[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ff9c9b1065233a328f2ee07332dd7df7439501d404cf9e0fe8c53649741006fa","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0_a\",\"n0_b\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Communications A\",\"id\":\"n0_a\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n0_b\",\"kind\":\"condition\"}],\"notes\":[\"Communications A is an unlinked course mention; identity is ambiguous and requires review.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Non-course conditions must preserve verbatim source text","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ff9c9b1065233a328f2ee07332dd7df7439501d404cf9e0fe8c53649741006fa","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"social media communication sciences\",\"scientific social media presence\",\"science communication tools\",\"peer-reviewed science marketing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"learn how to build a social media presence\"}],\"text\":\"Building a social media presence\"},{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Explore social media communication and tools specific to scientific fields\"}],\"text\":\"Social media communication and tools for scientific fields\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"title\",\"quote\":\"SOCIAL MEDIA FOR THE SCIENCES\"},{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Explore social media communication and tools specific to scientific fields, and learn how to build a social media presence.\"}],\"text\":\"LSC 432 teaches social media communication and tools specific to scientific fields, including how to build a social media presence.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Examine readings from peer-reviewed papers, marketing, business and communication journals.\"}],\"text\":\"Readings from peer-reviewed papers, marketing, business, and communication journals\"}]}","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ff9c9b1065233a328f2ee07332dd7df7439501d404cf9e0fe8c53649741006fa","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"7cbff6e48b556e4fcfb9c340d68818f72156adf2641fee869bca3e7c1c6d2c23","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n0_a\",\"n0_b\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Communications A\",\"course\":null,\"evidence\":\"Communications A\",\"id\":\"n0_a\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n0_b\",\"kind\":\"condition\"}],\"notes\":[\"Communications A is an unlinked course mention; identity is ambiguous and requires review.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"7cbff6e48b556e4fcfb9c340d68818f72156adf2641fee869bca3e7c1c6d2c23","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"social media communication sciences\",\"scientific social media presence\",\"science communication tools\",\"peer-reviewed science marketing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"learn how to build a social media presence\"}],\"text\":\"Building a social media presence\"},{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Explore social media communication and tools specific to scientific fields\"}],\"text\":\"Social media communication and tools for scientific fields\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"title\",\"quote\":\"SOCIAL MEDIA FOR THE SCIENCES\"},{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Explore social media communication and tools specific to scientific fields, and learn how to build a social media presence.\"}],\"text\":\"LSC 432 teaches social media communication and tools specific to scientific fields, including how to build a social media presence.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Examine readings from peer-reviewed papers, marketing, business and communication journals.\"}],\"text\":\"Readings from peer-reviewed papers, marketing, business, and communication journals\"}]}","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"7cbff6e48b556e4fcfb9c340d68818f72156adf2641fee869bca3e7c1c6d2c23","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof Patterson was the best! This class was super fun and interesting, especially if you're a Digital Studies certificate or interested in marketing, social media, or life sciences.\",\"course_id\":\"LSC 432\",\"date\":\"2024-12-05 17:11:48 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2e468758bfb295365a1d8e4b\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTE3MTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"},{\"comment\":\"He is AWESOME!!!!!!!!!!!!! I learned so much in an engaging way. I would recommend taking any class from him.