[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f37882c6fd3a32d3ced76a94b62278d4ef26e42b1ddcbc6f551046d65890abca","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"JOURN 345or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":345,\"minimum_grade\":null,\"subjects\":[\"JOURN\"],\"timing\":\"prior\"},\"evidence\":\"JOURN 345\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"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_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f37882c6fd3a32d3ced76a94b62278d4ef26e42b1ddcbc6f551046d65890abca","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"JOURN 345\",\"field\":\"description\",\"quote\":\"Introduction to strategic communication for students interested in advertising, public relations, health communications, and political campaigns.\"}],\"text\":\"Foundational knowledge in strategic communication principles and practice.\"}],\"search_phrases\":[\"media planning course\",\"advertising strategy JOURN\",\"public relations planning\",\"strategic communication degree\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"Introduction to media planning\"}],\"text\":\"Media planning fundamentals.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 447\",\"field\":\"title\",\"quote\":\"STRATEGIC MEDIA PLANNING\"},{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"Introduction to media planning for students interested in careers in advertising, public relations, or other forms of strategic communication.\"}],\"text\":\"JOURN 447 introduces strategic media planning for careers in advertising, public relations, and strategic communication.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"media planning\"},{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"advertising, public relations, or other forms of strategic communication\"}],\"text\":\"Media planning within advertising, public relations, and strategic communication contexts.\"}]}","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_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f37882c6fd3a32d3ced76a94b62278d4ef26e42b1ddcbc6f551046d65890abca","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_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8a7ead064542cd7171c86845c3bc8f89d1606ed3a769bb6f60df4b7fdf63d332","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"JOURN 345or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":345,\"minimum_grade\":null,\"subjects\":[\"JOURN\"],\"timing\":\"prior\"},\"evidence\":\"JOURN 345\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"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_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8a7ead064542cd7171c86845c3bc8f89d1606ed3a769bb6f60df4b7fdf63d332","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"JOURN 345\",\"field\":\"description\",\"quote\":\"Introduction to strategic communication for students interested in advertising, public relations, health communications, and political campaigns.\"}],\"text\":\"Foundational knowledge in strategic communication principles and practice.\"}],\"search_phrases\":[\"media planning course\",\"advertising strategy JOURN\",\"public relations planning\",\"strategic communication degree\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"Introduction to media planning\"}],\"text\":\"Media planning fundamentals.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 447\",\"field\":\"title\",\"quote\":\"STRATEGIC MEDIA PLANNING\"},{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"Introduction to media planning for students interested in careers in advertising, public relations, or other forms of strategic communication.\"}],\"text\":\"JOURN 447 introduces strategic media planning for careers in advertising, public relations, and strategic communication.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"media planning\"},{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"advertising, public relations, or other forms of strategic communication\"}],\"text\":\"Media planning within advertising, public relations, and strategic communication contexts.\"}]}","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_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"8a7ead064542cd7171c86845c3bc8f89d1606ed3a769bb6f60df4b7fdf63d332","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great Professor with a wonderful personality.  If you ask a question about advertising you know he is well versed in the category and is more than willing to answer questions.\",\"course_id\":\"JOURN 447\",\"date\":\"2007-03-14 00:09:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"09652dbbcf1b022ca5f6bf0c\",\"instructor_id\":\"rmp:266500\",\"instructor_name\":\"Dhavan Shah\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEyOTIwNDA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/266500\"}],\"evidence_count\":1,\"review_ids\":[\"09652dbbcf1b022ca5f6bf0c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:266500\",\"name\":\"Dhavan Shah\"}],\"review_year_end\":\"2007\",\"review_year_start\":\"2007\"},\"sentiment\":\"positive\",\"summary\":\"The professor is well-versed in advertising and willing to answer questions.