[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"6968a1ca5319ef94724608f21f9c3959c9922ca54520b2db27428b0f9732b61b","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(E C E 320orPHYSICS 322), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 320\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":322,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 322\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"6968a1ca5319ef94724608f21f9c3959c9922ca54520b2db27428b0f9732b61b","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 322\",\"field\":\"description\",\"quote\":\"Electrostatic fields, capacitance, multi-pole expansion, dielectric theory; magnetostatics; electromagnetic induction; magnetic properties of matter; Maxwell's equations and electromagnetic waves\"}],\"text\":\"Electrodynamics and electromagnetic field theory\"}],\"search_phrases\":[\"plasma physics introduction\",\"plasma waves instabilities\",\"kinetic theory plasmas\",\"ECE 525 prerequisites\",\"plasmas collective phenomena\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Basic description of plasmas: collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities, and introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Understanding plasma collective phenomena, waves, and instabilities\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Examples from fusion, astrophysical and materials processing processing plasmas\"}],\"text\":\"Applying plasma theory to fusion, astrophysical, and materials processing contexts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO PLASMAS\"},{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Basic description of plasmas: collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities, and introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Introduction to plasmas covering collective phenomena, waves, instabilities, and kinetic theory with applications to fusion and materials processing.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities\"}],\"text\":\"Plasma collective phenomena, sheaths, and fluid models\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Kinetic theory and nonlinear processes\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Examples from fusion, astrophysical and materials processing processing plasmas\"}],\"text\":\"Applications in fusion, astrophysics, and materials processing\"}]}","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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"6968a1ca5319ef94724608f21f9c3959c9922ca54520b2db27428b0f9732b61b","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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"4a8ba0c524f4e7c14fa2e267cbd2be4007fe1487e5329d0ac4b2c36b22692695","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(E C E 320orPHYSICS 322), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 320\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":322,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 322\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"4a8ba0c524f4e7c14fa2e267cbd2be4007fe1487e5329d0ac4b2c36b22692695","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 322\",\"field\":\"description\",\"quote\":\"Electrostatic fields, capacitance, multi-pole expansion, dielectric theory; magnetostatics; electromagnetic induction; magnetic properties of matter; Maxwell's equations and electromagnetic waves\"}],\"text\":\"Electrodynamics and electromagnetic field theory\"}],\"search_phrases\":[\"plasma physics introduction\",\"plasma waves instabilities\",\"kinetic theory plasmas\",\"ECE 525 prerequisites\",\"plasmas collective phenomena\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Basic description of plasmas: collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities, and introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Understanding plasma collective phenomena, waves, and instabilities\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Examples from fusion, astrophysical and materials processing processing plasmas\"}],\"text\":\"Applying plasma theory to fusion, astrophysical, and materials processing contexts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO PLASMAS\"},{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Basic description of plasmas: collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities, and introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Introduction to plasmas covering collective phenomena, waves, instabilities, and kinetic theory with applications to fusion and materials processing.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities\"}],\"text\":\"Plasma collective phenomena, sheaths, and fluid models\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Kinetic theory and nonlinear processes\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Examples from fusion, astrophysical and materials processing processing plasmas\"}],\"text\":\"Applications in fusion, astrophysics, and materials processing\"}]}","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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"4a8ba0c524f4e7c14fa2e267cbd2be4007fe1487e5329d0ac4b2c36b22692695","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Oliver is by far one of the best professors I've ever had. He truly cares about you learning the material rather than getting a grade. He is super helpful and will go out of his way to help you if he knows you need help. COVID-19 made everything online and he spends at least double the time preparing lectures and making sure we understand. Amazing!\",\"course_id\":\"ECE/NE/PHYSICS 525\",\"date\":\"2020-05-05 04:36:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3d22f8338c5bc3b028f1cb66\",\"instructor_id\":\"rmp:2174741\",\"instructor_name\":\"Oliver Schmitz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\"}],\"evidence_count\":1,\"review_ids\":[\"3d22f8338c5bc3b028f1cb66\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2174741\",\"name\":\"Oliver Schmitz\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Professor Oliver Schmitz is highly regarded for his clarity and dedication to student understanding, going out of his way to ensure students grasp the material.