[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"87e31d6f9b1c0db386be0ddb76ff5136170e91ad03b8db2ee38722c5111b75b9","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":748,\"minimum_grade\":null,\"subjects\":[\"ECE\",\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":748,\"minimum_grade\":null,\"subjects\":[\"ECE\",\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"course\"}],\"notes\":[\"The requirements_text 'Graduate/professional standing' is a standing requirement, not a specific course. The node n1 is a placeholder for the course itself to satisfy schema, but the actual requirement is the standing condition in n0. This树\",\"The requirements_text does not specify a course number, so the course node n1 is inferred from the course_id. The standing requirement is the primary constraint.\",\"The requirements_text 'Graduate/professional standing' is a condition, not a course. The node n0 is a condition node. The node n1 is a course node for the course itself, but this is not a prerequisite. This is a bit ambiguous. The standing\",\"The requirements_text 'Graduate/professional standing' is a condition. The node n0 is a condition node. The node n1 is a course node for the course itself, but this is not a prerequisite. This is a bit ambiguous. The standing\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Unreachable nodes: n1; 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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"87e31d6f9b1c0db386be0ddb76ff5136170e91ad03b8db2ee38722c5111b75b9","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 320\",\"field\":\"description\",\"quote\":\"Static and dynamic electromagnetic fields; forces and work in electromechanical systems; magnetic circuits; plane wave propagation\"},{\"course_id\":\"PHYSICS 321\",\"field\":\"description\",\"quote\":\"Direct current circuits, circuit theorems, alternating current circuits, transients, non-sinusoidal sources, Fourier analysis\"},{\"course_id\":\"ME 340\",\"field\":\"description\",\"quote\":\"Mathematical modeling and analysis of dynamic systems with mechanical, thermal, and fluid elements. Topics: time domain solutions, analog computer simulation, linearization techniques, block diagram representation, numerical methods and frequency domain solutions\"},{\"course_id\":\"EMA/ME 440\",\"field\":\"description\",\"quote\":\"Harmonic motion; natural frequencies and vibration of damped and undamped single and multi-degree of freedom systems; general theory of free, forced, and transient vibrations modal analysis\"}],\"text\":\"Knowledge of electromagnetics, mechanics, or vibrations\"},{\"evidence\":[{\"course_id\":\"ME 340\",\"field\":\"description\",\"quote\":\"Students are assumed to have basic competence in particle and planar rigid body dynamics, matrix and vector algebra, and linear differential equations\"}],\"text\":\"Basic competence in dynamics, matrix/vector algebra, and linear differential equations\"}],\"search_phrases\":[\"linear wave phenomena\",\"asymptotic methods\",\"Lagrangian Hamiltonian formulations\",\"wave equations constant coefficients\",\"inhomogenous media random media\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media. Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Analysis of linear wave phenomena in various dimensions and media\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Application of Lagrangian/Hamiltonian formulations and asymptotic methods\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media. Lagrangian and Hamiltonian formulations; asymptotic methods\"},{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"title\",\"quote\":\"LINEAR WAVES\"}],\"text\":\"ECE/PHYSICS 748 covers linear wave phenomena, wave equations, and asymptotic methods using Lagrangian and Hamiltonian formulations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media\"}],\"text\":\"Linear wave phenomena and wave equations\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Lagrangian and Hamiltonian formulations\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"asymptotic methods\"}],\"text\":\"Asymptotic methods\"}]}","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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"87e31d6f9b1c0db386be0ddb76ff5136170e91ad03b8db2ee38722c5111b75b9","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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"aeb5ea5c209da14bf10db02cf362e6d4fdcd82913cbb2870caa5bf1027a32625","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The requirement is simply graduate/professional standing, which is a condition on the student's status, not a specific prerequisite course.