\",\"course_id\":\"LSC 432\",\"date\":\"2025-11-20 16:14:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8af7aef1f9a894a2a40fa510\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxOTE0MDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"},{\"comment\":\"Professor Patterson is amazing! He is very caring, respectful, and really cares about his work and lectures. He is without a doubt one of the best professors Ive had, and I've taken courses at multiple universities and countries. His lectures are really interesting, clear, and straight to the point. I would 100% take a class with him again. \",\"course_id\":\"LSC 432\",\"date\":\"2026-04-23 00:47:59 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"0eef40bb66b118fdbc71cf7d\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyOTA2OTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"}],\"evidence_count\":3,\"review_ids\":[\"2e468758bfb295365a1d8e4b\",\"8af7aef1f9a894a2a40fa510\",\"0eef40bb66b118fdbc71cf7d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3004741\",\"name\":\"dexter patterson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Students consistently praise Professor Patterson for his clear, engaging, and interesting lectures.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Prof Patterson was the best! This class was super fun and interesting, especially if you're a Digital Studies certificate or interested in marketing, social media, or life sciences.\",\"course_id\":\"LSC 432\",\"date\":\"2024-12-05 17:11:48 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2e468758bfb295365a1d8e4b\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTE3MTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"},{\"comment\":\"He is AWESOME!!!!!!!!!!!!! I learned so much in an engaging way. I would recommend taking any class from him.\",\"course_id\":\"LSC 432\",\"date\":\"2025-11-20 16:14:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8af7aef1f9a894a2a40fa510\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxOTE0MDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"},{\"comment\":\"Professor Patterson is amazing! He is very caring, respectful, and really cares about his work and lectures. He is without a doubt one of the best professors Ive had, and I've taken courses at multiple universities and countries. His lectures are really interesting, clear, and straight to the point. I would 100% take a class with him again. \",\"course_id\":\"LSC 432\",\"date\":\"2026-04-23 00:47:59 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"0eef40bb66b118fdbc71cf7d\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyOTA2OTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"}],\"evidence_count\":3,\"review_ids\":[\"2e468758bfb295365a1d8e4b\",\"8af7aef1f9a894a2a40fa510\",\"0eef40bb66b118fdbc71cf7d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3004741\",\"name\":\"dexter patterson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"The course is described as super fun and interesting, with high quality ratings for Professor Patterson.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"She is a tough grader, but a good professor. Attendance is required you only get 4 skips.\",\"course_id\":\"LSC 432\",\"date\":\"2025-12-12 21:41:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0370ed6e4cc0ac9eeed16418\",\"instructor_id\":\"rmp:3143719\",\"instructor_name\":\"brianna van matre\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMjE1NDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3143719\"}],\"evidence_count\":1,\"review_ids\":[\"0370ed6e4cc0ac9eeed16418\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3143719\",\"name\":\"brianna van matre\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"mixed\",\"summary\":\"While Professor Patterson is highly rated, Professor Van Matre is noted as a tough grader with strict attendance policies.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e573900706cc31c3ee5f2ac0d7d6dad6f15b1a7a56daca1ecf68abeb93a7f93c","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n0_a\",\"n0_b\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Communications A\",\"course\":null,\"evidence\":\"Communications A\",\"id\":\"n0_a\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n0_b\",\"kind\":\"condition\"}],\"notes\":[\"Communications A is an unlinked course mention; identity is ambiguous and requires review.\"],\"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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e573900706cc31c3ee5f2ac0d7d6dad6f15b1a7a56daca1ecf68abeb93a7f93c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"social media communication sciences\",\"scientific social media presence\",\"science communication tools\",\"peer-reviewed science marketing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"learn how to build a social media presence\"}],\"text\":\"Building a social media presence\"},{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Explore social media communication and tools specific to scientific fields\"}],\"text\":\"Social media communication and tools for scientific fields\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"title\",\"quote\":\"SOCIAL MEDIA FOR THE SCIENCES\"},{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Explore social media communication and tools specific to scientific fields, and learn how to build a social media presence.\"}],\"text\":\"LSC 432 teaches social media communication and tools specific to scientific fields, including how to build a social media presence.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Examine readings from peer-reviewed papers, marketing, business and communication journals.