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Oliver is by far one of the best professors I've ever had. He truly cares about you learning the material rather than getting a grade. He is super helpful and will go out of his way to help you if he knows you need help. COVID-19 made everything online and he spends at least double the time preparing lectures and making sure we understand. Amazing!\",\"course_id\":\"ECE/NE/PHYSICS 525\",\"date\":\"2020-05-05 04:36:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3d22f8338c5bc3b028f1cb66\",\"instructor_id\":\"rmp:2174741\",\"instructor_name\":\"Oliver Schmitz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\"}],\"evidence_count\":1,\"review_ids\":[\"3d22f8338c5bc3b028f1cb66\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2174741\",\"name\":\"Oliver Schmitz\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"The instructor is described as one of the best, showing genuine care for student learning over grades and putting in extra effort, especially during the transition to online learning due to COVID-19.\"}]}","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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"29481cd611301a5e602adf9f41dcf56151aaec7307deb3b630d6535e7edc5ca4","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(E C E 320orPHYSICS 322), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 320\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":322,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 322\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"29481cd611301a5e602adf9f41dcf56151aaec7307deb3b630d6535e7edc5ca4","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 322\",\"field\":\"description\",\"quote\":\"Electrostatic fields, capacitance, multi-pole expansion, dielectric theory; magnetostatics; electromagnetic induction; magnetic properties of matter; Maxwell's equations and electromagnetic waves\"}],\"text\":\"Electrodynamics and electromagnetic field theory\"}],\"search_phrases\":[\"plasma physics introduction\",\"plasma waves instabilities\",\"kinetic theory plasmas\",\"ECE 525 prerequisites\",\"plasmas collective phenomena\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Basic description of plasmas: collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities, and introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Understanding plasma collective phenomena, waves, and instabilities\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Examples from fusion, astrophysical and materials processing processing plasmas\"}],\"text\":\"Applying plasma theory to fusion, astrophysical, and materials processing contexts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO PLASMAS\"},{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Basic description of plasmas: collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities, and introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Introduction to plasmas covering collective phenomena, waves, instabilities, and kinetic theory with applications to fusion and materials processing.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities\"}],\"text\":\"Plasma collective phenomena, sheaths, and fluid models\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Kinetic theory and nonlinear processes\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Examples from fusion, astrophysical and materials processing processing plasmas\"}],\"text\":\"Applications in fusion, astrophysics, and materials processing\"}]}","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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"29481cd611301a5e602adf9f41dcf56151aaec7307deb3b630d6535e7edc5ca4","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Oliver is by far one of the best professors I've ever had. He truly cares about you learning the material rather than getting a grade. He is super helpful and will go out of his way to help you if he knows you need help. COVID-19 made everything online and he spends at least double the time preparing lectures and making sure we understand. Amazing!\",\"course_id\":\"ECE/NE/PHYSICS 525\",\"date\":\"2020-05-05 04:36:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3d22f8338c5bc3b028f1cb66\",\"instructor_id\":\"rmp:2174741\",\"instructor_name\":\"Oliver Schmitz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\"}],\"evidence_count\":1,\"review_ids\":[\"3d22f8338c5bc3b028f1cb66\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2174741\",\"name\":\"Oliver Schmitz\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Professor Oliver Schmitz is highly regarded for his clarity and dedication to student understanding, going out of his way to ensure students grasp the material.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Oliver is by far one of the best professors I've ever had. He truly cares about you learning the material rather than getting a grade. He is super helpful and will go out of his way to help you if he knows you need help. COVID-19 made everything online and he spends at least double the time preparing lectures and making sure we understand. Amazing!\",\"course_id\":\"ECE/NE/PHYSICS 525\",\"date\":\"2020-05-05 04:36:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3d22f8338c5bc3b028f1cb66\",\"instructor_id\":\"rmp:2174741\",\"instructor_name\":\"Oliver Schmitz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\"}],\"evidence_count\":1,\"review_ids\":[\"3d22f8338c5bc3b028f1cb66\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2174741\",\"name\":\"Oliver Schmitz\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"The instructor is described as one of the best, showing genuine care for student learning over grades and putting in extra effort, especially during the transition to online learning due to COVID-19.