[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"5e460614b7cf53e7ec337b141302a6338387fdfb979917921a5c2a5ce3859202","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f5d448c8e1d9fb882502784d75cae29f8796e20c544564ce490f6f2e5772163a","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"course\":null,\"evidence\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"id\":\"req1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req1\",\"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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"5e460614b7cf53e7ec337b141302a6338387fdfb979917921a5c2a5ce3859202","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f5d448c8e1d9fb882502784d75cae29f8796e20c544564ce490f6f2e5772163a","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"requirements_text\",\"quote\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Declared in Communication Sciences and Disorders MS or PhD\"}],\"search_phrases\":[\"speech science seminar\",\"physiological phonetics\",\"acoustic phonetics\",\"speech perception\",\"communication sciences disorders graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"Various aspects of physiological and acoustic phonetics and of speech perception.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Physiological and acoustic phonetics, speech perception\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"title\",\"quote\":\"SEMINAR-SPEECH SCIENCE\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"Focus varies with staff. Various aspects of physiological and acoustic phonetics and of speech perception.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Seminar in Speech Science covering various aspects of physiological and acoustic phonetics and speech perception; focus varies with staff.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"Various aspects of physiological and acoustic phonetics and of speech perception.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Physiological phonetics, acoustic phonetics, speech perception\"}]}","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"5e460614b7cf53e7ec337b141302a6338387fdfb979917921a5c2a5ce3859202","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f5d448c8e1d9fb882502784d75cae29f8796e20c544564ce490f6f2e5772163a","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"5e460614b7cf53e7ec337b141302a6338387fdfb979917921a5c2a5ce3859202","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"f5d448c8e1d9fb882502784d75cae29f8796e20c544564ce490f6f2e5772163a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"c626f6187b52386e8cb2812f8c322746e4e709d16a7c0b0bc7e2ffab42134a57\",\"course_id\":\"CS&D 900\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CS&D 900\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"3ae6d8fd-4084-398a-943a-a06e4a73b9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CS&D 900\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"3ae6d8fd-4084-398a-943a-a06e4a73b9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CS&D 900\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"3ae6d8fd-4084-398a-943a-a06e4a73b9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 4.00 GPA, 100.0% A/AB (n=19 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=19 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"c6b0608531e7943f5be61c366f213acc95c43e663783b54c5f2190bc782820b2","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":900,\"minimum_grade\":null,\"subjects\":[\"CS&D\"],\"timing\":\"unspecified\"},\"evidence\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Communication Sciences and Disorders MS or PhD' program status is unlinked and requires review for canonical identity.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Only course nodes may carry course references","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"c6b0608531e7943f5be61c366f213acc95c43e663783b54c5f2190bc782820b2","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"speech science seminar\",\"physiological phonetics\",\"acoustic phonetics\",\"speech perception\",\"Communication Sciences and Disorders graduate\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"Focus varies with staff. Various aspects of physiological and acoustic phonetics and of speech perception.\"}],\"text\":\"A variable-focus seminar exploring physiological and acoustic phonetics and speech perception.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"physiological and acoustic phonetics\"}],\"text\":\"Physiological and acoustic phonetics\"},{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"speech perception\"}],\"text\":\"Speech perception\"}]}","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"c6b0608531e7943f5be61c366f213acc95c43e663783b54c5f2190bc782820b2","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"c221a1a72fe1a92ef68c0fb2566e84a9d5165602a722a5567ab3c54e8a9f7d5e","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"course\":null,\"evidence\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Communication Sciences and Disorders MS or PhD' program status is unlinked and requires review for canonical identity.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"c221a1a72fe1a92ef68c0fb2566e84a9d5165602a722a5567ab3c54e8a9f7d5e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"speech science seminar\",\"physiological phonetics\",\"acoustic phonetics\",\"speech perception\",\"Communication Sciences and Disorders graduate\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"Focus varies with staff. Various aspects of physiological and acoustic phonetics and of speech perception.\"}],\"text\":\"A variable-focus seminar exploring physiological and acoustic phonetics and speech perception.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"physiological and acoustic phonetics\"}],\"text\":\"Physiological and acoustic phonetics\"},{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"speech perception\"}],\"text\":\"Speech perception\"}]}","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"c221a1a72fe1a92ef68c0fb2566e84a9d5165602a722a5567ab3c54e8a9f7d5e","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"5e460614b7cf53e7ec337b141302a6338387fdfb979917921a5c2a5ce3859202","job_id":"enrich-6556a505c10f448d98d02466","output_id":"a13a059ddf738ba3a263a2bab4eda277e02c79b6f2cd8955db6b3cb07efb4a39","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"course\":null,\"evidence\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"id\":\"req1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"req1\",\"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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"5e460614b7cf53e7ec337b141302a6338387fdfb979917921a5c2a5ce3859202","job_id":"enrich-6556a505c10f448d98d02466","output_id":"a13a059ddf738ba3a263a2bab4eda277e02c79b6f2cd8955db6b3cb07efb4a39","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"requirements_text\",\"quote\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Declared in Communication Sciences and Disorders MS or PhD\"}],\"search_phrases\":[\"speech science seminar\",\"physiological phonetics\",\"acoustic phonetics\",\"speech perception\",\"communication sciences disorders graduate course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"Various aspects of physiological and acoustic phonetics and of speech perception.