\"}]}","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_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b40c27b18aa85fa84d8b6cf7af03df27a1e75b2660f7391dfa8b5a5334eba195","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"JOURN 345or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":345,\"minimum_grade\":null,\"subjects\":[\"JOURN\"],\"timing\":\"prior\"},\"evidence\":\"JOURN 345\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"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_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b40c27b18aa85fa84d8b6cf7af03df27a1e75b2660f7391dfa8b5a5334eba195","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"JOURN 345\",\"field\":\"description\",\"quote\":\"Introduction to strategic communication for students interested in advertising, public relations, health communications, and political campaigns.\"}],\"text\":\"Foundational knowledge in strategic communication principles and practice.\"}],\"search_phrases\":[\"media planning course\",\"advertising strategy JOURN\",\"public relations planning\",\"strategic communication degree\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"Introduction to media planning\"}],\"text\":\"Media planning fundamentals.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 447\",\"field\":\"title\",\"quote\":\"STRATEGIC MEDIA PLANNING\"},{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"Introduction to media planning for students interested in careers in advertising, public relations, or other forms of strategic communication.\"}],\"text\":\"JOURN 447 introduces strategic media planning for careers in advertising, public relations, and strategic communication.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"media planning\"},{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"advertising, public relations, or other forms of strategic communication\"}],\"text\":\"Media planning within advertising, public relations, and strategic communication contexts.\"}]}","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_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b40c27b18aa85fa84d8b6cf7af03df27a1e75b2660f7391dfa8b5a5334eba195","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great Professor with a wonderful personality.  If you ask a question about advertising you know he is well versed in the category and is more than willing to answer questions.\",\"course_id\":\"JOURN 447\",\"date\":\"2007-03-14 00:09:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"09652dbbcf1b022ca5f6bf0c\",\"instructor_id\":\"rmp:266500\",\"instructor_name\":\"Dhavan Shah\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEyOTIwNDA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/266500\"}],\"evidence_count\":1,\"review_ids\":[\"09652dbbcf1b022ca5f6bf0c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:266500\",\"name\":\"Dhavan Shah\"}],\"review_year_end\":\"2007\",\"review_year_start\":\"2007\"},\"sentiment\":\"positive\",\"summary\":\"The professor is well-versed in advertising and willing to answer questions.\"}]}","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_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b40c27b18aa85fa84d8b6cf7af03df27a1e75b2660f7391dfa8b5a5334eba195","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"8a78767504c9053e6f38534ef2658a86bfaf0dff535ae0cfa3710d1cacd8be0b\",\"course_id\":\"JOURN 447\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"JOURN 447\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0c12bcbe-a3a4-3512-bff9-495f1bea784a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"JOURN 447\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0c12bcbe-a3a4-3512-bff9-495f1bea784a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"JOURN 447\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0c12bcbe-a3a4-3512-bff9-495f1bea784a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2022: 3.60 GPA, 87.5% A/AB (n=24 letter grades); Spring 2024: 3.52 GPA, 75.0% A/AB (n=20 letter grades); Spring 2025: 3.26 GPA, 52.9% A/AB (n=17 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"JOURN 447\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0c12bcbe-a3a4-3512-bff9-495f1bea784a\",\"source_record\":{\"entity_id\":\"0c12bcbe-a3a4-3512-bff9-495f1bea784a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"}],\"text\":\"DHAVAN SHAH is recorded teaching in Fall 2006. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"6d670aa7227b1180211b3819b620aa7ac301f9360bd4634d4b9a07591e560c36","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"JOURN 345or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":345,\"minimum_grade\":null,\"subjects\":[\"JOURN\"],\"timing\":\"prior\"},\"evidence\":\"JOURN 345\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"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_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"6d670aa7227b1180211b3819b620aa7ac301f9360bd4634d4b9a07591e560c36","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"JOURN 345\",\"field\":\"description\",\"quote\":\"Introduction to strategic communication for students interested in advertising, public relations, health communications, and political campaigns.\"}],\"text\":\"Foundational knowledge in strategic communication principles and practice.\"}],\"search_phrases\":[\"media planning course\",\"advertising strategy JOURN\",\"public relations planning\",\"strategic communication degree\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"Introduction to media planning\"}],\"text\":\"Media planning fundamentals.