\"}]}","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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"29481cd611301a5e602adf9f41dcf56151aaec7307deb3b630d6535e7edc5ca4","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"17628634db56bd8d4a89700d9ba1ac40ae902c202f4049d3032cc553127c775f\",\"course_id\":\"ECE/NE/PHYSICS 525\",\"current_instructors\":[{\"instructor_uid\":\"instructor_e8c00fc95e290b2ae443f5ce\",\"message\":\"No course-specific reviews available\",\"name\":\"Hong Qin\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE/NE/PHYSICS 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE/NE/PHYSICS 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.85 GPA, 90.0% A/AB (n=10 letter grades); Fall 2025: 3.67 GPA, 81.0% A/AB (n=21 letter grades); Spring 2026: 3.54 GPA, 76.9% A/AB (n=13 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"source_record\":{\"entity_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"OLIVER SCHMITZ is recorded teaching in Spring 2020. 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":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"93b4b8d1c72fcd98ed9f04e6f368191441238e335665d1b1f076a248767dd194","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(E C E 320orPHYSICS 322), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 320\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":322,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 322\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"93b4b8d1c72fcd98ed9f04e6f368191441238e335665d1b1f076a248767dd194","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 322\",\"field\":\"description\",\"quote\":\"Electrostatic fields, capacitance, multi-pole expansion, dielectric theory; magnetostatics; electromagnetic induction; magnetic properties of matter; Maxwell's equations and electromagnetic waves\"}],\"text\":\"Electrodynamics and electromagnetic field theory\"}],\"search_phrases\":[\"plasma physics introduction\",\"plasma waves instabilities\",\"kinetic theory plasmas\",\"ECE 525 prerequisites\",\"plasmas collective phenomena\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Basic description of plasmas: collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities, and introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Understanding plasma collective phenomena, waves, and instabilities\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Examples from fusion, astrophysical and materials processing processing plasmas\"}],\"text\":\"Applying plasma theory to fusion, astrophysical, and materials processing contexts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO PLASMAS\"},{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Basic description of plasmas: collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities, and introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Introduction to plasmas covering collective phenomena, waves, instabilities, and kinetic theory with applications to fusion and materials processing.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities\"}],\"text\":\"Plasma collective phenomena, sheaths, and fluid models\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Kinetic theory and nonlinear processes\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Examples from fusion, astrophysical and materials processing processing plasmas\"}],\"text\":\"Applications in fusion, astrophysics, and materials processing\"}]}","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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"93b4b8d1c72fcd98ed9f04e6f368191441238e335665d1b1f076a248767dd194","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Oliver is by far one of the best professors I've ever had. He truly cares about you learning the material rather than getting a grade. He is super helpful and will go out of his way to help you if he knows you need help. COVID-19 made everything online and he spends at least double the time preparing lectures and making sure we understand. Amazing!\",\"course_id\":\"ECE/NE/PHYSICS 525\",\"date\":\"2020-05-05 04:36:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3d22f8338c5bc3b028f1cb66\",\"instructor_id\":\"rmp:2174741\",\"instructor_name\":\"Oliver Schmitz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\"}],\"evidence_count\":1,\"review_ids\":[\"3d22f8338c5bc3b028f1cb66\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2174741\",\"name\":\"Oliver Schmitz\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Professor Oliver Schmitz is highly regarded for his clarity and dedication to student understanding, going out of his way to ensure students grasp the material.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Oliver is by far one of the best professors I've ever had. He truly cares about you learning the material rather than getting a grade. He is super helpful and will go out of his way to help you if he knows you need help. COVID-19 made everything online and he spends at least double the time preparing lectures and making sure we understand. Amazing!\",\"course_id\":\"ECE/NE/PHYSICS 525\",\"date\":\"2020-05-05 04:36:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3d22f8338c5bc3b028f1cb66\",\"instructor_id\":\"rmp:2174741\",\"instructor_name\":\"Oliver Schmitz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\"}],\"evidence_count\":1,\"review_ids\":[\"3d22f8338c5bc3b028f1cb66\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2174741\",\"name\":\"Oliver Schmitz\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"The instructor is described as one of the best, showing genuine care for student learning over grades and putting in extra effort, especially during the transition to online learning due to COVID-19.