[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"025deb2c4f59985c6d1b178eee7cd920b3d31a5a54f3725b6655126a4315b407","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing andCHEM 345, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"CHEM 345, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":345,\"minimum_grade\":null,\"subjects\":[\"CHEM\"],\"timing\":\"prior\"},\"evidence\":\"CHEM 345\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing, or member of Engineering Guest Students\",\"course\":null,\"evidence\":\"graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n5\",\"kind\":\"condition\"}],\"notes\":[\"The phrase 'andCHEM 345' appears to be a typo for 'and CHEM 345'. The structure is interpreted as (Junior standing) AND (CHEM 345 OR graduate/professional standing OR member of Engineering Guest Students).\",\"The condition 'graduate/professional standing, or member of Engineering Guest Students' is treated as a single verbatim condition leaf as it is not a canonical course reference in linked_courses.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n1 references missing nodes: n3.","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_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"025deb2c4f59985c6d1b178eee7cd920b3d31a5a54f3725b6655126a4315b407","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CHEM 345\",\"field\":\"description\",\"quote\":\"Principles of molecular structure and bonding applied to predict and explain the reactivity of aromatic systems, benzylic and allylic systems, aryl and vinyl halides, and carbonyl-containing compounds\"}],\"text\":\"Organic chemistry fundamentals including molecular structure, bonding, and reaction mechanisms.\"}],\"search_phrases\":[\"industrial chemistry commercial processes\",\"chemical engineering business fundamentals\",\"chemistry investment financial concepts\",\"research to commercial product case studies\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Practical realities of how a discovery moves from research to commercial product will be taught through examples and case studies\"}],\"text\":\"Analyzing the transition from research discovery to commercial product.\"},{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Financial concepts that guide investment will be reviewed\"}],\"text\":\"Understanding financial concepts guiding investment in chemical processes.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"title\",\"quote\":\"ASPECTS OF INDUSTRIAL CHEMISTRY AND BUSINESS FUNDAMENTALS\"},{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Learn the chemistry and chemical engineering that defines societies' standard of living. Commercial chemical processes will be reviewed.\"}],\"text\":\"Covers industrial chemistry, commercial chemical processes, and business/financial fundamentals.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Commercial chemical processes will be reviewed\"}],\"text\":\"Commercial chemical processes\"},{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Practical realities of how a discovery moves from research to commercial product\"}],\"text\":\"Research to commercial product development\"},{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Financial concepts that guide investment\"}],\"text\":\"Financial concepts for investment\"}]}","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_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"025deb2c4f59985c6d1b178eee7cd920b3d31a5a54f3725b6655126a4315b407","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_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"60f9a5ebc40db22556d85066d9a7aa0cb3d69609d042c930229cdbc499fca1b6","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing andCHEM 345, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"CHEM 345, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":345,\"minimum_grade\":null,\"subjects\":[\"CHEM\"],\"timing\":\"prior\"},\"evidence\":\"CHEM 345\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing, or member of Engineering Guest Students\",\"course\":null,\"evidence\":\"graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[\"The phrase 'andCHEM 345' appears to be a typo for 'and CHEM 345'. The structure is interpreted as (Junior standing) AND (CHEM 345 OR graduate/professional standing OR member of Engineering Guest Students).\",\"The condition 'graduate/professional standing, or member of Engineering Guest Students' is treated as a single verbatim condition leaf as it is not a canonical course reference in linked_courses.\"],\"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_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"60f9a5ebc40db22556d85066d9a7aa0cb3d69609d042c930229cdbc499fca1b6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CHEM 345\",\"field\":\"description\",\"quote\":\"Principles of molecular structure and bonding applied to predict and explain the reactivity of aromatic systems, benzylic and allylic systems, aryl and vinyl halides, and carbonyl-containing compounds\"}],\"text\":\"Organic chemistry fundamentals including molecular structure, bonding, and reaction mechanisms.\"}],\"search_phrases\":[\"industrial chemistry commercial processes\",\"chemical engineering business fundamentals\",\"chemistry investment financial concepts\",\"research to commercial product case studies\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Practical realities of how a discovery moves from research to commercial product will be taught through examples and case studies\"}],\"text\":\"Analyzing the transition from research discovery to commercial product.\"},{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Financial concepts that guide investment will be reviewed\"}],\"text\":\"Understanding financial concepts guiding investment in chemical processes.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"title\",\"quote\":\"ASPECTS OF INDUSTRIAL CHEMISTRY AND BUSINESS FUNDAMENTALS\"},{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Learn the chemistry and chemical engineering that defines societies' standard of living. Commercial chemical processes will be reviewed.\"}],\"text\":\"Covers industrial chemistry, commercial chemical processes, and business/financial fundamentals.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Commercial chemical processes will be reviewed\"}],\"text\":\"Commercial chemical processes\"},{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Practical realities of how a discovery moves from research to commercial product\"}],\"text\":\"Research to commercial product development\"},{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Financial concepts that guide investment\"}],\"text\":\"Financial concepts for investment\"}]}","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_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"60f9a5ebc40db22556d85066d9a7aa0cb3d69609d042c930229cdbc499fca1b6","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_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-789789da373eecc1ff75f626","output_id":"c9bc923427a8393919d06b84c95b563bce787201bb5f7ac5f5ab49817b222e60","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing andCHEM 345, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"CHEM 345, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":345,\"minimum_grade\":null,\"subjects\":[\"CHEM\"],\"timing\":\"prior\"},\"evidence\":\"CHEM 345\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing, or member of Engineering Guest Students\",\"course\":null,\"evidence\":\"graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[\"The phrase 'andCHEM 345' appears to be a typo for 'and CHEM 345'. The structure is interpreted as (Junior standing) AND (CHEM 345 OR graduate/professional standing OR member of Engineering Guest Students).