[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_0cafeefdf3e70a53f66daf9b","course_id":"MARKETNG 760","catalog_version_id":"ed1336cea59e77e5de6fa2836ac2460c396f907945a7e8ce52586dc0165a77e6","record_version_id":"15b052a16a02a329cd911314ff3183bb889ca9867075bc05dff9e4eee01580f6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1eac82d479cb416f8c77d7c3f142a6962990c31ee1cd01616f9799875df7f429","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing or declared in graduate Business Exchange program\",\"course\":null,\"evidence\":\"Graduate/professional standing or declared in graduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_0cafeefdf3e70a53f66daf9b","course_id":"MARKETNG 760","catalog_version_id":"ed1336cea59e77e5de6fa2836ac2460c396f907945a7e8ce52586dc0165a77e6","record_version_id":"15b052a16a02a329cd911314ff3183bb889ca9867075bc05dff9e4eee01580f6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1eac82d479cb416f8c77d7c3f142a6962990c31ee1cd01616f9799875df7f429","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"growth marketing strategy\",\"market orientation\",\"customer orientation\",\"competitor orientation\",\"value proposition\",\"marketing metrics\",\"business performance\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"Development and effective implementation of planned growth marketing strategies\"}],\"text\":\"Develop and implement growth marketing strategies\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"Explore the following topics utilizing an evidence-based approach\"}],\"text\":\"Utilize evidence-based approaches for marketing\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"metrics and performance assessment\"}],\"text\":\"Assess marketing performance using metrics\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"title\",\"quote\":\"GROWTH MARKETING STRATEGIES\"},{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"Explore the following topics utilizing an evidence-based approach: growth marketing strategy frameworks\"}],\"text\":\"Growth Marketing Strategies explores evidence-based frameworks for formulating and executing growth marketing plans to enhance business performance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"growth marketing strategy frameworks\"}],\"text\":\"Growth marketing strategy frameworks\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"resources and capability for marketing strategy formulation and execution\"}],\"text\":\"Resources and capabilities for strategy\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"market orientation, customer orientation, and competitor orientation\"}],\"text\":\"Market, customer, and competitor orientation\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"key strategy decision points (market selection, value proposition, timing)\"}],\"text\":\"Key strategy decision points\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"common implementation problems\"}],\"text\":\"Common implementation problems\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"organizing for execution\"}],\"text\":\"Organizing for execution\"}]}","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_0cafeefdf3e70a53f66daf9b","course_id":"MARKETNG 760","catalog_version_id":"ed1336cea59e77e5de6fa2836ac2460c396f907945a7e8ce52586dc0165a77e6","record_version_id":"15b052a16a02a329cd911314ff3183bb889ca9867075bc05dff9e4eee01580f6","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1eac82d479cb416f8c77d7c3f142a6962990c31ee1cd01616f9799875df7f429","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_0cafeefdf3e70a53f66daf9b","course_id":"MARKETNG 760","catalog_version_id":"ed1336cea59e77e5de6fa2836ac2460c396f907945a7e8ce52586dc0165a77e6","record_version_id":"15b052a16a02a329cd911314ff3183bb889ca9867075bc05dff9e4eee01580f6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"57d22f5f025a8ef47af90779797bf4210d7d96e42babf27158d19efac64c1c15","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing or declared in graduate Business Exchange program\",\"course\":null,\"evidence\":\"Graduate/professional standing or declared in graduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0cafeefdf3e70a53f66daf9b","course_id":"MARKETNG 760","catalog_version_id":"ed1336cea59e77e5de6fa2836ac2460c396f907945a7e8ce52586dc0165a77e6","record_version_id":"15b052a16a02a329cd911314ff3183bb889ca9867075bc05dff9e4eee01580f6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"57d22f5f025a8ef47af90779797bf4210d7d96e42babf27158d19efac64c1c15","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"growth marketing strategy\",\"market orientation\",\"customer orientation\",\"competitor orientation\",\"value proposition\",\"marketing metrics\",\"business performance\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"Development and effective implementation of planned growth marketing strategies\"}],\"text\":\"Develop and implement growth marketing strategies\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"Explore the following topics utilizing an evidence-based approach\"}],\"text\":\"Utilize evidence-based approaches for marketing\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"metrics and performance assessment\"}],\"text\":\"Assess marketing performance using metrics\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"title\",\"quote\":\"GROWTH MARKETING STRATEGIES\"},{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"Explore the following topics utilizing an evidence-based approach: growth marketing strategy frameworks\"}],\"text\":\"Growth Marketing Strategies explores evidence-based frameworks for formulating and executing growth marketing plans to enhance business performance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"growth marketing strategy frameworks\"}],\"text\":\"Growth marketing strategy frameworks\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"resources and capability for marketing strategy formulation