\"}]}","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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"93b4b8d1c72fcd98ed9f04e6f368191441238e335665d1b1f076a248767dd194","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"17628634db56bd8d4a89700d9ba1ac40ae902c202f4049d3032cc553127c775f\",\"course_id\":\"ECE/NE/PHYSICS 525\",\"current_instructors\":[{\"instructor_uid\":\"instructor_e8c00fc95e290b2ae443f5ce\",\"message\":\"No course-specific reviews available\",\"name\":\"Hong Qin\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Oliver Schmitz\",\"review_date\":\"2020-05-05 04:36:15 +0000 UTC\",\"review_id\":\"3d22f8338c5bc3b028f1cb66\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2174741\",\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\",\"type\":\"review\"}],\"text\":\"Historical reviews of Oliver Schmitz: The course was rated as difficult, with a difficulty rating of 4, reflecting the challenges of the material and the online format during the pandemic.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Oliver Schmitz\",\"review_date\":\"2020-05-05 04:36:15 +0000 UTC\",\"review_id\":\"3d22f8338c5bc3b028f1cb66\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2174741\",\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\",\"type\":\"review\"}],\"text\":\"Historical reviews for Oliver Schmitz describe him as highly caring and helpful, prioritizing student learning over grades. One reviewer noted he prepared extensive online lectures during the pandemic to ensure understanding, rating the course difficulty as moderate.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Oliver Schmitz\",\"review_date\":\"2020-05-05 04:36:15 +0000 UTC\",\"review_id\":\"3d22f8338c5bc3b028f1cb66\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2174741\",\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\",\"type\":\"review\"}],\"text\":\"Historical reviews for Oliver Schmitz describe an exceptional instructor who prioritizes student learning over grades and provides significant support, though his teaching occurred during the challenging online transition of the COVID-19 pandemic.\"},{\"citations\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE/NE/PHYSICS 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE/NE/PHYSICS 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.85 GPA, 90.0% A/AB (n=10 letter grades); Fall 2025: 3.67 GPA, 81.0% A/AB (n=21 letter grades); Spring 2026: 3.54 GPA, 76.9% A/AB (n=13 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Oliver Schmitz\",\"review_date\":\"2020-05-05 04:36:15 +0000 UTC\",\"review_id\":\"3d22f8338c5bc3b028f1cb66\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2174741\",\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\",\"type\":\"review\"}],\"text\":\"Historical reviews of Oliver Schmitz: Students found the instructor super helpful and caring, noting that he went out of his way to ensure understanding despite the increased preparation time required for online lectures.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"source_record\":{\"entity_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"OLIVER SCHMITZ is recorded teaching in Spring 2020. 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":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4040e09a088d075522074881bab0d06b82efc10faaf42b94b5c3f312780ff07d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(E C E 320orPHYSICS 322), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 320\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":322,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 322\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4040e09a088d075522074881bab0d06b82efc10faaf42b94b5c3f312780ff07d","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 322\",\"field\":\"description\",\"quote\":\"Electrostatic fields, capacitance, multi-pole expansion, dielectric theory; magnetostatics; electromagnetic induction; magnetic properties of matter; Maxwell's equations and electromagnetic waves\"}],\"text\":\"Electrodynamics and electromagnetic field theory\"}],\"search_phrases\":[\"plasma physics introduction\",\"plasma waves instabilities\",\"kinetic theory plasmas\",\"ECE 525 prerequisites\",\"plasmas collective phenomena\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Basic description of plasmas: collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities, and introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Understanding plasma collective phenomena, waves, and instabilities\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Examples from fusion, astrophysical and materials processing processing plasmas\"}],\"text\":\"Applying plasma theory to fusion, astrophysical, and materials processing contexts\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO PLASMAS\"},{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Basic description of plasmas: collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities, and introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Introduction to plasmas covering collective phenomena, waves, instabilities, and kinetic theory with applications to fusion and materials processing.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"collective phenomena and sheaths, collisional processes, single particle motions, fluid models, equilibria, waves, electromagnetic properties, instabilities\"}],\"text\":\"Plasma collective phenomena, sheaths, and fluid models\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"introduction to kinetic theory and nonlinear processes\"}],\"text\":\"Kinetic theory and nonlinear processes\"},{\"evidence\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"field\":\"description\",\"quote\":\"Examples from fusion, astrophysical and materials processing processing plasmas\"}],\"text\":\"Applications in fusion, astrophysics, and materials processing\"}]}","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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4040e09a088d075522074881bab0d06b82efc10faaf42b94b5c3f312780ff07d","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Oliver is by far one of the best professors I've ever had. He truly cares about you learning the material rather than getting a grade. He is super helpful and will go out of his way to help you if he knows you need help. COVID-19 made everything online and he spends at least double the time preparing lectures and making sure we understand. Amazing!