[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ead871dcf65f9ad49ec4bd69cd4e45f6279e1ad36e3e1fafd1ec33e24252492e","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"(M S & E 350andM E 310), M E 313,M S & E 332, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(M S & E 350andM E 310)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":350,\"minimum_grade\":null,\"subjects\":[\"MS&E\"],\"timing\":\"prior\"},\"evidence\":\"M S & E 350\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 310\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":313,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 313\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":332,\"minimum_grade\":null,\"subjects\":[\"MS&E\"],\"timing\":\"prior\"},\"evidence\":\"M S & E 332\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n6\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n7\",\"kind\":\"condition\"}],\"notes\":[\"ME 313 is mentioned in requirements_text but not in linked_courses; treated as verbatim condition leaf.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Node n0 references itself; remove the self-reference.\nNode n1 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nCycle reaches node n1; requirement graphs must be trees.\nNode n2 has multiple parents; requirement graphs must be trees.\nUnreachable nodes: n5, n6, n7; 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_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ead871dcf65f9ad49ec4bd69cd4e45f6279e1ad36e3e1fafd1ec33e24252492e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 310\",\"field\":\"description\",\"quote\":\"Introduction to all important aspects of polymer processing and engineering including polymeric materials, material properties, design and manufacturing considerations, processing methods, part performance, post-consumer recycling and upcycling, societal responsibilities and ethics, and various techniques for modeling in materials processing like dimensional analysis, design of experiments, analytical solutions, and computer simulation.\"},{\"course_id\":\"MS&E 332\",\"field\":\"description\",\"quote\":\"Topics include: ironmaking and steelmaking; production of Cu, Zn, Al and Mg by electrolysis; solidification processing of alloys by ingot casting, continuous casting and directional solidification; growth of bulk single crystals of semiconductors and ceramics from melts.\"},{\"course_id\":\"MS&E 350\",\"field\":\"description\",\"quote\":\"The basic structures and resulting properties of solid materials, including phase equilibria, meta-stability, mechanical properties, failure, corrosion, and materials selection.\"}],\"text\":\"Foundational knowledge in materials science, manufacturing processes, and polymer engineering.\"}],\"search_phrases\":[\"materials selection design\",\"fracture mechanics corrosion\",\"manufacturing process selection\",\"property development metals ceramics polymers composites\",\"material analysis techniques\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"A structured approach is developed to address the complex problem of materials selection in design where multiple constraints and conflicting objectives need to be considered.\"}],\"text\":\"Structured materials selection in design under constraints and conflicting objectives.\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Analysis of fracture mechanics, corrosion, manufacturing effects, property development, and material analysis.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"title\",\"quote\":\"ADVANCED MATERIALS SELECTION\"},{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"A structured approach is developed to address the complex problem of materials selection in design where multiple constraints and conflicting objectives need to be considered.\"}],\"text\":\"ME 437 teaches a structured approach to materials selection in design, covering fracture mechanics, corrosion, manufacturing, and material properties.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Introductory fracture mechanics\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Corrosion and corrosion mitigation\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Effects of manufacturing processes and process selection\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Property development in metals, ceramics, polymers and composites\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Material analysis techniques\"}]}","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_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ead871dcf65f9ad49ec4bd69cd4e45f6279e1ad36e3e1fafd1ec33e24252492e","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_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2b6893030d6a191d4ec965435670a70aeef7446cf27c6eaaf13a74bc3471687d","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n5\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"(M S & E 350andM E 310), M E 313,M S & E 332, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(M S & E 350andM E 310)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"M E 313\",\"course\":null,\"evidence\":\"M E 313\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":350,\"minimum_grade\":null,\"subjects\":[\"MS&E\"],\"timing\":\"prior\"},\"evidence\":\"M S & E 350\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 310\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":332,\"minimum_grade\":null,\"subjects\":[\"MS&E\"],\"timing\":\"prior\"},\"evidence\":\"M S & E 332\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[\"ME 313 preserved as verbatim condition node as it is absent from linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2b6893030d6a191d4ec965435670a70aeef7446cf27c6eaaf13a74bc3471687d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 310\",\"field\":\"description\",\"quote\":\"Introduction to all important aspects of polymer processing and engineering including polymeric materials, material properties, design and manufacturing considerations, processing methods, part performance, post-consumer recycling and upcycling, societal responsibilities and ethics, and various techniques for modeling in materials processing like dimensional analysis, design of experiments, analytical solutions, and computer simulation.