[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"68468add8e5619d38cdee198136678a0c2c724ee95b3feb231bfb2741c084a51","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 230or376, graduate/professional standing, member of Engineering Guest Students, or declared in Capstone Certificate in Power Conversion and Control\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":230,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 230\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"376\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[\"Reference 'declared in Capstone Certificate in Power Conversion and Control' is a condition but lacks a canonical course ID in linked_courses; treated as verbatim condition leaf.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"68468add8e5619d38cdee198136678a0c2c724ee95b3feb231bfb2741c084a51","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 230\",\"field\":\"description\",\"quote\":\"Ohm's law, Kirchhoff's laws, resistive circuits, nodal and mesh analysis, superposition, equivalent circuits using Thevenin-Norton theories, op amps and op amp circuits, first-order circuits, second-order circuits, sinusoidal steady state, phasors, RMS value, complex power, power factor, mutual inductance, linear and ideal transformers, ideal filters and transfer functions.\"},{\"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, RMS value, complex power, power factor, mutual inductance, linear and ideal transformers.\"}],\"text\":\"Circuit analysis fundamentals including resistive, first/second-order, and sinusoidal steady-state circuits, phasors, and transformers.\"}],\"search_phrases\":[\"electromechanical energy conversion\",\"electric motors generators\",\"electromechanical transducers\",\"coupled circuit analysis\",\"force and emf production\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Energy storage and conversion, force and emf production, coupled circuit analysis of systems with both electrical and mechanical inputs.\"}],\"text\":\"Analyze coupled electromechanical systems and understand energy conversion principles.\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Applications to electric motors and generators and other electromechanical transducers.\"}],\"text\":\"Apply circuit analysis to electric motors, generators, and transducers.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Energy storage and conversion, force and emf production, coupled circuit analysis of systems with both electrical and mechanical inputs. Applications to electric motors and generators and other electromechanical transducers.\"}],\"text\":\"Covers electromechanical energy conversion, coupled circuit analysis, and applications to motors, generators, and transducers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Energy storage and conversion\"}],\"text\":\"Energy storage and conversion\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"force and emf production\"}],\"text\":\"Force and EMF production\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"coupled circuit analysis\"}],\"text\":\"Coupled circuit analysis\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"electric motors and generators\"}],\"text\":\"Electric motors and generators\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"electromechanical transducers\"}],\"text\":\"Electromechanical transducers\"}]}","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_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"68468add8e5619d38cdee198136678a0c2c724ee95b3feb231bfb2741c084a51","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_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"51c8977797a34f243a0f2048fcc4a556a636ebe1d9bf21c4e6ac7979ad908756","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 230or376, graduate/professional standing, member of Engineering Guest Students, or declared in Capstone Certificate in Power Conversion and Control\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":230,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 230\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"376\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[\"Reference 'declared in Capstone Certificate in Power Conversion and Control' is a condition but lacks a canonical course ID in linked_courses; treated as verbatim condition leaf.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"51c8977797a34f243a0f2048fcc4a556a636ebe1d9bf21c4e6ac7979ad908756","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 230\",\"field\":\"description\",\"quote\":\"Ohm's law, Kirchhoff's laws, resistive circuits, nodal and mesh analysis, superposition, equivalent circuits using Thevenin-Norton theories, op amps and op amp circuits, first-order circuits, second-order circuits, sinusoidal steady state, phasors, RMS value, complex power, power factor, mutual inductance, linear and ideal transformers, ideal filters and transfer functions.\"},{\"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, RMS value, complex power, power factor, mutual inductance, linear and ideal transformers.\"}],\"text\":\"Circuit analysis fundamentals including resistive, first/second-order, and sinusoidal steady-state circuits, phasors, and transformers.\"}],\"search_phrases\":[\"electromechanical energy conversion\",\"electric motors generators\",\"electromechanical transducers\",\"coupled circuit analysis\",\"force and emf production\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Energy storage and conversion, force and emf production, coupled circuit analysis of systems with both electrical and mechanical inputs.\"}],\"text\":\"Analyze coupled electromechanical systems and understand energy conversion principles.\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Applications to electric motors and generators and other electromechanical transducers.