[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_a926823fb287cc254b664404","course_id":"EDPSYCH 615","catalog_version_id":"9b86b8f62427794a7d5069463bdd9dae182eb6c184fb10b47c9b7bbf8d9a101c","record_version_id":"5b3fdf1406fcafc0bc8ea93036e394a1b9ea2b84c6d3ce88069cda8b61388fd0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"6f69364d74c3777c67415389a10dfa471cfce4493924dc59253587b5093d0929","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_a926823fb287cc254b664404","course_id":"EDPSYCH 615","catalog_version_id":"9b86b8f62427794a7d5069463bdd9dae182eb6c184fb10b47c9b7bbf8d9a101c","record_version_id":"5b3fdf1406fcafc0bc8ea93036e394a1b9ea2b84c6d3ce88069cda8b61388fd0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"6f69364d74c3777c67415389a10dfa471cfce4493924dc59253587b5093d0929","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"learning analytics communication\",\"data visualization stakeholders\",\"educational data interpretation\",\"stakeholder reporting strategies\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"Practice with stakeholder reports and presentations allows engagement in meaningful and effective communication strategies\"}],\"text\":\"Stakeholder reporting and presentation skills\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"Presentation modes include verbal conversations and visual representations\"}],\"text\":\"Verbal and visual data presentation\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"How can we make this data meaningful for a client?\"}],\"text\":\"Data interpretation and meaning-making\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"title\",\"quote\":\"CONVERSATIONS AND VISUALIZATIONS\"},{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"Introduction to communication methods using learning analytics data\"}],\"text\":\"EDPSYCH 615 teaches communication methods for learning analytics data through conversations and visualizations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"learning analytics data\"}],\"text\":\"Learning analytics\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"What data is consumable?\"}],\"text\":\"Data consumability\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"verbal conversations and visual representations\"}],\"text\":\"Communication modes\"}]}","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_a926823fb287cc254b664404","course_id":"EDPSYCH 615","catalog_version_id":"9b86b8f62427794a7d5069463bdd9dae182eb6c184fb10b47c9b7bbf8d9a101c","record_version_id":"5b3fdf1406fcafc0bc8ea93036e394a1b9ea2b84c6d3ce88069cda8b61388fd0","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"6f69364d74c3777c67415389a10dfa471cfce4493924dc59253587b5093d0929","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_a926823fb287cc254b664404","course_id":"EDPSYCH 615","catalog_version_id":"9b86b8f62427794a7d5069463bdd9dae182eb6c184fb10b47c9b7bbf8d9a101c","record_version_id":"5b3fdf1406fcafc0bc8ea93036e394a1b9ea2b84c6d3ce88069cda8b61388fd0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"30cbdaf6afe63afcd83ae82126c76819bd77e6edf55a6dfd0fb4c04a13075b80","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a926823fb287cc254b664404","course_id":"EDPSYCH 615","catalog_version_id":"9b86b8f62427794a7d5069463bdd9dae182eb6c184fb10b47c9b7bbf8d9a101c","record_version_id":"5b3fdf1406fcafc0bc8ea93036e394a1b9ea2b84c6d3ce88069cda8b61388fd0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"30cbdaf6afe63afcd83ae82126c76819bd77e6edf55a6dfd0fb4c04a13075b80","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"learning analytics communication\",\"data visualization stakeholders\",\"educational data interpretation\",\"stakeholder reporting strategies\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"Practice with stakeholder reports and presentations allows engagement in meaningful and effective communication strategies\"}],\"text\":\"Stakeholder reporting and presentation skills\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"Presentation modes include verbal conversations and visual representations\"}],\"text\":\"Verbal and visual data presentation\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"How can we make this data meaningful for a client?\"}],\"text\":\"Data interpretation and meaning-making\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"title\",\"quote\":\"CONVERSATIONS AND VISUALIZATIONS\"},{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"Introduction to communication methods using learning analytics data\"}],\"text\":\"EDPSYCH 615 teaches communication methods for learning analytics data through conversations and visualizations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"learning analytics data\"}],\"text\":\"Learning analytics\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"What data is consumable?