[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2dee774dc29d5def9e55c7423eed0c0ca77553121c570970617ef2e630aa1ca4","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 376,E C E 376,230, or (B M E 201andB M E 310), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 376\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 376\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":230,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"230\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"(B M E 201andB M E 310)\",\"id\":\"n4\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"BME\"],\"timing\":\"prior\"},\"evidence\":\"B M E 201\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"BME\"],\"timing\":\"prior\"},\"evidence\":\"B M E 310\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n7\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n8\",\"kind\":\"condition\"}],\"notes\":[\"Course reference '230' in requirements_text is ambiguous; linked_courses identifies it as ECE 230. Parsed as ECE 230 based on context of circuit analysis prerequisites.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n0 references itself; remove the self-reference.\nNode n4 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n3, n4, n5, n6, n7, n8; 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_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2dee774dc29d5def9e55c7423eed0c0ca77553121c570970617ef2e630aa1ca4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 376\",\"field\":\"description\",\"quote\":\"Fundamentals of DC and AC circuit analysis and design, stressing tools needed to understand circuits typically used in instrumentation and control of physical systems (sensors/actuators); an introduction to the design of active and passive linear circuits for buffering and filtering signals; an introduction to digital circuits, Boolean logic, programming, especially as needed for computer interface operations in mechanical engineering applications (example: embedded microcontrollers\"},{\"course_id\":\"ECE 376\",\"field\":\"description\",\"quote\":\"Ohm's law, Kirchhoff's laws, resistive circuits, nodal and mesh analysis, superposition, equivalent circuits using Thevenin and Norton Theorems, op amps and op amp circuits, capacitors and inductors in first-order circuits, sinusoidal steady state, phasors\"},{\"course_id\":\"BME 201\",\"field\":\"description\",\"quote\":\"Hands-on skills including electronics, programming, computer-aided design, machining\"},{\"course_id\":\"BME 310\",\"field\":\"description\",\"quote\":\"Bioinstrumentation covering clinical and research measurements\"}],\"text\":\"Circuit analysis, electronics, programming, and instrumentation fundamentals\"}],\"search_phrases\":[\"mechatronics control systems\",\"microcontroller programming C\",\"electromechanical design\",\"sensor actuator integration\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"C programming\"}],\"text\":\"C programming\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Integration of microcontrollers into products for control and/or instrumentation\"}],\"text\":\"Microcontroller integration\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Creation of intelligent interfaces between motors and sensors\"}],\"text\":\"Motor and sensor interface design\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Control computer system architecture Software and hardware principles for computer control\"}],\"text\":\"Control system architecture\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"title\",\"quote\":\"MECHATRONICS IN CONTROL & PRODUCT REALIZATION\"},{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Fundamentals of electromechanical control systems with a focus on subsystem design and their impacts at the system level\"}],\"text\":\"ME 445 teaches electromechanical control system design, microcontroller integration, and intelligent sensor/motor interfaces.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"subsystem design and their impacts at the system level\"}],\"text\":\"Subsystems and system-level design\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Integration of microcontrollers into products for control and/or instrumentation\"}],\"text\":\"Microcontroller applications\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Control computer system architecture Software and hardware principles for computer control\"}],\"text\":\"Computer control principles\"}]}","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_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"2dee774dc29d5def9e55c7423eed0c0ca77553121c570970617ef2e630aa1ca4","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_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"55ca98f01b587970033b391d1e5bd2aaa38c82f56ea385a5cacac4c439a9421d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\",\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 376,E C E 376,230, or (B M E 201andB M E 310), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 376\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 376\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":230,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"230\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(B M E 201andB M E 310)\",\"id\":\"n4\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"BME\"],\"timing\":\"prior\"},\"evidence\":\"B M E 201\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"BME\"],\"timing\":\"prior\"},\"evidence\":\"B M E 310\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n7\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n8\",\"kind\":\"condition\"}],\"notes\":[\"Course reference '230' in requirements_text is ambiguous; linked_courses identifies it as ECE 230. Parsed as ECE 230 based on context of circuit analysis prerequisites.