\"}],\"text\":\"Apply circuit analysis to electric motors, generators, and transducers.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Energy storage and conversion, force and emf production, coupled circuit analysis of systems with both electrical and mechanical inputs. Applications to electric motors and generators and other electromechanical transducers.\"}],\"text\":\"Covers electromechanical energy conversion, coupled circuit analysis, and applications to motors, generators, and transducers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Energy storage and conversion\"}],\"text\":\"Energy storage and conversion\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"force and emf production\"}],\"text\":\"Force and EMF production\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"coupled circuit analysis\"}],\"text\":\"Coupled circuit analysis\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"electric motors and generators\"}],\"text\":\"Electric motors and generators\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"electromechanical transducers\"}],\"text\":\"Electromechanical transducers\"}]}","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_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"51c8977797a34f243a0f2048fcc4a556a636ebe1d9bf21c4e6ac7979ad908756","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Nigel was probably the worst professor I had in madison. I took him for signals and systems class in electrical engineering. He was very theoretical and math heavy without telling how things apply in real life - not engineering minded. His grades are all over the place. More than 50% of the class got a C.\",\"course_id\":\"ECE 355\",\"date\":\"2019-10-06 03:36:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f5d9e377947a81d739b8bdae\",\"instructor_id\":\"rmp:1536136\",\"instructor_name\":\"Nigel Boston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyMjY1Njg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536136\"},{\"comment\":\"Her lectures are clear and understandable. The workload is not hard as well, compared to other ECE 3 level intro courses. This course provides a great intro to Power system; meanwhile, it gives students motivation and interest to continue to learn about power system. The professor is caring, accessible and patient.\",\"course_id\":\"ECE 355\",\"date\":\"2021-04-20 04:11:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4147ac9cb770a60026a8b3df\",\"instructor_id\":\"rmp:2687688\",\"instructor_name\":\"Pia Strampp\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTc5NTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2687688\"}],\"evidence_count\":2,\"review_ids\":[\"f5d9e377947a81d739b8bdae\",\"4147ac9cb770a60026a8b3df\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536136\",\"name\":\"Nigel Boston\"},{\"id\":\"rmp:2687688\",\"name\":\"Pia Strampp\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; one professor was criticized for being too theoretical and unclear, while another was praised for clear and understandable lectures.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Nigel was probably the worst professor I had in madison. I took him for signals and systems class in electrical engineering. He was very theoretical and math heavy without telling how things apply in real life - not engineering minded. His grades are all over the place. More than 50% of the class got a C.\",\"course_id\":\"ECE 355\",\"date\":\"2019-10-06 03:36:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f5d9e377947a81d739b8bdae\",\"instructor_id\":\"rmp:1536136\",\"instructor_name\":\"Nigel Boston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyMjY1Njg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536136\"},{\"comment\":\"Her lectures are clear and understandable. The workload is not hard as well, compared to other ECE 3 level intro courses. This course provides a great intro to Power system; meanwhile, it gives students motivation and interest to continue to learn about power system. The professor is caring, accessible and patient.\",\"course_id\":\"ECE 355\",\"date\":\"2021-04-20 04:11:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4147ac9cb770a60026a8b3df\",\"instructor_id\":\"rmp:2687688\",\"instructor_name\":\"Pia Strampp\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTc5NTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2687688\"}],\"evidence_count\":2,\"review_ids\":[\"f5d9e377947a81d739b8bdae\",\"4147ac9cb770a60026a8b3df\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536136\",\"name\":\"Nigel Boston\"},{\"id\":\"rmp:2687688\",\"name\":\"Pia Strampp\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Workload difficulty is perceived as variable, with one review describing it as not hard compared to other courses, while another implied a heavy theoretical burden.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Nigel was probably the worst professor I had in madison. I took him for signals and systems class in electrical engineering. He was very theoretical and math heavy without telling how things apply in real life - not engineering minded. His grades are all over the place. More than 50% of the class got a C.\",\"course_id\":\"ECE 355\",\"date\":\"2019-10-06 03:36:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f5d9e377947a81d739b8bdae\",\"instructor_id\":\"rmp:1536136\",\"instructor_name\":\"Nigel Boston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyMjY1Njg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536136\"},{\"comment\":\"Her lectures are clear and understandable. The workload is not hard as well, compared to other ECE 3 level intro courses. This course provides a great intro to Power system; meanwhile, it gives students motivation and interest to continue to learn about power system. The professor is caring, accessible and patient.