\"}],\"text\":\"Readings from peer-reviewed papers, marketing, business, and communication journals\"}]}","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-789789da373eecc1ff75f626","output_id":"e573900706cc31c3ee5f2ac0d7d6dad6f15b1a7a56daca1ecf68abeb93a7f93c","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d670ff098953348856b014d64d1f8e82a087c16de9db312cc3173d773e5a3392","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n0_a\",\"n0_b\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Communications A\",\"course\":null,\"evidence\":\"Communications A\",\"id\":\"n0_a\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n0_b\",\"kind\":\"condition\"}],\"notes\":[\"Communications A is an unlinked course mention; identity is ambiguous and requires review.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d670ff098953348856b014d64d1f8e82a087c16de9db312cc3173d773e5a3392","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"social media communication sciences\",\"scientific social media presence\",\"science communication tools\",\"peer-reviewed science marketing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"learn how to build a social media presence\"}],\"text\":\"Building a social media presence\"},{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Explore social media communication and tools specific to scientific fields\"}],\"text\":\"Social media communication and tools for scientific fields\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"title\",\"quote\":\"SOCIAL MEDIA FOR THE SCIENCES\"},{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Explore social media communication and tools specific to scientific fields, and learn how to build a social media presence.\"}],\"text\":\"LSC 432 teaches social media communication and tools specific to scientific fields, including how to build a social media presence.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Examine readings from peer-reviewed papers, marketing, business and communication journals.\"}],\"text\":\"Readings from peer-reviewed papers, marketing, business, and communication journals\"}]}","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d670ff098953348856b014d64d1f8e82a087c16de9db312cc3173d773e5a3392","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof Patterson was the best! This class was super fun and interesting, especially if you're a Digital Studies certificate or interested in marketing, social media, or life sciences.\",\"course_id\":\"LSC 432\",\"date\":\"2024-12-05 17:11:48 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2e468758bfb295365a1d8e4b\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTE3MTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"},{\"comment\":\"He is AWESOME!!!!!!!!!!!!! I learned so much in an engaging way. I would recommend taking any class from him.\",\"course_id\":\"LSC 432\",\"date\":\"2025-11-20 16:14:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8af7aef1f9a894a2a40fa510\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxOTE0MDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"},{\"comment\":\"Professor Patterson is amazing! He is very caring, respectful, and really cares about his work and lectures. He is without a doubt one of the best professors Ive had, and I've taken courses at multiple universities and countries. His lectures are really interesting, clear, and straight to the point. I would 100% take a class with him again. \",\"course_id\":\"LSC 432\",\"date\":\"2026-04-23 00:47:59 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"0eef40bb66b118fdbc71cf7d\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyOTA2OTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"}],\"evidence_count\":3,\"review_ids\":[\"2e468758bfb295365a1d8e4b\",\"8af7aef1f9a894a2a40fa510\",\"0eef40bb66b118fdbc71cf7d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3004741\",\"name\":\"dexter patterson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Students consistently praise Professor Patterson for his clear, engaging, and interesting lectures.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Prof Patterson was the best! This class was super fun and interesting, especially if you're a Digital Studies certificate or interested in marketing, social media, or life sciences.\",\"course_id\":\"LSC 432\",\"date\":\"2024-12-05 17:11:48 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2e468758bfb295365a1d8e4b\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTE3MTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"},{\"comment\":\"He is AWESOME!!!!!!!!!!!!! I learned so much in an engaging way. I would recommend taking any class from him.