\"],\"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_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"55ca98f01b587970033b391d1e5bd2aaa38c82f56ea385a5cacac4c439a9421d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 376\",\"field\":\"description\",\"quote\":\"Fundamentals of DC and AC circuit analysis and design, stressing tools needed to understand circuits typically used in instrumentation and control of physical systems (sensors/actuators); an introduction to the design of active and passive linear circuits for buffering and filtering signals; an introduction to digital circuits, Boolean logic, programming, especially as needed for computer interface operations in mechanical engineering applications (example: embedded microcontrollers\"},{\"course_id\":\"ECE 376\",\"field\":\"description\",\"quote\":\"Ohm's law, Kirchhoff's laws, resistive circuits, nodal and mesh analysis, superposition, equivalent circuits using Thevenin and Norton Theorems, op amps and op amp circuits, capacitors and inductors in first-order circuits, sinusoidal steady state, phasors\"},{\"course_id\":\"BME 201\",\"field\":\"description\",\"quote\":\"Hands-on skills including electronics, programming, computer-aided design, machining\"},{\"course_id\":\"BME 310\",\"field\":\"description\",\"quote\":\"Bioinstrumentation covering clinical and research measurements\"}],\"text\":\"Circuit analysis, electronics, programming, and instrumentation fundamentals\"}],\"search_phrases\":[\"mechatronics control systems\",\"microcontroller programming C\",\"electromechanical design\",\"sensor actuator integration\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"C programming\"}],\"text\":\"C programming\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Integration of microcontrollers into products for control and/or instrumentation\"}],\"text\":\"Microcontroller integration\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Creation of intelligent interfaces between motors and sensors\"}],\"text\":\"Motor and sensor interface design\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Control computer system architecture Software and hardware principles for computer control\"}],\"text\":\"Control system architecture\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"title\",\"quote\":\"MECHATRONICS IN CONTROL & PRODUCT REALIZATION\"},{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Fundamentals of electromechanical control systems with a focus on subsystem design and their impacts at the system level\"}],\"text\":\"ME 445 teaches electromechanical control system design, microcontroller integration, and intelligent sensor/motor interfaces.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"subsystem design and their impacts at the system level\"}],\"text\":\"Subsystems and system-level design\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Integration of microcontrollers into products for control and/or instrumentation\"}],\"text\":\"Microcontroller applications\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Control computer system architecture Software and hardware principles for computer control\"}],\"text\":\"Computer control principles\"}]}","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_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"55ca98f01b587970033b391d1e5bd2aaa38c82f56ea385a5cacac4c439a9421d","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_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bffb5c058df888561f90bb77f45fecc147f8cbd17b5c46dc9c8ad11399a84106","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\",\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 376,E C E 376,230, or (B M E 201andB M E 310), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 376\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 376\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":230,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"230\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(B M E 201andB M E 310)\",\"id\":\"n4\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"BME\"],\"timing\":\"prior\"},\"evidence\":\"B M E 201\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"BME\"],\"timing\":\"prior\"},\"evidence\":\"B M E 310\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n7\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n8\",\"kind\":\"condition\"}],\"notes\":[\"Course reference '230' in requirements_text is ambiguous; linked_courses identifies it as ECE 230. Parsed as ECE 230 based on context of circuit analysis prerequisites.\"],\"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_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bffb5c058df888561f90bb77f45fecc147f8cbd17b5c46dc9c8ad11399a84106","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 376\",\"field\":\"description\",\"quote\":\"Fundamentals of DC and AC circuit analysis and design, stressing tools needed to understand circuits typically used in instrumentation and control of physical systems (sensors/actuators); an introduction to the design of active and passive linear circuits for buffering and filtering signals; an introduction to digital circuits, Boolean logic, programming, especially as needed for computer interface operations in mechanical engineering applications (example: embedded microcontrollers\"},{\"course_id\":\"ECE 376\",\"field\":\"description\",\"quote\":\"Ohm's law, Kirchhoff's laws, resistive circuits, nodal and mesh analysis, superposition, equivalent circuits using Thevenin and Norton Theorems, op amps and op amp circuits, capacitors and inductors in first-order circuits, sinusoidal steady state, phasors\"},{\"course_id\":\"BME 201\",\"field\":\"description\",\"quote\":\"Hands-on skills including electronics, programming, computer-aided design, machining\"},{\"course_id\":\"BME 310\",\"field\":\"description\",\"quote\":\"Bioinstrumentation covering clinical and research measurements\"}],\"text\":\"Circuit analysis, electronics, programming, and instrumentation fundamentals\"}],\"search_phrases\":[\"mechatronics control systems\",\"microcontroller programming C\",\"electromechanical design\",\"sensor actuator integration\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"C programming\"}],\"text\":\"C programming\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Integration of microcontrollers into products for control and/or instrumentation\"}],\"text\":\"Microcontroller integration\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Creation of intelligent interfaces between motors and sensors\"}],\"text\":\"Motor and sensor interface design\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Control computer system architecture Software and hardware principles for computer control\"}],\"text\":\"Control system architecture\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"title\",\"quote\":\"MECHATRONICS IN CONTROL & PRODUCT REALIZATION\"},{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Fundamentals of electromechanical control systems with a focus on subsystem design and their impacts at the system level\"}],\"text\":\"ME 445 teaches electromechanical control system design, microcontroller integration, and intelligent sensor/motor interfaces.