\"},{\"course_id\":\"MS&E 332\",\"field\":\"description\",\"quote\":\"Topics include: ironmaking and steelmaking; production of Cu, Zn, Al and Mg by electrolysis; solidification processing of alloys by ingot casting, continuous casting and directional solidification; growth of bulk single crystals of semiconductors and ceramics from melts.\"},{\"course_id\":\"MS&E 350\",\"field\":\"description\",\"quote\":\"The basic structures and resulting properties of solid materials, including phase equilibria, meta-stability, mechanical properties, failure, corrosion, and materials selection.\"}],\"text\":\"Foundational knowledge in materials science, manufacturing processes, and polymer engineering.\"}],\"search_phrases\":[\"materials selection design\",\"fracture mechanics corrosion\",\"manufacturing process selection\",\"property development metals ceramics polymers composites\",\"material analysis techniques\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"A structured approach is developed to address the complex problem of materials selection in design where multiple constraints and conflicting objectives need to be considered.\"}],\"text\":\"Structured materials selection in design under constraints and conflicting objectives.\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Analysis of fracture mechanics, corrosion, manufacturing effects, property development, and material analysis.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"title\",\"quote\":\"ADVANCED MATERIALS SELECTION\"},{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"A structured approach is developed to address the complex problem of materials selection in design where multiple constraints and conflicting objectives need to be considered.\"}],\"text\":\"ME 437 teaches a structured approach to materials selection in design, covering fracture mechanics, corrosion, manufacturing, and material properties.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Introductory fracture mechanics\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Corrosion and corrosion mitigation\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Effects of manufacturing processes and process selection\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Property development in metals, ceramics, polymers and composites\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Material analysis techniques\"}]}","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_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"2b6893030d6a191d4ec965435670a70aeef7446cf27c6eaaf13a74bc3471687d","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_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-789789da373eecc1ff75f626","output_id":"4e375b899a66c3db49503b15cca6ad4b85cb2dfffda652863033c781eb465178","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n5\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"(M S & E 350andM E 310), M E 313,M S & E 332, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(M S & E 350andM E 310)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"M E 313\",\"course\":null,\"evidence\":\"M E 313\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":350,\"minimum_grade\":null,\"subjects\":[\"MS&E\"],\"timing\":\"prior\"},\"evidence\":\"M S & E 350\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 310\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":332,\"minimum_grade\":null,\"subjects\":[\"MS&E\"],\"timing\":\"prior\"},\"evidence\":\"M S & E 332\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[\"ME 313 preserved as verbatim condition node as it is absent from linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-789789da373eecc1ff75f626","output_id":"4e375b899a66c3db49503b15cca6ad4b85cb2dfffda652863033c781eb465178","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 310\",\"field\":\"description\",\"quote\":\"Introduction to all important aspects of polymer processing and engineering including polymeric materials, material properties, design and manufacturing considerations, processing methods, part performance, post-consumer recycling and upcycling, societal responsibilities and ethics, and various techniques for modeling in materials processing like dimensional analysis, design of experiments, analytical solutions, and computer simulation.\"},{\"course_id\":\"MS&E 332\",\"field\":\"description\",\"quote\":\"Topics include: ironmaking and steelmaking; production of Cu, Zn, Al and Mg by electrolysis; solidification processing of alloys by ingot casting, continuous casting and directional solidification; growth of bulk single crystals of semiconductors and ceramics from melts.\"},{\"course_id\":\"MS&E 350\",\"field\":\"description\",\"quote\":\"The basic structures and resulting properties of solid materials, including phase equilibria, meta-stability, mechanical properties, failure, corrosion, and materials selection.\"}],\"text\":\"Foundational knowledge in materials science, manufacturing processes, and polymer engineering.\"}],\"search_phrases\":[\"materials selection design\",\"fracture mechanics corrosion\",\"manufacturing process selection\",\"property development metals ceramics polymers composites\",\"material analysis techniques\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"A structured approach is developed to address the complex problem of materials selection in design where multiple constraints and conflicting objectives need to be considered.\"}],\"text\":\"Structured materials selection in design under constraints and conflicting objectives.\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Analysis of fracture mechanics, corrosion, manufacturing effects, property development, and material analysis.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"title\",\"quote\":\"ADVANCED MATERIALS SELECTION\"},{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"A structured approach is developed to address the complex problem of materials selection in design where multiple constraints and conflicting objectives need to be considered.\"}],\"text\":\"ME 437 teaches a structured approach to materials selection in design, covering fracture mechanics, corrosion, manufacturing, and material properties.