\",\"course_id\":\"ECE 355\",\"date\":\"2021-04-20 04:11:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4147ac9cb770a60026a8b3df\",\"instructor_id\":\"rmp:2687688\",\"instructor_name\":\"Pia Strampp\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTc5NTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2687688\"}],\"evidence_count\":2,\"review_ids\":[\"f5d9e377947a81d739b8bdae\",\"4147ac9cb770a60026a8b3df\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536136\",\"name\":\"Nigel Boston\"},{\"id\":\"rmp:2687688\",\"name\":\"Pia Strampp\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Student satisfaction is highly dependent on the instructor, ranging from very poor experiences with unclear, theoretical teaching to excellent experiences with caring, accessible professors.\"}]}","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_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2e852d8a6caa98cd83f7cc082ffee50af9d78a8c237e09d29872152659a82081","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 230or376, graduate/professional standing, member of Engineering Guest Students, or declared in Capstone Certificate in Power Conversion and Control\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":230,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 230\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"376\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[\"Reference 'declared in Capstone Certificate in Power Conversion and Control' is a condition but lacks a canonical course ID in linked_courses; treated as verbatim condition leaf.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2e852d8a6caa98cd83f7cc082ffee50af9d78a8c237e09d29872152659a82081","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 230\",\"field\":\"description\",\"quote\":\"Ohm's law, Kirchhoff's laws, resistive circuits, nodal and mesh analysis, superposition, equivalent circuits using Thevenin-Norton theories, op amps and op amp circuits, first-order circuits, second-order circuits, sinusoidal steady state, phasors, RMS value, complex power, power factor, mutual inductance, linear and ideal transformers, ideal filters and transfer functions.\"},{\"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, RMS value, complex power, power factor, mutual inductance, linear and ideal transformers.\"}],\"text\":\"Circuit analysis fundamentals including resistive, first/second-order, and sinusoidal steady-state circuits, phasors, and transformers.\"}],\"search_phrases\":[\"electromechanical energy conversion\",\"electric motors generators\",\"electromechanical transducers\",\"coupled circuit analysis\",\"force and emf production\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Energy storage and conversion, force and emf production, coupled circuit analysis of systems with both electrical and mechanical inputs.\"}],\"text\":\"Analyze coupled electromechanical systems and understand energy conversion principles.\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Applications to electric motors and generators and other electromechanical transducers.\"}],\"text\":\"Apply circuit analysis to electric motors, generators, and transducers.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Energy storage and conversion, force and emf production, coupled circuit analysis of systems with both electrical and mechanical inputs. Applications to electric motors and generators and other electromechanical transducers.\"}],\"text\":\"Covers electromechanical energy conversion, coupled circuit analysis, and applications to motors, generators, and transducers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Energy storage and conversion\"}],\"text\":\"Energy storage and conversion\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"force and emf production\"}],\"text\":\"Force and EMF production\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"coupled circuit analysis\"}],\"text\":\"Coupled circuit analysis\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"electric motors and generators\"}],\"text\":\"Electric motors and generators\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"electromechanical transducers\"}],\"text\":\"Electromechanical transducers\"}]}","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_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2e852d8a6caa98cd83f7cc082ffee50af9d78a8c237e09d29872152659a82081","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Nigel was probably the worst professor I had in madison. I took him for signals and systems class in electrical engineering. He was very theoretical and math heavy without telling how things apply in real life - not engineering minded. His grades are all over the place. More than 50% of the class got a C.\",\"course_id\":\"ECE 355\",\"date\":\"2019-10-06 03:36:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f5d9e377947a81d739b8bdae\",\"instructor_id\":\"rmp:1536136\",\"instructor_name\":\"Nigel Boston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyMjY1Njg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536136\"},{\"comment\":\"Her lectures are clear and understandable. The workload is not hard as well, compared to other ECE 3 level intro courses. This course provides a great intro to Power system; meanwhile, it gives students motivation and interest to continue to learn about power system. The professor is caring, accessible and patient.