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"JOURN 447\",\"field\":\"title\",\"quote\":\"STRATEGIC MEDIA PLANNING\"},{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"Introduction to media planning for students interested in careers in advertising, public relations, or other forms of strategic communication.\"}],\"text\":\"JOURN 447 introduces strategic media planning for careers in advertising, public relations, and strategic communication.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"media planning\"},{\"course_id\":\"JOURN 447\",\"field\":\"description\",\"quote\":\"advertising, public relations, or other forms of strategic communication\"}],\"text\":\"Media planning within advertising, public relations, and strategic communication contexts.\"}]}","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_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"6d670aa7227b1180211b3819b620aa7ac301f9360bd4634d4b9a07591e560c36","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great Professor with a wonderful personality.  If you ask a question about advertising you know he is well versed in the category and is more than willing to answer questions.\",\"course_id\":\"JOURN 447\",\"date\":\"2007-03-14 00:09:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"09652dbbcf1b022ca5f6bf0c\",\"instructor_id\":\"rmp:266500\",\"instructor_name\":\"Dhavan Shah\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEyOTIwNDA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/266500\"}],\"evidence_count\":1,\"review_ids\":[\"09652dbbcf1b022ca5f6bf0c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:266500\",\"name\":\"Dhavan Shah\"}],\"review_year_end\":\"2007\",\"review_year_start\":\"2007\"},\"sentiment\":\"positive\",\"summary\":\"The professor is well-versed in advertising and willing to answer questions.\"}]}","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_0f9ea9f895fa689d4fefa679","course_id":"JOURN 447","catalog_version_id":"6f526bbb520168bd8511ae041ca3c658ecc726a7f0db9601a99ac28168c70a88","record_version_id":"d914b773ded1773f186fc9fcf28bb2d3e61ab82b9546164b214e700d04694b71","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"6d670aa7227b1180211b3819b620aa7ac301f9360bd4634d4b9a07591e560c36","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"8a78767504c9053e6f38534ef2658a86bfaf0dff535ae0cfa3710d1cacd8be0b\",\"course_id\":\"JOURN 447\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Dhavan Shah\",\"review_date\":\"2007-03-14 00:09:25 +0000 UTC\",\"review_id\":\"09652dbbcf1b022ca5f6bf0c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:266500\",\"source_review_id\":\"UmF0aW5nLTEyOTIwNDA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/266500\",\"type\":\"review\"}],\"text\":\"The single historical review indicates a low difficulty rating of 2 for Dhavan Shah's course.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Dhavan Shah\",\"review_date\":\"2007-03-14 00:09:25 +0000 UTC\",\"review_id\":\"09652dbbcf1b022ca5f6bf0c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:266500\",\"source_review_id\":\"UmF0aW5nLTEyOTIwNDA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/266500\",\"type\":\"review\"}],\"text\":\"Historical reviews of Dhavan Shah: Dhavan Shah is described as well-versed in advertising and willing to answer questions. Reviewers note his wonderful personality and high quality of instruction.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Dhavan Shah\",\"review_date\":\"2007-03-14 00:09:25 +0000 UTC\",\"review_id\":\"09652dbbcf1b022ca5f6bf0c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:266500\",\"source_review_id\":\"UmF0aW5nLTEyOTIwNDA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/266500\",\"type\":\"review\"}],\"text\":\"Historical reviews for Dhavan Shah describe him as a great professor with a wonderful personality who is well-versed in advertising and willing to answer questions.\"},{\"citations\":[{\"course_id\":\"JOURN 447\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0c12bcbe-a3a4-3512-bff9-495f1bea784a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"JOURN 447\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0c12bcbe-a3a4-3512-bff9-495f1bea784a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"JOURN 447\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0c12bcbe-a3a4-3512-bff9-495f1bea784a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2022: 3.60 GPA, 87.5% A/AB (n=24 letter grades); Spring 2024: 3.52 GPA, 75.0% A/AB (n=20 letter grades); Spring 2025: 3.26 GPA, 52.9% A/AB (n=17 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Dhavan Shah\",\"review_date\":\"2007-03-14 00:09:25 +0000 UTC\",\"review_id\":\"09652dbbcf1b022ca5f6bf0c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:266500\",\"source_review_id\":\"UmF0aW5nLTEyOTIwNDA1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/266500\",\"type\":\"review\"}],\"text\":\"Historical reviews of Dhavan Shah: Reviewers found Dhavan Shah's willingness to answer questions and his expertise in advertising to be positive aspects of the course.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"JOURN 447\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0c12bcbe-a3a4-3512-bff9-495f1bea784a\",\"source_record\":{\"entity_id\":\"0c12bcbe-a3a4-3512-bff9-495f1bea784a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"}],\"text\":\"DHAVAN SHAH is recorded teaching in Fall 2006. 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}]