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Introductory fracture mechanics\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Corrosion and corrosion mitigation\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Effects of manufacturing processes and process selection\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Property development in metals, ceramics, polymers and composites\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Material analysis techniques\"}]}","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_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-789789da373eecc1ff75f626","output_id":"4e375b899a66c3db49503b15cca6ad4b85cb2dfffda652863033c781eb465178","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_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"44ef6c10d91b28f012e11b914eac467773cc5e9d474f8278b9e67ea36fa3e863","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n5\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"(M S & E 350andM E 310), M E 313,M S & E 332, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(M S & E 350andM E 310)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"M E 313\",\"course\":null,\"evidence\":\"M E 313\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":350,\"minimum_grade\":null,\"subjects\":[\"MS&E\"],\"timing\":\"prior\"},\"evidence\":\"M S & E 350\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 310\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":332,\"minimum_grade\":null,\"subjects\":[\"MS&E\"],\"timing\":\"prior\"},\"evidence\":\"M S & E 332\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[\"ME 313 preserved as verbatim condition node as it is absent from linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"44ef6c10d91b28f012e11b914eac467773cc5e9d474f8278b9e67ea36fa3e863","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 310\",\"field\":\"description\",\"quote\":\"Introduction to all important aspects of polymer processing and engineering including polymeric materials, material properties, design and manufacturing considerations, processing methods, part performance, post-consumer recycling and upcycling, societal responsibilities and ethics, and various techniques for modeling in materials processing like dimensional analysis, design of experiments, analytical solutions, and computer simulation.\"},{\"course_id\":\"MS&E 332\",\"field\":\"description\",\"quote\":\"Topics include: ironmaking and steelmaking; production of Cu, Zn, Al and Mg by electrolysis; solidification processing of alloys by ingot casting, continuous casting and directional solidification; growth of bulk single crystals of semiconductors and ceramics from melts.\"},{\"course_id\":\"MS&E 350\",\"field\":\"description\",\"quote\":\"The basic structures and resulting properties of solid materials, including phase equilibria, meta-stability, mechanical properties, failure, corrosion, and materials selection.\"}],\"text\":\"Foundational knowledge in materials science, manufacturing processes, and polymer engineering.\"}],\"search_phrases\":[\"materials selection design\",\"fracture mechanics corrosion\",\"manufacturing process selection\",\"property development metals ceramics polymers composites\",\"material analysis techniques\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"A structured approach is developed to address the complex problem of materials selection in design where multiple constraints and conflicting objectives need to be considered.\"}],\"text\":\"Structured materials selection in design under constraints and conflicting objectives.\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Analysis of fracture mechanics, corrosion, manufacturing effects, property development, and material analysis.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"title\",\"quote\":\"ADVANCED MATERIALS SELECTION\"},{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"A structured approach is developed to address the complex problem of materials selection in design where multiple constraints and conflicting objectives need to be considered.\"}],\"text\":\"ME 437 teaches a structured approach to materials selection in design, covering fracture mechanics, corrosion, manufacturing, and material properties.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Introductory fracture mechanics\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Corrosion and corrosion mitigation\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Effects of manufacturing processes and process selection\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Property development in metals, ceramics, polymers and composites\"},{\"evidence\":[{\"course_id\":\"ME 437\",\"field\":\"description\",\"quote\":\"Topics include: introductory fracture mechanics; corrosion and corrosion mitigation; effects of manufacturing processes and process selection; property development in metals, ceramics, polymers and composites; and material analysis techniques.\"}],\"text\":\"Material analysis techniques\"}]}","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_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"44ef6c10d91b28f012e11b914eac467773cc5e9d474f8278b9e67ea36fa3e863","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_828b8642951baad0f6dd6d5a","course_id":"ME 437","catalog_version_id":"a03170f10e936103fd8e8f3b1bcea8d608d99969694e487e38bfd822564af57a","record_version_id":"cabbe13f46e20d2474b94f08e6866135c830d1afc525409f0fce8f9611e0fd70","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"44ef6c10d91b28f012e11b914eac467773cc5e9d474f8278b9e67ea36fa3e863","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"fc94db4862340286017a22d5b29455c4db89f3bc6f735379e99c91251c09008f\",\"course_id\":\"ME 437\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ME 437\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"ed616c16-aed3-340f-b776-195bf084fcd5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ME 437\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"ed616c16-aed3-340f-b776-195bf084fcd5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ME 437\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"ed616c16-aed3-340f-b776-195bf084fcd5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.39 GPA, 54.5% A/AB (n=22 letter grades); Spring 2025: 3.40 GPA, 53.3% A/AB (n=30 letter grades); Spring 2026: 3.21 GPA, 46.2% A/AB (n=26 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}]