\"],\"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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"aeb5ea5c209da14bf10db02cf362e6d4fdcd82913cbb2870caa5bf1027a32625","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 320\",\"field\":\"description\",\"quote\":\"Static and dynamic electromagnetic fields; forces and work in electromechanical systems; magnetic circuits; plane wave propagation\"},{\"course_id\":\"PHYSICS 321\",\"field\":\"description\",\"quote\":\"Direct current circuits, circuit theorems, alternating current circuits, transients, non-sinusoidal sources, Fourier analysis\"},{\"course_id\":\"ME 340\",\"field\":\"description\",\"quote\":\"Mathematical modeling and analysis of dynamic systems with mechanical, thermal, and fluid elements. Topics: time domain solutions, analog computer simulation, linearization techniques, block diagram representation, numerical methods and frequency domain solutions\"},{\"course_id\":\"EMA/ME 440\",\"field\":\"description\",\"quote\":\"Harmonic motion; natural frequencies and vibration of damped and undamped single and multi-degree of freedom systems; general theory of free, forced, and transient vibrations modal analysis\"}],\"text\":\"Knowledge of electromagnetics, mechanics, or vibrations\"},{\"evidence\":[{\"course_id\":\"ME 340\",\"field\":\"description\",\"quote\":\"Students are assumed to have basic competence in particle and planar rigid body dynamics, matrix and vector algebra, and linear differential equations\"}],\"text\":\"Basic competence in dynamics, matrix/vector algebra, and linear differential equations\"}],\"search_phrases\":[\"linear wave phenomena\",\"asymptotic methods\",\"Lagrangian Hamiltonian formulations\",\"wave equations constant coefficients\",\"inhomogenous media random media\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media. Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Analysis of linear wave phenomena in various dimensions and media\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Application of Lagrangian/Hamiltonian formulations and asymptotic methods\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media. Lagrangian and Hamiltonian formulations; asymptotic methods\"},{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"title\",\"quote\":\"LINEAR WAVES\"}],\"text\":\"ECE/PHYSICS 748 covers linear wave phenomena, wave equations, and asymptotic methods using Lagrangian and Hamiltonian formulations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media\"}],\"text\":\"Linear wave phenomena and wave equations\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Lagrangian and Hamiltonian formulations\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"asymptotic methods\"}],\"text\":\"Asymptotic methods\"}]}","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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"aeb5ea5c209da14bf10db02cf362e6d4fdcd82913cbb2870caa5bf1027a32625","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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-789789da373eecc1ff75f626","output_id":"b43c27ba425ad8a1f8d3be348861b50658ccfe8eb7c60cd2bb5f67ffe83a5ef0","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The requirement is simply graduate/professional standing, which is a condition on the student's status, not a specific prerequisite course.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Non-course conditions must preserve verbatim source text","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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-789789da373eecc1ff75f626","output_id":"b43c27ba425ad8a1f8d3be348861b50658ccfe8eb7c60cd2bb5f67ffe83a5ef0","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 320\",\"field\":\"description\",\"quote\":\"Static and dynamic electromagnetic fields; forces and work in electromechanical systems; magnetic circuits; plane wave propagation\"},{\"course_id\":\"PHYSICS 321\",\"field\":\"description\",\"quote\":\"Direct current circuits, circuit theorems, alternating current circuits, transients, non-sinusoidal sources, Fourier analysis\"},{\"course_id\":\"ME 340\",\"field\":\"description\",\"quote\":\"Mathematical modeling and analysis of dynamic systems with mechanical, thermal, and fluid elements. Topics: time domain solutions, analog computer simulation, linearization techniques, block diagram representation, numerical methods and frequency domain solutions\"},{\"course_id\":\"EMA/ME 440\",\"field\":\"description\",\"quote\":\"Harmonic motion; natural frequencies and vibration of damped and undamped single and multi-degree of freedom systems; general theory of free, forced, and transient vibrations modal analysis\"}],\"text\":\"Knowledge of electromagnetics, mechanics, or vibrations\"},{\"evidence\":[{\"course_id\":\"ME 340\",\"field\":\"description\",\"quote\":\"Students are assumed to have basic competence in particle and planar rigid body dynamics, matrix and vector algebra, and linear differential equations\"}],\"text\":\"Basic competence in dynamics, matrix/vector algebra, and linear differential equations\"}],\"search_phrases\":[\"linear wave phenomena\",\"asymptotic methods\",\"Lagrangian Hamiltonian formulations\",\"wave equations constant coefficients\",\"inhomogenous media random media\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media. Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Analysis of linear wave phenomena in various dimensions and media\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Application of Lagrangian/Hamiltonian formulations and asymptotic methods\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media. Lagrangian and Hamiltonian formulations; asymptotic methods\"},{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"title\",\"quote\":\"LINEAR WAVES\"}],\"text\":\"ECE/PHYSICS 748 covers linear wave phenomena, wave equations, and asymptotic methods using Lagrangian and Hamiltonian formulations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media\"}],\"text\":\"Linear wave phenomena and wave equations\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Lagrangian and Hamiltonian formulations\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"asymptotic methods\"}],\"text\":\"Asymptotic methods\"}]}","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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-789789da373eecc1ff75f626","output_id":"b43c27ba425ad8a1f8d3be348861b50658ccfe8eb7c60cd2bb5f67ffe83a5ef0","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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c8074ff3a6582d6f55719076f1f091737c6379c28c7f16dfc1cf747bf2daf9c3","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The requirement is simply graduate/professional standing, which is a condition on the student's status, not a specific prerequisite course.\"],\"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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c8074ff3a6582d6f55719076f1f091737c6379c28c7f16dfc1cf747bf2daf9c3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 320\",\"field\":\"description\",\"quote\":\"Static and dynamic electromagnetic fields; forces and work in electromechanical systems; magnetic circuits; plane wave propagation\"},{\"course_id\":\"PHYSICS 321\",\"field\":\"description\",\"quote\":\"Direct current circuits, circuit theorems, alternating current circuits, transients, non-sinusoidal sources, Fourier analysis\"},{\"course_id\":\"ME 340\",\"field\":\"description\",\"quote\":\"Mathematical modeling and analysis of dynamic systems with mechanical, thermal, and fluid elements. Topics: time domain solutions, analog computer simulation, linearization techniques, block diagram representation, numerical methods and frequency domain solutions\"},{\"course_id\":\"EMA/ME 440\",\"field\":\"description\",\"quote\":\"Harmonic motion; natural frequencies and vibration of damped and undamped single and multi-degree of freedom systems; general theory of free, forced, and transient vibrations modal analysis\"}],\"text\":\"Knowledge of electromagnetics, mechanics, or vibrations\"},{\"evidence\":[{\"course_id\":\"ME 340\",\"field\":\"description\",\"quote\":\"Students are assumed to have basic competence in particle and planar rigid body dynamics, matrix and vector algebra, and linear differential equations\"}],\"text\":\"Basic competence in dynamics, matrix/vector algebra, and linear differential equations\"}],\"search_phrases\":[\"linear wave phenomena\",\"asymptotic methods\",\"Lagrangian Hamiltonian formulations\",\"wave equations constant coefficients\",\"inhomogenous media random media\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media. Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Analysis of linear wave phenomena in various dimensions and media\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Application of Lagrangian/Hamiltonian formulations and asymptotic methods\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media. Lagrangian and Hamiltonian formulations; asymptotic methods\"},{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"title\",\"quote\":\"LINEAR WAVES\"}],\"text\":\"ECE/PHYSICS 748 covers linear wave phenomena, wave equations, and asymptotic methods using Lagrangian and Hamiltonian formulations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media\"}],\"text\":\"Linear wave phenomena and wave equations\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Lagrangian and Hamiltonian formulations\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"asymptotic methods\"}],\"text\":\"Asymptotic methods\"}]}","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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c8074ff3a6582d6f55719076f1f091737c6379c28c7f16dfc1cf747bf2daf9c3","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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c8074ff3a6582d6f55719076f1f091737c6379c28c7f16dfc1cf747bf2daf9c3","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"5b044d3288b380d2d251b2d1e9ea255c2b14ed4356bb9f99cc5d0766a83a60c4\",\"course_id\":\"ECE/PHYSICS 748\",\"current_instructors\":[{\"instructor_uid\":\"instructor_2c9a695a16e261fb2530c5a7\",\"message\":\"No course-specific reviews available\",\"name\":\"Chu Ma\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"ECE/PHYSICS 748\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d3eaf950-da79-3b58-a5dd-533256f10603\",\"source_record\":{\"entity_id\":\"d3eaf950-da79-3b58-a5dd-533256f10603\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECE/PHYSICS 748\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d3eaf950-da79-3b58-a5dd-533256f10603\",\"source_record\":{\"entity_id\":\"d3eaf950-da79-3b58-a5dd-533256f10603\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.83 