\",\"course_id\":\"LSC 432\",\"date\":\"2025-11-20 16:14:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8af7aef1f9a894a2a40fa510\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxOTE0MDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"},{\"comment\":\"Professor Patterson is amazing! He is very caring, respectful, and really cares about his work and lectures. He is without a doubt one of the best professors Ive had, and I've taken courses at multiple universities and countries. His lectures are really interesting, clear, and straight to the point. I would 100% take a class with him again. \",\"course_id\":\"LSC 432\",\"date\":\"2026-04-23 00:47:59 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"0eef40bb66b118fdbc71cf7d\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyOTA2OTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"}],\"evidence_count\":3,\"review_ids\":[\"2e468758bfb295365a1d8e4b\",\"8af7aef1f9a894a2a40fa510\",\"0eef40bb66b118fdbc71cf7d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3004741\",\"name\":\"dexter patterson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"The course is described as super fun and interesting, with high quality ratings for Professor Patterson.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"She is a tough grader, but a good professor. Attendance is required you only get 4 skips.\",\"course_id\":\"LSC 432\",\"date\":\"2025-12-12 21:41:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0370ed6e4cc0ac9eeed16418\",\"instructor_id\":\"rmp:3143719\",\"instructor_name\":\"brianna van matre\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMjE1NDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3143719\"}],\"evidence_count\":1,\"review_ids\":[\"0370ed6e4cc0ac9eeed16418\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3143719\",\"name\":\"brianna van matre\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"mixed\",\"summary\":\"While Professor Patterson is highly rated, Professor Van Matre is noted as a tough grader with strict attendance policies.\"}]}","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"d670ff098953348856b014d64d1f8e82a087c16de9db312cc3173d773e5a3392","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"578546776abe81d08aa6f5c3aa9f18e420f384c2c64fd2794a1e4c69b18c05b2\",\"course_id\":\"LSC 432\",\"current_instructors\":[{\"instructor_uid\":\"instructor_281538a05f8bdee680183dd3\",\"message\":\"Summary generation failed\",\"name\":\"Brianna Van Matre\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:3143719\",\"summary\":[{\"citations\":[{\"course_id\":\"LSC 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"source_record\":{\"entity_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.51 GPA, 79.8% A/AB (n=89 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_e374f688729daf71c1a85082\",\"message\":\"No course-specific reviews available\",\"name\":\"Manzur Maswood\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_281538a05f8bdee680183dd3\",\"mode\":\"professor\"},{\"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\":\"LSC 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LSC 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LSC 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.75 GPA, 89.2% A/AB (n=93 letter grades); Fall 2024: 3.95 GPA, 97.5% A/AB (n=81 letter grades); Fall 2025: 3.51 GPA, 79.8% A/AB (n=89 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LSC 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"source_record\":{\"entity_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"BRIANNA VAN MATRE is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LSC 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"source_record\":{\"entity_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"DEXTER PATTERSON is recorded teaching in Fall 2024. 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\": \"professor\", \"instructor_uid\": \"instructor_281538a05f8bdee680183dd3\", \"error\": \"ModelAPIError: Connection 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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e72eec673523e087629efbf51a7c4c8e5e40c2b79ac119e822ad530d0f5deada","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n0_a\",\"n0_b\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Communications A or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":\"Communications A\",\"course\":null,\"evidence\":\"Communications A\",\"id\":\"n0_a\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n0_b\",\"kind\":\"condition\"}],\"notes\":[\"Communications A is an unlinked course mention; identity is ambiguous and requires review.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e72eec673523e087629efbf51a7c4c8e5e40c2b79ac119e822ad530d0f5deada","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"social media communication sciences\",\"scientific social media presence\",\"science communication tools\",\"peer-reviewed science marketing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"learn how to build a social media presence\"}],\"text\":\"Building a social media presence\"},{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Explore social media communication and tools specific to scientific fields\"}],\"text\":\"Social media communication and tools for scientific fields\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"title\",\"quote\":\"SOCIAL MEDIA FOR THE SCIENCES\"},{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Explore social media communication and tools specific to scientific fields, and learn how to build a social media presence.\"}],\"text\":\"LSC 432 teaches social media communication and tools specific to scientific fields, including how to build a social media presence.