\",\"course_id\":\"ECE/NE/PHYSICS 525\",\"date\":\"2020-05-05 04:36:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3d22f8338c5bc3b028f1cb66\",\"instructor_id\":\"rmp:2174741\",\"instructor_name\":\"Oliver Schmitz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\"}],\"evidence_count\":1,\"review_ids\":[\"3d22f8338c5bc3b028f1cb66\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2174741\",\"name\":\"Oliver Schmitz\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Professor Oliver Schmitz is highly regarded for his clarity and dedication to student understanding, going out of his way to ensure students grasp the material.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Oliver is by far one of the best professors I've ever had. He truly cares about you learning the material rather than getting a grade. He is super helpful and will go out of his way to help you if he knows you need help. COVID-19 made everything online and he spends at least double the time preparing lectures and making sure we understand. Amazing!\",\"course_id\":\"ECE/NE/PHYSICS 525\",\"date\":\"2020-05-05 04:36:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3d22f8338c5bc3b028f1cb66\",\"instructor_id\":\"rmp:2174741\",\"instructor_name\":\"Oliver Schmitz\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\"}],\"evidence_count\":1,\"review_ids\":[\"3d22f8338c5bc3b028f1cb66\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2174741\",\"name\":\"Oliver Schmitz\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"The instructor is described as one of the best, showing genuine care for student learning over grades and putting in extra effort, especially during the transition to online learning due to COVID-19.\"}]}","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_8b365a3b2face069c70fb074","course_id":"ECE/NE/PHYSICS 525","catalog_version_id":"30fc463c03306cdab8d6151f4b1abe04289ee58346cdeab75efcf6c639f95da8","record_version_id":"80d250fc8f0bdb20c948710d551ae1bc7102f609a173786f63b4819efff00c9d","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4040e09a088d075522074881bab0d06b82efc10faaf42b94b5c3f312780ff07d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"17628634db56bd8d4a89700d9ba1ac40ae902c202f4049d3032cc553127c775f\",\"course_id\":\"ECE/NE/PHYSICS 525\",\"current_instructors\":[{\"instructor_uid\":\"instructor_e8c00fc95e290b2ae443f5ce\",\"message\":\"No course-specific reviews available\",\"name\":\"Hong Qin\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Oliver Schmitz\",\"review_date\":\"2020-05-05 04:36:15 +0000 UTC\",\"review_id\":\"3d22f8338c5bc3b028f1cb66\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2174741\",\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\",\"type\":\"review\"}],\"text\":\"Historical reviews of Oliver Schmitz: The course was rated as difficult, with a difficulty rating of 4, reflecting the challenges of the material and the online format during the pandemic.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Oliver Schmitz\",\"review_date\":\"2020-05-05 04:36:15 +0000 UTC\",\"review_id\":\"3d22f8338c5bc3b028f1cb66\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2174741\",\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\",\"type\":\"review\"}],\"text\":\"No reviews are available for current instructor Hong Qin. Historical reviews for Oliver Schmitz describe him as highly caring and helpful, prioritizing student learning over grades. Reviewers noted he went out of his way to assist students and prepared extensive materials, especially during online instruction.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Oliver Schmitz\",\"review_date\":\"2020-05-05 04:36:15 +0000 UTC\",\"review_id\":\"3d22f8338c5bc3b028f1cb66\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2174741\",\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\",\"type\":\"review\"}],\"text\":\"Historical reviews for Oliver Schmitz describe an exceptional instructor who prioritizes student learning over grades and provides significant support, though his teaching occurred during the challenging online transition of the COVID-19 pandemic.\"},{\"citations\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE/NE/PHYSICS 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECE/NE/PHYSICS 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.85 GPA, 90.0% A/AB (n=10 letter grades); Fall 2025: 3.67 GPA, 81.0% A/AB (n=21 letter grades); Spring 2026: 3.54 GPA, 76.9% A/AB (n=13 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Oliver Schmitz\",\"review_date\":\"2020-05-05 04:36:15 +0000 UTC\",\"review_id\":\"3d22f8338c5bc3b028f1cb66\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2174741\",\"source_review_id\":\"UmF0aW5nLTMzMjA0MjYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2174741\",\"type\":\"review\"}],\"text\":\"Historical reviews of Oliver Schmitz: Students found the instructor super helpful and caring, noting that he went out of his way to ensure understanding despite the increased preparation time required for online lectures.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE/NE/PHYSICS 525\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"source_record\":{\"entity_id\":\"0caa8f69-20d9-3539-b7d8-ba40f93196e7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"OLIVER SCHMITZ is recorded teaching in Spring 2020. 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}]