\",\"The condition 'graduate/professional standing, or member of Engineering Guest Students' is treated as a single verbatim condition leaf as it is not a canonical course reference in linked_courses.\"],\"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_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-789789da373eecc1ff75f626","output_id":"c9bc923427a8393919d06b84c95b563bce787201bb5f7ac5f5ab49817b222e60","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CHEM 345\",\"field\":\"description\",\"quote\":\"Principles of molecular structure and bonding applied to predict and explain the reactivity of aromatic systems, benzylic and allylic systems, aryl and vinyl halides, and carbonyl-containing compounds\"}],\"text\":\"Organic chemistry fundamentals including molecular structure, bonding, and reaction mechanisms.\"}],\"search_phrases\":[\"industrial chemistry commercial processes\",\"chemical engineering business fundamentals\",\"chemistry investment financial concepts\",\"research to commercial product case studies\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Practical realities of how a discovery moves from research to commercial product will be taught through examples and case studies\"}],\"text\":\"Analyzing the transition from research discovery to commercial product.\"},{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Financial concepts that guide investment will be reviewed\"}],\"text\":\"Understanding financial concepts guiding investment in chemical processes.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"title\",\"quote\":\"ASPECTS OF INDUSTRIAL CHEMISTRY AND BUSINESS FUNDAMENTALS\"},{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Learn the chemistry and chemical engineering that defines societies' standard of living. Commercial chemical processes will be reviewed.\"}],\"text\":\"Covers industrial chemistry, commercial chemical processes, and business/financial fundamentals.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Commercial chemical processes will be reviewed\"}],\"text\":\"Commercial chemical processes\"},{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Practical realities of how a discovery moves from research to commercial product\"}],\"text\":\"Research to commercial product development\"},{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Financial concepts that guide investment\"}],\"text\":\"Financial concepts for investment\"}]}","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_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-789789da373eecc1ff75f626","output_id":"c9bc923427a8393919d06b84c95b563bce787201bb5f7ac5f5ab49817b222e60","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_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3be22a31e679043731cd67d6a65439f922068e10777bf628dc444d5521673fc5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Junior standing andCHEM 345, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"CHEM 345, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":345,\"minimum_grade\":null,\"subjects\":[\"CHEM\"],\"timing\":\"prior\"},\"evidence\":\"CHEM 345\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing, or member of Engineering Guest Students\",\"course\":null,\"evidence\":\"graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[\"The phrase 'andCHEM 345' appears to be a typo for 'and CHEM 345'. The structure is interpreted as (Junior standing) AND (CHEM 345 OR graduate/professional standing OR member of Engineering Guest Students).\",\"The condition 'graduate/professional standing, or member of Engineering Guest Students' is treated as a single verbatim condition leaf as it is not a canonical course reference in linked_courses.\"],\"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_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3be22a31e679043731cd67d6a65439f922068e10777bf628dc444d5521673fc5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CHEM 345\",\"field\":\"description\",\"quote\":\"Principles of molecular structure and bonding applied to predict and explain the reactivity of aromatic systems, benzylic and allylic systems, aryl and vinyl halides, and carbonyl-containing compounds\"}],\"text\":\"Organic chemistry fundamentals including molecular structure, bonding, and reaction mechanisms.\"}],\"search_phrases\":[\"industrial chemistry commercial processes\",\"chemical engineering business fundamentals\",\"chemistry investment financial concepts\",\"research to commercial product case studies\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Practical realities of how a discovery moves from research to commercial product will be taught through examples and case studies\"}],\"text\":\"Analyzing the transition from research discovery to commercial product.\"},{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Financial concepts that guide investment will be reviewed\"}],\"text\":\"Understanding financial concepts guiding investment in chemical processes.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"title\",\"quote\":\"ASPECTS OF INDUSTRIAL CHEMISTRY AND BUSINESS FUNDAMENTALS\"},{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Learn the chemistry and chemical engineering that defines societies' standard of living. Commercial chemical processes will be reviewed.\"}],\"text\":\"Covers industrial chemistry, commercial chemical processes, and business/financial fundamentals.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Commercial chemical processes will be reviewed\"}],\"text\":\"Commercial chemical processes\"},{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Practical realities of how a discovery moves from research to commercial product\"}],\"text\":\"Research to commercial product development\"},{\"evidence\":[{\"course_id\":\"CBE/CHEM 505\",\"field\":\"description\",\"quote\":\"Financial concepts that guide investment\"}],\"text\":\"Financial concepts for investment\"}]}","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_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3be22a31e679043731cd67d6a65439f922068e10777bf628dc444d5521673fc5","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_e18d9ce6c6dc5f8081bfea60","course_id":"CBE/CHEM 505","catalog_version_id":"998c6ff3a55a22e2baf8b943fa99b8f3568585ab3352072a366d011c7148d298","record_version_id":"a9524048dd0613ff7b9d31b8fef19ad516d0454d39bd3706d694ca81b75e5ac7","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"3be22a31e679043731cd67d6a65439f922068e10777bf628dc444d5521673fc5","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"20b5e9119934fc2962e576ba5d5709fb4f6dfe4726a259668389a4e8c9c35637\",\"course_id\":\"CBE/CHEM 505\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CBE/CHEM 505\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"1dbfad79-d0f0-3b33-a139-b58958ae02fc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CBE/CHEM 505\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"1dbfad79-d0f0-3b33-a139-b58958ae02fc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE/CHEM 505\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"1dbfad79-d0f0-3b33-a139-b58958ae02fc\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.17 GPA, 51.9% A/AB (n=27 letter grades); Spring 2025: 2.75 GPA, 37.5% A/AB (n=24 letter grades); Spring 2026: 3.25 GPA, 62.5% A/AB (n=8 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}]