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LSC 432\",\"field\":\"description\",\"quote\":\"Examine readings from peer-reviewed papers, marketing, business and communication journals.\"}],\"text\":\"Readings from peer-reviewed papers, marketing, business, and communication journals\"}]}","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e72eec673523e087629efbf51a7c4c8e5e40c2b79ac119e822ad530d0f5deada","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof Patterson was the best! This class was super fun and interesting, especially if you're a Digital Studies certificate or interested in marketing, social media, or life sciences.\",\"course_id\":\"LSC 432\",\"date\":\"2024-12-05 17:11:48 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2e468758bfb295365a1d8e4b\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTE3MTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"},{\"comment\":\"He is AWESOME!!!!!!!!!!!!! I learned so much in an engaging way. I would recommend taking any class from him.\",\"course_id\":\"LSC 432\",\"date\":\"2025-11-20 16:14:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8af7aef1f9a894a2a40fa510\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxOTE0MDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"},{\"comment\":\"Professor Patterson is amazing! He is very caring, respectful, and really cares about his work and lectures. He is without a doubt one of the best professors Ive had, and I've taken courses at multiple universities and countries. His lectures are really interesting, clear, and straight to the point. I would 100% take a class with him again. \",\"course_id\":\"LSC 432\",\"date\":\"2026-04-23 00:47:59 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"0eef40bb66b118fdbc71cf7d\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyOTA2OTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"}],\"evidence_count\":3,\"review_ids\":[\"2e468758bfb295365a1d8e4b\",\"8af7aef1f9a894a2a40fa510\",\"0eef40bb66b118fdbc71cf7d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3004741\",\"name\":\"dexter patterson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"Students consistently praise Professor Patterson for his clear, engaging, and interesting lectures.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Prof Patterson was the best! This class was super fun and interesting, especially if you're a Digital Studies certificate or interested in marketing, social media, or life sciences.\",\"course_id\":\"LSC 432\",\"date\":\"2024-12-05 17:11:48 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2e468758bfb295365a1d8e4b\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMTE3MTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"},{\"comment\":\"He is AWESOME!!!!!!!!!!!!! I learned so much in an engaging way. I would recommend taking any class from him.\",\"course_id\":\"LSC 432\",\"date\":\"2025-11-20 16:14:16 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8af7aef1f9a894a2a40fa510\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxOTE0MDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"},{\"comment\":\"Professor Patterson is amazing! He is very caring, respectful, and really cares about his work and lectures. He is without a doubt one of the best professors Ive had, and I've taken courses at multiple universities and countries. His lectures are really interesting, clear, and straight to the point. I would 100% take a class with him again. \",\"course_id\":\"LSC 432\",\"date\":\"2026-04-23 00:47:59 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"0eef40bb66b118fdbc71cf7d\",\"instructor_id\":\"rmp:3004741\",\"instructor_name\":\"dexter patterson\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyOTA2OTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\"}],\"evidence_count\":3,\"review_ids\":[\"2e468758bfb295365a1d8e4b\",\"8af7aef1f9a894a2a40fa510\",\"0eef40bb66b118fdbc71cf7d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3004741\",\"name\":\"dexter patterson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2024\"},\"sentiment\":\"positive\",\"summary\":\"The course is described as super fun and interesting, with high quality ratings for Professor Patterson.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"She is a tough grader, but a good professor. Attendance is required you only get 4 skips.\",\"course_id\":\"LSC 432\",\"date\":\"2025-12-12 21:41:31 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0370ed6e4cc0ac9eeed16418\",\"instructor_id\":\"rmp:3143719\",\"instructor_name\":\"brianna van matre\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMjE1NDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3143719\"}],\"evidence_count\":1,\"review_ids\":[\"0370ed6e4cc0ac9eeed16418\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3143719\",\"name\":\"brianna van matre\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"mixed\",\"summary\":\"While Professor Patterson is highly rated, Professor Van Matre is noted as a tough grader with strict attendance policies.