GPA, 100.0% A/AB (n=6 letter grades); Fall 2024: 3.92 GPA, 100.0% A/AB (n=6 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECE/PHYSICS 748\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d3eaf950-da79-3b58-a5dd-533256f10603\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECE/PHYSICS 748\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d3eaf950-da79-3b58-a5dd-533256f10603\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECE/PHYSICS 748\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"d3eaf950-da79-3b58-a5dd-533256f10603\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2017: 3.75 GPA, 100.0% A/AB (n=10 letter grades); Fall 2022: 3.83 GPA, 100.0% A/AB (n=6 letter grades); Fall 2024: 3.92 GPA, 100.0% A/AB (n=6 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE/PHYSICS 748\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d3eaf950-da79-3b58-a5dd-533256f10603\",\"source_record\":{\"entity_id\":\"d3eaf950-da79-3b58-a5dd-533256f10603\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECE/PHYSICS 748\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"d3eaf950-da79-3b58-a5dd-533256f10603\",\"source_record\":{\"entity_id\":\"d3eaf950-da79-3b58-a5dd-533256f10603\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"CHU MA is recorded teaching in Fall 2022, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"f062b096dc3be42ccf1a5ae549883cc9f14beae33d9b5a8d0a3abb76302dd6f1","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The requirement is simply graduate/professional standing, which is a condition on the student's status, not a specific prerequisite course.\"],\"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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"f062b096dc3be42ccf1a5ae549883cc9f14beae33d9b5a8d0a3abb76302dd6f1","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 320\",\"field\":\"description\",\"quote\":\"Static and dynamic electromagnetic fields; forces and work in electromechanical systems; magnetic circuits; plane wave propagation\"},{\"course_id\":\"PHYSICS 321\",\"field\":\"description\",\"quote\":\"Direct current circuits, circuit theorems, alternating current circuits, transients, non-sinusoidal sources, Fourier analysis\"},{\"course_id\":\"ME 340\",\"field\":\"description\",\"quote\":\"Mathematical modeling and analysis of dynamic systems with mechanical, thermal, and fluid elements. Topics: time domain solutions, analog computer simulation, linearization techniques, block diagram representation, numerical methods and frequency domain solutions\"},{\"course_id\":\"EMA/ME 440\",\"field\":\"description\",\"quote\":\"Harmonic motion; natural frequencies and vibration of damped and undamped single and multi-degree of freedom systems; general theory of free, forced, and transient vibrations modal analysis\"}],\"text\":\"Knowledge of electromagnetics, mechanics, or vibrations\"},{\"evidence\":[{\"course_id\":\"ME 340\",\"field\":\"description\",\"quote\":\"Students are assumed to have basic competence in particle and planar rigid body dynamics, matrix and vector algebra, and linear differential equations\"}],\"text\":\"Basic competence in dynamics, matrix/vector algebra, and linear differential equations\"}],\"search_phrases\":[\"linear wave phenomena\",\"asymptotic methods\",\"Lagrangian Hamiltonian formulations\",\"wave equations constant coefficients\",\"inhomogenous media random media\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media. Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Analysis of linear wave phenomena in various dimensions and media\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Application of Lagrangian/Hamiltonian formulations and asymptotic methods\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media. Lagrangian and Hamiltonian formulations; asymptotic methods\"},{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"title\",\"quote\":\"LINEAR WAVES\"}],\"text\":\"ECE/PHYSICS 748 covers linear wave phenomena, wave equations, and asymptotic methods using Lagrangian and Hamiltonian formulations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"General considerations of linear wave phenomena; one dimensional waves; two and three dimensional waves; wave equations with constant coefficients; inhomogenous media; random media\"}],\"text\":\"Linear wave phenomena and wave equations\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"Lagrangian and Hamiltonian formulations; asymptotic methods\"}],\"text\":\"Lagrangian and Hamiltonian formulations\"},{\"evidence\":[{\"course_id\":\"ECE/PHYSICS 748\",\"field\":\"description\",\"quote\":\"asymptotic methods\"}],\"text\":\"Asymptotic methods\"}]}","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_7cfd532b4ace15f1243d4cc9","course_id":"ECE/PHYSICS 748","catalog_version_id":"21d08f85a63a44d3122286ad9d05f458a5f11fbcf7749801551378ece01bc2bc","record_version_id":"e694122dbf1bce3f3f4e5a953b3b9aec7a156ca1bcc1c0d00987bd5bcb0ebe53","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"f062b096dc3be42ccf1a5ae549883cc9f14beae33d9b5a8d0a3abb76302dd6f1","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}]