[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f1a18ffb7fd2bb48f89e52895e3c750f41da543c60d6fb76510d88fbb26d0a4c","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"MARKETNG 300or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"MARKETNG\"],\"timing\":\"prior\"},\"evidence\":\"MARKETNG 300\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Missing reference to 'undergraduate Business Exchange program' in linked_courses; treated as verbatim condition.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n0 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n2; connect all conditions and exclusions to the root.","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_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f1a18ffb7fd2bb48f89e52895e3c750f41da543c60d6fb76510d88fbb26d0a4c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MARKETNG 300\",\"field\":\"description\",\"quote\":\"Planning and controlling the elements of the marketing program; marketing organization, product and service, packaging, pricing, promotion and physical distribution.\"}],\"text\":\"Foundations of marketing management and program elements.\"}],\"search_phrases\":[\"marketing communications creative problem solving\",\"MARKETNG 415 ethical marketing solutions\",\"marketing policy problems communication\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Develops skills to approach marketing solutions from creative ethical perspectives.\"}],\"text\":\"Creative and ethical problem solving in marketing.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Builds and refines marketing skills required to identify, articulate, and resolve marketing and policy problems.\"}],\"text\":\"Identifying and resolving marketing and policy problems.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Leverages marketing communications to improve society and well-being.\"}],\"text\":\"Leveraging communications for social well-being.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"title\",\"quote\":\"MARKETING COMMUNICATIONS\"},{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Covers multiple approaches to marketing communications. Identifies unique opportunities for creatively solving problems.\"}],\"text\":\"MARKETING COMMUNICATIONS covers multiple approaches to marketing communications and creative problem solving.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Covers multiple approaches to marketing communications.\"}],\"text\":\"Marketing communications approaches.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Identifies unique opportunities for creatively solving problems.\"}],\"text\":\"Creative problem solving opportunities.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Builds and refines marketing skills required to identify, articulate, and resolve marketing and policy problems.\"}],\"text\":\"Marketing and policy problems.\"}]}","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_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"f1a18ffb7fd2bb48f89e52895e3c750f41da543c60d6fb76510d88fbb26d0a4c","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_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"c147c2e4c06b6d3f0f88cb62795f3dcb1c9d620beb477958cd83cbed3caf3783","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MARKETNG 300or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"MARKETNG\"],\"timing\":\"prior\"},\"evidence\":\"MARKETNG 300\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Missing reference to 'undergraduate Business Exchange program' in linked_courses; treated as verbatim condition.\"],\"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_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"c147c2e4c06b6d3f0f88cb62795f3dcb1c9d620beb477958cd83cbed3caf3783","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MARKETNG 300\",\"field\":\"description\",\"quote\":\"Planning and controlling the elements of the marketing program; marketing organization, product and service, packaging, pricing, promotion and physical distribution.\"}],\"text\":\"Foundations of marketing management and program elements.\"}],\"search_phrases\":[\"marketing communications creative problem solving\",\"MARKETNG 415 ethical marketing solutions\",\"marketing policy problems communication\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Develops skills to approach marketing solutions from creative ethical perspectives.\"}],\"text\":\"Creative and ethical problem solving in marketing.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Builds and refines marketing skills required to identify, articulate, and resolve marketing and policy problems.\"}],\"text\":\"Identifying and resolving marketing and policy problems.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Leverages marketing communications to improve society and well-being.\"}],\"text\":\"Leveraging communications for social well-being.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"title\",\"quote\":\"MARKETING COMMUNICATIONS\"},{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Covers multiple approaches to marketing communications. Identifies unique opportunities for creatively solving problems.\"}],\"text\":\"MARKETING COMMUNICATIONS covers multiple approaches to marketing communications and creative problem solving.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Covers multiple approaches to marketing communications.\"}],\"text\":\"Marketing communications approaches.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Identifies unique opportunities for creatively solving problems.\"}],\"text\":\"Creative problem solving opportunities.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Builds and refines marketing skills required to identify, articulate, and resolve marketing and policy problems.\"}],\"text\":\"Marketing and policy problems.\"}]}","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_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"c147c2e4c06b6d3f0f88cb62795f3dcb1c9d620beb477958cd83cbed3caf3783","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-789789da373eecc1ff75f626","output_id":"8e786d2aea66cee8ee82afe85e8550cea993bc60a1640b8aa2bd3e201b07d823","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MARKETNG 300or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"MARKETNG\"],\"timing\":\"prior\"},\"evidence\":\"MARKETNG 300\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Missing reference to 'undergraduate Business Exchange program' in linked_courses; treated as verbatim condition.\"],\"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_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-789789da373eecc1ff75f626","output_id":"8e786d2aea66cee8ee82afe85e8550cea993bc60a1640b8aa2bd3e201b07d823","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MARKETNG 300\",\"field\":\"description\",\"quote\":\"Planning and controlling the elements of the marketing program; marketing organization, product and service, packaging, pricing, promotion and physical distribution.