching in Fall 2006, Fall 2007. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"JOURN 658\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"source_record\":{\"entity_id\":\"2ec6fbb6-4806-3349-9f19-c25be24830e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"KARYN RIDDLE is recorded teaching in Fall 2016, Fall 2019, Fall 2023. 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}]