\"}]}","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_713c792701f409fe129a1720","course_id":"LSC 432","catalog_version_id":"fee4fecb5fc7b6535bd59d000b821612437457cfa6db101d9ed303a15e945478","record_version_id":"1adaabee77181daca893d5022b81d56634b2660dfb6c607ab9a045b910f276c5","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e72eec673523e087629efbf51a7c4c8e5e40c2b79ac119e822ad530d0f5deada","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"578546776abe81d08aa6f5c3aa9f18e420f384c2c64fd2794a1e4c69b18c05b2\",\"course_id\":\"LSC 432\",\"current_instructors\":[{\"instructor_uid\":\"instructor_281538a05f8bdee680183dd3\",\"message\":null,\"name\":\"Brianna Van Matre\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:3143719\",\"summary\":[{\"citations\":[{\"instructor_name\":\"brianna van matre\",\"review_date\":\"2025-12-12 21:41:31 +0000 UTC\",\"review_id\":\"0370ed6e4cc0ac9eeed16418\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3143719\",\"source_review_id\":\"UmF0aW5nLTQyMjE1NDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3143719\",\"type\":\"review\"}],\"text\":\"Brianna Van Matre is described as a good professor who is also a tough grader. She enforces a strict attendance policy where students are allowed only four skips.\"},{\"citations\":[{\"course_id\":\"LSC 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"source_record\":{\"entity_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.51 GPA, 79.8% A/AB (n=89 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_e374f688729daf71c1a85082\",\"message\":\"No course-specific reviews available\",\"name\":\"Manzur Maswood\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"brianna van matre\",\"review_date\":\"2025-12-12 21:41:31 +0000 UTC\",\"review_id\":\"0370ed6e4cc0ac9eeed16418\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3143719\",\"source_review_id\":\"UmF0aW5nLTQyMjE1NDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3143719\",\"type\":\"review\"}],\"text\":\"The course has moderate difficulty, but grading is tough and attendance is strictly enforced with only four skips allowed.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"dexter patterson\",\"review_date\":\"2024-12-05 17:11:48 +0000 UTC\",\"review_id\":\"2e468758bfb295365a1d8e4b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3004741\",\"source_review_id\":\"UmF0aW5nLTQwMTE3MTcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\",\"type\":\"review\"},{\"instructor_name\":\"dexter patterson\",\"review_date\":\"2025-11-20 16:14:16 +0000 UTC\",\"review_id\":\"8af7aef1f9a894a2a40fa510\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3004741\",\"source_review_id\":\"UmF0aW5nLTQxOTE0MDI4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\",\"type\":\"review\"},{\"instructor_name\":\"dexter patterson\",\"review_date\":\"2026-04-23 00:47:59 +0000 UTC\",\"review_id\":\"0eef40bb66b118fdbc71cf7d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3004741\",\"source_review_id\":\"UmF0aW5nLTQyOTA2OTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3004741\",\"type\":\"review\"}],\"text\":\"Historical reviews of dexter patterson: Dexter Patterson is consistently praised as an engaging and caring instructor who delivers clear, interesting lectures. Reviewers highlight his respect for students and recommend his classes, particularly for those in Digital Studies, marketing, or life sciences.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"brianna van matre\",\"review_date\":\"2025-12-12 21:41:31 +0000 UTC\",\"review_id\":\"0370ed6e4cc0ac9eeed16418\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3143719\",\"source_review_id\":\"UmF0aW5nLTQyMjE1NDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3143719\",\"type\":\"review\"}],\"text\":\"Brianna Van Matre is a good professor who requires attendance, though she is a tough grader.\"},{\"citations\":[{\"course_id\":\"LSC 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LSC 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LSC 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.75 GPA, 89.2% A/AB (n=93 letter grades); Fall 2024: 3.95 GPA, 97.5% A/AB (n=81 letter grades); Fall 2025: 3.51 GPA, 79.8% A/AB (n=89 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"brianna van matre\",\"review_date\":\"2025-12-12 21:41:31 +0000 UTC\",\"review_id\":\"0370ed6e4cc0ac9eeed16418\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3143719\",\"source_review_id\":\"UmF0aW5nLTQyMjE1NDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3143719\",\"type\":\"review\"}],\"text\":\"Students find the professor good but must manage the strict attendance policy and challenging grading standards.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LSC 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"source_record\":{\"entity_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"BRIANNA VAN MATRE is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LSC 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"source_record\":{\"entity_id\":\"ae4edfce-f548-3820-953f-8e81c769ebbb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"DEXTER PATTERSON is recorded teaching in Fall 2024. 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}]