\"}],\"text\":\"Foundations of marketing management and program elements.\"}],\"search_phrases\":[\"marketing communications creative problem solving\",\"MARKETNG 415 ethical marketing solutions\",\"marketing policy problems communication\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Develops skills to approach marketing solutions from creative ethical perspectives.\"}],\"text\":\"Creative and ethical problem solving in marketing.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Builds and refines marketing skills required to identify, articulate, and resolve marketing and policy problems.\"}],\"text\":\"Identifying and resolving marketing and policy problems.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Leverages marketing communications to improve society and well-being.\"}],\"text\":\"Leveraging communications for social well-being.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"title\",\"quote\":\"MARKETING COMMUNICATIONS\"},{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Covers multiple approaches to marketing communications. Identifies unique opportunities for creatively solving problems.\"}],\"text\":\"MARKETING COMMUNICATIONS covers multiple approaches to marketing communications and creative problem solving.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Covers multiple approaches to marketing communications.\"}],\"text\":\"Marketing communications approaches.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Identifies unique opportunities for creatively solving problems.\"}],\"text\":\"Creative problem solving opportunities.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Builds and refines marketing skills required to identify, articulate, and resolve marketing and policy problems.\"}],\"text\":\"Marketing and policy problems.\"}]}","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_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-789789da373eecc1ff75f626","output_id":"8e786d2aea66cee8ee82afe85e8550cea993bc60a1640b8aa2bd3e201b07d823","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_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"70c130126fbe39c3a9cefadb1c113b3577295eaf4102241eca190f26eb6f55a4","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MARKETNG 300or declared in undergraduate Business Exchange program\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":300,\"minimum_grade\":null,\"subjects\":[\"MARKETNG\"],\"timing\":\"prior\"},\"evidence\":\"MARKETNG 300\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"declared in undergraduate Business Exchange program\",\"course\":null,\"evidence\":\"declared in undergraduate Business Exchange program\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Missing reference to 'undergraduate Business Exchange program' in linked_courses; treated as verbatim condition.\"],\"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_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"70c130126fbe39c3a9cefadb1c113b3577295eaf4102241eca190f26eb6f55a4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MARKETNG 300\",\"field\":\"description\",\"quote\":\"Planning and controlling the elements of the marketing program; marketing organization, product and service, packaging, pricing, promotion and physical distribution.\"}],\"text\":\"Foundations of marketing management and program elements.\"}],\"search_phrases\":[\"marketing communications creative problem solving\",\"MARKETNG 415 ethical marketing solutions\",\"marketing policy problems communication\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Develops skills to approach marketing solutions from creative ethical perspectives.\"}],\"text\":\"Creative and ethical problem solving in marketing.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Builds and refines marketing skills required to identify, articulate, and resolve marketing and policy problems.\"}],\"text\":\"Identifying and resolving marketing and policy problems.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Leverages marketing communications to improve society and well-being.\"}],\"text\":\"Leveraging communications for social well-being.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"title\",\"quote\":\"MARKETING COMMUNICATIONS\"},{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Covers multiple approaches to marketing communications. Identifies unique opportunities for creatively solving problems.\"}],\"text\":\"MARKETING COMMUNICATIONS covers multiple approaches to marketing communications and creative problem solving.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Covers multiple approaches to marketing communications.\"}],\"text\":\"Marketing communications approaches.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Identifies unique opportunities for creatively solving problems.\"}],\"text\":\"Creative problem solving opportunities.\"},{\"evidence\":[{\"course_id\":\"MARKETNG 415\",\"field\":\"description\",\"quote\":\"Builds and refines marketing skills required to identify, articulate, and resolve marketing and policy problems.\"}],\"text\":\"Marketing and policy problems.\"}]}","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_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"70c130126fbe39c3a9cefadb1c113b3577295eaf4102241eca190f26eb6f55a4","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_786a6019d572362aa8771763","course_id":"MARKETNG 415","catalog_version_id":"e30bf4520e4f707183458c93d202785415e8a261a8a34c3c13c4906d0f839ba9","record_version_id":"cfb6472fcb5dccacda4a3b8616dabef771bcbd0dc5b39b89c9bee34906ec1bb8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"70c130126fbe39c3a9cefadb1c113b3577295eaf4102241eca190f26eb6f55a4","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"3f62ed6fb02265b9627b853348d79334b35249bc8e453b5ec024f6521290dc9f\",\"course_id\":\"MARKETNG 415\",\"current_instructors\":[{\"instructor_uid\":\"instructor_f554a434c174bf49e29277cd\",\"message\":\"No course-specific reviews available\",\"name\":\"Evan Polman\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2446887\",\"summary\":[{\"citations\":[{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.51 GPA, 78.7% A/AB (n=47 letter grades); Fall 2024: 3.74 GPA, 92.1% A/AB (n=38 letter grades); Fall 2025: 3.71 GPA, 80.6% A/AB (n=36 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.51 GPA, 78.7% A/AB (n=47 letter grades); Fall 2024: 3.74 GPA, 92.1% A/AB (n=38 letter grades); Fall 2025: 3.71 GPA, 80.6% A/AB (n=36 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MARKETNG 415\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"source_record\":{\"entity_id\":\"96df5e84-8630-38c9-869b-fb2945acd839\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"EVAN POLMAN is recorded teaching in Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]