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"subsystem design and their impacts at the system level\"}],\"text\":\"Subsystems and system-level design\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Integration of microcontrollers into products for control and/or instrumentation\"}],\"text\":\"Microcontroller applications\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Control computer system architecture Software and hardware principles for computer control\"}],\"text\":\"Computer control principles\"}]}","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_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-789789da373eecc1ff75f626","output_id":"bffb5c058df888561f90bb77f45fecc147f8cbd17b5c46dc9c8ad11399a84106","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_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5520361f59b6fc8151cc6aaac69c189ca7603f88c2578a77a6b37ff4b2cd8d6f","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\",\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 376,E C E 376,230, or (B M E 201andB M E 310), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 376\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 376\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":230,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"230\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(B M E 201andB M E 310)\",\"id\":\"n4\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":201,\"minimum_grade\":null,\"subjects\":[\"BME\"],\"timing\":\"prior\"},\"evidence\":\"B M E 201\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":310,\"minimum_grade\":null,\"subjects\":[\"BME\"],\"timing\":\"prior\"},\"evidence\":\"B M E 310\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n7\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n8\",\"kind\":\"condition\"}],\"notes\":[\"Course reference '230' in requirements_text is ambiguous; linked_courses identifies it as ECE 230. Parsed as ECE 230 based on context of circuit analysis prerequisites.\"],\"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_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5520361f59b6fc8151cc6aaac69c189ca7603f88c2578a77a6b37ff4b2cd8d6f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 376\",\"field\":\"description\",\"quote\":\"Fundamentals of DC and AC circuit analysis and design, stressing tools needed to understand circuits typically used in instrumentation and control of physical systems (sensors/actuators); an introduction to the design of active and passive linear circuits for buffering and filtering signals; an introduction to digital circuits, Boolean logic, programming, especially as needed for computer interface operations in mechanical engineering applications (example: embedded microcontrollers\"},{\"course_id\":\"ECE 376\",\"field\":\"description\",\"quote\":\"Ohm's law, Kirchhoff's laws, resistive circuits, nodal and mesh analysis, superposition, equivalent circuits using Thevenin and Norton Theorems, op amps and op amp circuits, capacitors and inductors in first-order circuits, sinusoidal steady state, phasors\"},{\"course_id\":\"BME 201\",\"field\":\"description\",\"quote\":\"Hands-on skills including electronics, programming, computer-aided design, machining\"},{\"course_id\":\"BME 310\",\"field\":\"description\",\"quote\":\"Bioinstrumentation covering clinical and research measurements\"}],\"text\":\"Circuit analysis, electronics, programming, and instrumentation fundamentals\"}],\"search_phrases\":[\"mechatronics control systems\",\"microcontroller programming C\",\"electromechanical design\",\"sensor actuator integration\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"C programming\"}],\"text\":\"C programming\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Integration of microcontrollers into products for control and/or instrumentation\"}],\"text\":\"Microcontroller integration\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Creation of intelligent interfaces between motors and sensors\"}],\"text\":\"Motor and sensor interface design\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Control computer system architecture Software and hardware principles for computer control\"}],\"text\":\"Control system architecture\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"title\",\"quote\":\"MECHATRONICS IN CONTROL & PRODUCT REALIZATION\"},{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Fundamentals of electromechanical control systems with a focus on subsystem design and their impacts at the system level\"}],\"text\":\"ME 445 teaches electromechanical control system design, microcontroller integration, and intelligent sensor/motor interfaces.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"subsystem design and their impacts at the system level\"}],\"text\":\"Subsystems and system-level design\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Integration of microcontrollers into products for control and/or instrumentation\"}],\"text\":\"Microcontroller applications\"},{\"evidence\":[{\"course_id\":\"ME 445\",\"field\":\"description\",\"quote\":\"Control computer system architecture Software and hardware principles for computer control\"}],\"text\":\"Computer control principles\"}]}","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_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5520361f59b6fc8151cc6aaac69c189ca7603f88c2578a77a6b37ff4b2cd8d6f","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_3b6feefbae77aa3bb1b7540f","course_id":"ME 445","catalog_version_id":"63fa5a6fafd237098d78f2366f233f9ece676a39ead5f3b5dfffcf00def7cde3","record_version_id":"36a07b0290a27f9390436e81fc22ff9ac7a87f62eac967366f3ee82f3284d17f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"5520361f59b6fc8151cc6aaac69c189ca7603f88c2578a77a6b37ff4b2cd8d6f","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"72e4dbe9f715b20dd38b33cae1b8270cdb7505c6e82c762cc4ff7448c6fc79c8\",\"course_id\":\"ME 445\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ME 445\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4738db75-bddc-35f5-b485-a9a54bd2de3b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ME 445\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4738db75-bddc-35f5-b485-a9a54bd2de3b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ME 445\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4738db75-bddc-35f5-b485-a9a54bd2de3b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2020: 3.64 GPA, 72.7% A/AB (n=11 letter grades); Fall 2021: 3.62 GPA, 75.0% A/AB (n=12 letter grades); Fall 2022: 3.19 GPA, 31.2% A/AB (n=16 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}]