\",\"course_id\":\"ECE 355\",\"date\":\"2021-04-20 04:11:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4147ac9cb770a60026a8b3df\",\"instructor_id\":\"rmp:2687688\",\"instructor_name\":\"Pia Strampp\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTc5NTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2687688\"}],\"evidence_count\":2,\"review_ids\":[\"f5d9e377947a81d739b8bdae\",\"4147ac9cb770a60026a8b3df\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536136\",\"name\":\"Nigel Boston\"},{\"id\":\"rmp:2687688\",\"name\":\"Pia Strampp\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; one professor was criticized for being too theoretical and unclear, while another was praised for clear and understandable lectures.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Nigel was probably the worst professor I had in madison. I took him for signals and systems class in electrical engineering. He was very theoretical and math heavy without telling how things apply in real life - not engineering minded. His grades are all over the place. More than 50% of the class got a C.\",\"course_id\":\"ECE 355\",\"date\":\"2019-10-06 03:36:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f5d9e377947a81d739b8bdae\",\"instructor_id\":\"rmp:1536136\",\"instructor_name\":\"Nigel Boston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyMjY1Njg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536136\"},{\"comment\":\"Her lectures are clear and understandable. The workload is not hard as well, compared to other ECE 3 level intro courses. This course provides a great intro to Power system; meanwhile, it gives students motivation and interest to continue to learn about power system. The professor is caring, accessible and patient.\",\"course_id\":\"ECE 355\",\"date\":\"2021-04-20 04:11:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4147ac9cb770a60026a8b3df\",\"instructor_id\":\"rmp:2687688\",\"instructor_name\":\"Pia Strampp\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTc5NTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2687688\"}],\"evidence_count\":2,\"review_ids\":[\"f5d9e377947a81d739b8bdae\",\"4147ac9cb770a60026a8b3df\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536136\",\"name\":\"Nigel Boston\"},{\"id\":\"rmp:2687688\",\"name\":\"Pia Strampp\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Workload difficulty is perceived as variable, with one review describing it as not hard compared to other courses, while another implied a heavy theoretical burden.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Nigel was probably the worst professor I had in madison. I took him for signals and systems class in electrical engineering. He was very theoretical and math heavy without telling how things apply in real life - not engineering minded. His grades are all over the place. More than 50% of the class got a C.\",\"course_id\":\"ECE 355\",\"date\":\"2019-10-06 03:36:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f5d9e377947a81d739b8bdae\",\"instructor_id\":\"rmp:1536136\",\"instructor_name\":\"Nigel Boston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyMjY1Njg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536136\"},{\"comment\":\"Her lectures are clear and understandable. The workload is not hard as well, compared to other ECE 3 level intro courses. This course provides a great intro to Power system; meanwhile, it gives students motivation and interest to continue to learn about power system. The professor is caring, accessible and patient.\",\"course_id\":\"ECE 355\",\"date\":\"2021-04-20 04:11:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4147ac9cb770a60026a8b3df\",\"instructor_id\":\"rmp:2687688\",\"instructor_name\":\"Pia Strampp\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTc5NTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2687688\"}],\"evidence_count\":2,\"review_ids\":[\"f5d9e377947a81d739b8bdae\",\"4147ac9cb770a60026a8b3df\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536136\",\"name\":\"Nigel Boston\"},{\"id\":\"rmp:2687688\",\"name\":\"Pia Strampp\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Student satisfaction is highly dependent on the instructor, ranging from very poor experiences with unclear, theoretical teaching to excellent experiences with caring, accessible professors.\"}]}","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_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2e852d8a6caa98cd83f7cc082ffee50af9d78a8c237e09d29872152659a82081","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"378b62e7ff047f7c6935b59c44499d648c9d4822f670fbcd5441e82179230324\",\"course_id\":\"ECE 355\",\"current_instructors\":[],\"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\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ECE 355\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECE 355\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 355\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.38 GPA, 63.8% A/AB (n=47 letter grades); Spring 2025: 3.41 GPA, 70.5% A/AB (n=88 letter grades); Spring 2026: 3.57 GPA, 82.2% A/AB (n=73 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 355\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"source_record\":{\"entity_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECE 355\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"source_record\":{\"entity_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECE 355\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"source_record\":{\"entity_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"PIA STRAMPP is recorded teaching in Spring 2020, Spring 2022. 