\"}],\"text\":\"Data consumability\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"verbal conversations and visual representations\"}],\"text\":\"Communication modes\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a926823fb287cc254b664404","course_id":"EDPSYCH 615","catalog_version_id":"9b86b8f62427794a7d5069463bdd9dae182eb6c184fb10b47c9b7bbf8d9a101c","record_version_id":"5b3fdf1406fcafc0bc8ea93036e394a1b9ea2b84c6d3ce88069cda8b61388fd0","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"30cbdaf6afe63afcd83ae82126c76819bd77e6edf55a6dfd0fb4c04a13075b80","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a926823fb287cc254b664404","course_id":"EDPSYCH 615","catalog_version_id":"9b86b8f62427794a7d5069463bdd9dae182eb6c184fb10b47c9b7bbf8d9a101c","record_version_id":"5b3fdf1406fcafc0bc8ea93036e394a1b9ea2b84c6d3ce88069cda8b61388fd0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4b29e1e41145a11bbfff91ef22f70484a301274a32d5e6675098aa1eb1da7421","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a926823fb287cc254b664404","course_id":"EDPSYCH 615","catalog_version_id":"9b86b8f62427794a7d5069463bdd9dae182eb6c184fb10b47c9b7bbf8d9a101c","record_version_id":"5b3fdf1406fcafc0bc8ea93036e394a1b9ea2b84c6d3ce88069cda8b61388fd0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4b29e1e41145a11bbfff91ef22f70484a301274a32d5e6675098aa1eb1da7421","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"learning analytics communication\",\"data visualization stakeholders\",\"educational data interpretation\",\"stakeholder reporting strategies\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"Practice with stakeholder reports and presentations allows engagement in meaningful and effective communication strategies\"}],\"text\":\"Stakeholder reporting and presentation skills\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"Presentation modes include verbal conversations and visual representations\"}],\"text\":\"Verbal and visual data presentation\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"How can we make this data meaningful for a client?\"}],\"text\":\"Data interpretation and meaning-making\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"title\",\"quote\":\"CONVERSATIONS AND VISUALIZATIONS\"},{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"Introduction to communication methods using learning analytics data\"}],\"text\":\"EDPSYCH 615 teaches communication methods for learning analytics data through conversations and visualizations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"learning analytics data\"}],\"text\":\"Learning analytics\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"What data is consumable?\"}],\"text\":\"Data consumability\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 615\",\"field\":\"description\",\"quote\":\"verbal conversations and visual representations\"}],\"text\":\"Communication modes\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a926823fb287cc254b664404","course_id":"EDPSYCH 615","catalog_version_id":"9b86b8f62427794a7d5069463bdd9dae182eb6c184fb10b47c9b7bbf8d9a101c","record_version_id":"5b3fdf1406fcafc0bc8ea93036e394a1b9ea2b84c6d3ce88069cda8b61388fd0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4b29e1e41145a11bbfff91ef22f70484a301274a32d5e6675098aa1eb1da7421","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a926823fb287cc254b664404","course_id":"EDPSYCH 615","catalog_version_id":"9b86b8f62427794a7d5069463bdd9dae182eb6c184fb10b47c9b7bbf8d9a101c","record_version_id":"5b3fdf1406fcafc0bc8ea93036e394a1b9ea2b84c6d3ce88069cda8b61388fd0","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4b29e1e41145a11bbfff91ef22f70484a301274a32d5e6675098aa1eb1da7421","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"41f6b452e77de73ba5d3ed04cc583e490d807dc5206f10516231ab580709865f\",\"course_id\":\"EDPSYCH 615\",\"current_instructors\":[{\"instructor_uid\":\"instructor_613b809b41d8ac0f9434593f\",\"message\":\"No course-specific reviews available\",\"name\":\"Maria Widmer\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EDPSYCH 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"source_record\":{\"entity_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"source_record\":{\"entity_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"source_record\":{\"entity_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.95 GPA, 100.0% A/AB (n=11 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=10 letter grades); Fall 2025: 3.75 GPA, 80.0% A/AB (n=10 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EDPSYCH 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.95 GPA, 100.0% A/AB (n=11 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=10 letter grades); Fall 2025: 3.75 GPA, 80.0% A/AB (n=10 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EDPSYCH 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"source_record\":{\"entity_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"source_record\":{\"entity_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"source_record\":{\"entity_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 615\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"source_record\":{\"entity_id\":\"268829b4-332f-3bd9-825a-d0bc8a6864b1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MARIA WIDMER is recorded teaching in Fall 2022, Fall 2023, Fall 2024, Fall 2025. 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":true}]