and execution\"}],\"text\":\"Resources and capabilities for strategy\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"market orientation, customer orientation, and competitor orientation\"}],\"text\":\"Market, customer, and competitor orientation\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"key strategy decision points (market selection, value proposition, timing)\"}],\"text\":\"Key strategy decision points\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"common implementation problems\"}],\"text\":\"Common implementation problems\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"organizing for execution\"}],\"text\":\"Organizing for execution\"}]}","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_0cafeefdf3e70a53f66daf9b","course_id":"MARKETNG 760","catalog_version_id":"ed1336cea59e77e5de6fa2836ac2460c396f907945a7e8ce52586dc0165a77e6","record_version_id":"15b052a16a02a329cd911314ff3183bb889ca9867075bc05dff9e4eee01580f6","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"57d22f5f025a8ef47af90779797bf4210d7d96e42babf27158d19efac64c1c15","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0cafeefdf3e70a53f66daf9b","course_id":"MARKETNG 760","catalog_version_id":"ed1336cea59e77e5de6fa2836ac2460c396f907945a7e8ce52586dc0165a77e6","record_version_id":"15b052a16a02a329cd911314ff3183bb889ca9867075bc05dff9e4eee01580f6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"010bea5cb4b3a989bb7c3e67c911365671572968a8b4899891b12bfe1b0c5110","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing or declared in graduate Business Exchange program\",\"course\":null,\"evidence\":\"Graduate/professional standing or declared in graduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0cafeefdf3e70a53f66daf9b","course_id":"MARKETNG 760","catalog_version_id":"ed1336cea59e77e5de6fa2836ac2460c396f907945a7e8ce52586dc0165a77e6","record_version_id":"15b052a16a02a329cd911314ff3183bb889ca9867075bc05dff9e4eee01580f6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"010bea5cb4b3a989bb7c3e67c911365671572968a8b4899891b12bfe1b0c5110","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"growth marketing strategy\",\"market orientation\",\"customer orientation\",\"competitor orientation\",\"value proposition\",\"marketing metrics\",\"business performance\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"Development and effective implementation of planned growth marketing strategies\"}],\"text\":\"Develop and implement growth marketing strategies\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"Explore the following topics utilizing an evidence-based approach\"}],\"text\":\"Utilize evidence-based approaches for marketing\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"metrics and performance assessment\"}],\"text\":\"Assess marketing performance using metrics\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"title\",\"quote\":\"GROWTH MARKETING STRATEGIES\"},{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"Explore the following topics utilizing an evidence-based approach: growth marketing strategy frameworks\"}],\"text\":\"Growth Marketing Strategies explores evidence-based frameworks for formulating and executing growth marketing plans to enhance business performance.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"growth marketing strategy frameworks\"}],\"text\":\"Growth marketing strategy frameworks\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"resources and capability for marketing strategy formulation and execution\"}],\"text\":\"Resources and capabilities for strategy\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"market orientation, customer orientation, and competitor orientation\"}],\"text\":\"Market, customer, and competitor orientation\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"key strategy decision points (market selection, value proposition, timing)\"}],\"text\":\"Key strategy decision points\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"common implementation problems\"}],\"text\":\"Common implementation problems\"},{\"evidence\":[{\"course_id\":\"MARKETNG 760\",\"field\":\"description\",\"quote\":\"organizing for execution\"}],\"text\":\"Organizing for execution\"}]}","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_0cafeefdf3e70a53f66daf9b","course_id":"MARKETNG 760","catalog_version_id":"ed1336cea59e77e5de6fa2836ac2460c396f907945a7e8ce52586dc0165a77e6","record_version_id":"15b052a16a02a329cd911314ff3183bb889ca9867075bc05dff9e4eee01580f6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"010bea5cb4b3a989bb7c3e67c911365671572968a8b4899891b12bfe1b0c5110","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0cafeefdf3e70a53f66daf9b","course_id":"MARKETNG 760","catalog_version_id":"ed1336cea59e77e5de6fa2836ac2460c396f907945a7e8ce52586dc0165a77e6","record_version_id":"15b052a16a02a329cd911314ff3183bb889ca9867075bc05dff9e4eee01580f6","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"010bea5cb4b3a989bb7c3e67c911365671572968a8b4899891b12bfe1b0c5110","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"589529cbadfcef6e8fb2627e2dfd4d1ef719de2fb4be294f349a8c3af1db0057\",\"course_id\":\"MARKETNG 760\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MARKETNG 760\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b18d7b9e-aa3a-3fb3-b746-2f98b84e3f75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 760\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b18d7b9e-aa3a-3fb3-b746-2f98b84e3f75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 760\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b18d7b9e-aa3a-3fb3-b746-2f98b84e3f75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.42 GPA, 70.8% A/AB (n=65 letter grades); Spring 2025: 3.29 GPA, 47.4% A/AB (n=97 letter grades); Spring 2026: 3.34 GPA, 50.5% A/AB (n=99 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"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}]