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Physiological and acoustic phonetics, speech perception\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"title\",\"quote\":\"SEMINAR-SPEECH SCIENCE\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"},{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"Focus varies with staff. Various aspects of physiological and acoustic phonetics and of speech perception.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Seminar in Speech Science covering various aspects of physiological and acoustic phonetics and speech perception; focus varies with staff.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"Various aspects of physiological and acoustic phonetics and of speech perception.\",\"source_url\":\"https://guide.wisc.edu/courses/cs_d/\"}],\"text\":\"Physiological phonetics, acoustic phonetics, speech perception\"}]}","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"5e460614b7cf53e7ec337b141302a6338387fdfb979917921a5c2a5ce3859202","job_id":"enrich-6556a505c10f448d98d02466","output_id":"a13a059ddf738ba3a263a2bab4eda277e02c79b6f2cd8955db6b3cb07efb4a39","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-789789da373eecc1ff75f626","output_id":"48d6f8b0ff30261c99efea5a9c52bf8c59e078535e7dd0158df304587a3b2d7c","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"course\":null,\"evidence\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Communication Sciences and Disorders MS or PhD' program status is unlinked and requires review for canonical identity.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-789789da373eecc1ff75f626","output_id":"48d6f8b0ff30261c99efea5a9c52bf8c59e078535e7dd0158df304587a3b2d7c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"speech science seminar\",\"physiological phonetics\",\"acoustic phonetics\",\"speech perception\",\"Communication Sciences and Disorders graduate\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"Focus varies with staff. Various aspects of physiological and acoustic phonetics and of speech perception.\"}],\"text\":\"A variable-focus seminar exploring physiological and acoustic phonetics and speech perception.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"physiological and acoustic phonetics\"}],\"text\":\"Physiological and acoustic phonetics\"},{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"speech perception\"}],\"text\":\"Speech perception\"}]}","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-789789da373eecc1ff75f626","output_id":"48d6f8b0ff30261c99efea5a9c52bf8c59e078535e7dd0158df304587a3b2d7c","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7ec9ec3a9aeb9f1bb03fc427368339ea5005437385d0a30db214de8fc073487a","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"course\":null,\"evidence\":\"Declared in Communication Sciences and Disorders MS or PhD\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference to 'Communication Sciences and Disorders MS or PhD' program status is unlinked and requires review for canonical identity.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7ec9ec3a9aeb9f1bb03fc427368339ea5005437385d0a30db214de8fc073487a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"speech science seminar\",\"physiological phonetics\",\"acoustic phonetics\",\"speech perception\",\"Communication Sciences and Disorders graduate\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"Focus varies with staff. Various aspects of physiological and acoustic phonetics and of speech perception.\"}],\"text\":\"A variable-focus seminar exploring physiological and acoustic phonetics and speech perception.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"physiological and acoustic phonetics\"}],\"text\":\"Physiological and acoustic phonetics\"},{\"evidence\":[{\"course_id\":\"CS&D 900\",\"field\":\"description\",\"quote\":\"speech perception\"}],\"text\":\"Speech perception\"}]}","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7ec9ec3a9aeb9f1bb03fc427368339ea5005437385d0a30db214de8fc073487a","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_aae2c49591c0ffe8b7ce4a6d","course_id":"CS&D 900","catalog_version_id":"83e79f64c4f2844681cb19c7c239fa80f75289e79c17cb5ba2d996f1276fe1a1","record_version_id":"40c9590048c86cd19b524dfb828c27eca5dc00b096b4db4bc6db262375ece830","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7ec9ec3a9aeb9f1bb03fc427368339ea5005437385d0a30db214de8fc073487a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"19b049296b43731a86a751d343402d9fe7004b56d1ff1cf4e5b9c824c7d95459\",\"course_id\":\"CS&D 900\",\"current_instructors\":[{\"instructor_uid\":\"instructor_2b72a9a491ca5266e745bb0b\",\"message\":\"No course-specific reviews available\",\"name\":\"Rebecca Alper\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"CS&D 900\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ae6d8fd-4084-398a-943a-a06e4a73b9bf\",\"source_record\":{\"entity_id\":\"3ae6d8fd-4084-398a-943a-a06e4a73b9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 4.00 GPA, 100.0% A/AB (n=9 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CS&D 900\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3ae6d8fd-4084-398a-943a-a06e4a73b9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CS&D 900\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3ae6d8fd-4084-398a-943a-a06e4a73b9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CS&D 900\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3ae6d8fd-4084-398a-943a-a06e4a73b9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 4.00 GPA, 100.0% A/AB (n=19 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=19 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CS&D 900\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3ae6d8fd-4084-398a-943a-a06e4a73b9bf\",\"source_record\":{\"entity_id\":\"3ae6d8fd-4084-398a-943a-a06e4a73b9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"REBECCA ALPER is recorded teaching in Spring 2026. 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}]