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_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"9cdf47c38afa453ead658f8ceb60de8a95a45d928eafe5458b907f8de5173107","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"E C E 230or376, graduate/professional standing, member of Engineering Guest Students, or declared in Capstone Certificate in Power Conversion and Control\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":230,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"E C E 230\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"ECE\"],\"timing\":\"prior\"},\"evidence\":\"376\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[\"Reference 'declared in Capstone Certificate in Power Conversion and Control' is a condition but lacks a canonical course ID in linked_courses; treated as verbatim condition leaf.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"9cdf47c38afa453ead658f8ceb60de8a95a45d928eafe5458b907f8de5173107","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE 230\",\"field\":\"description\",\"quote\":\"Ohm's law, Kirchhoff's laws, resistive circuits, nodal and mesh analysis, superposition, equivalent circuits using Thevenin-Norton theories, op amps and op amp circuits, first-order circuits, second-order circuits, sinusoidal steady state, phasors, RMS value, complex power, power factor, mutual inductance, linear and ideal transformers, ideal filters and transfer functions.\"},{\"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, RMS value, complex power, power factor, mutual inductance, linear and ideal transformers.\"}],\"text\":\"Circuit analysis fundamentals including resistive, first/second-order, and sinusoidal steady-state circuits, phasors, and transformers.\"}],\"search_phrases\":[\"electromechanical energy conversion\",\"electric motors generators\",\"electromechanical transducers\",\"coupled circuit analysis\",\"force and emf production\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Energy storage and conversion, force and emf production, coupled circuit analysis of systems with both electrical and mechanical inputs.\"}],\"text\":\"Analyze coupled electromechanical systems and understand energy conversion principles.\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Applications to electric motors and generators and other electromechanical transducers.\"}],\"text\":\"Apply circuit analysis to electric motors, generators, and transducers.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Energy storage and conversion, force and emf production, coupled circuit analysis of systems with both electrical and mechanical inputs. Applications to electric motors and generators and other electromechanical transducers.\"}],\"text\":\"Covers electromechanical energy conversion, coupled circuit analysis, and applications to motors, generators, and transducers.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"Energy storage and conversion\"}],\"text\":\"Energy storage and conversion\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"force and emf production\"}],\"text\":\"Force and EMF production\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"coupled circuit analysis\"}],\"text\":\"Coupled circuit analysis\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"electric motors and generators\"}],\"text\":\"Electric motors and generators\"},{\"evidence\":[{\"course_id\":\"ECE 355\",\"field\":\"description\",\"quote\":\"electromechanical transducers\"}],\"text\":\"Electromechanical transducers\"}]}","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_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"9cdf47c38afa453ead658f8ceb60de8a95a45d928eafe5458b907f8de5173107","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Nigel was probably the worst professor I had in madison. I took him for signals and systems class in electrical engineering. He was very theoretical and math heavy without telling how things apply in real life - not engineering minded. His grades are all over the place. More than 50% of the class got a C.\",\"course_id\":\"ECE 355\",\"date\":\"2019-10-06 03:36:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f5d9e377947a81d739b8bdae\",\"instructor_id\":\"rmp:1536136\",\"instructor_name\":\"Nigel Boston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyMjY1Njg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536136\"},{\"comment\":\"Her lectures are clear and understandable. The workload is not hard as well, compared to other ECE 3 level intro courses. This course provides a great intro to Power system; meanwhile, it gives students motivation and interest to continue to learn about power system. The professor is caring, accessible and patient.\",\"course_id\":\"ECE 355\",\"date\":\"2021-04-20 04:11:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4147ac9cb770a60026a8b3df\",\"instructor_id\":\"rmp:2687688\",\"instructor_name\":\"Pia Strampp\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTc5NTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2687688\"}],\"evidence_count\":2,\"review_ids\":[\"f5d9e377947a81d739b8bdae\",\"4147ac9cb770a60026a8b3df\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536136\",\"name\":\"Nigel Boston\"},{\"id\":\"rmp:2687688\",\"name\":\"Pia Strampp\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; one professor was criticized for being too theoretical and unclear, while another was praised for clear and understandable lectures.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Nigel was probably the worst professor I had in madison. I took him for signals and systems class in electrical engineering. He was very theoretical and math heavy without telling how things apply in real life - not engineering minded. His grades are all over the place. More than 50% of the class got a C.\",\"course_id\":\"ECE 355\",\"date\":\"2019-10-06 03:36:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f5d9e377947a81d739b8bdae\",\"instructor_id\":\"rmp:1536136\",\"instructor_name\":\"Nigel Boston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyMjY1Njg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536136\"},{\"comment\":\"Her lectures are clear and understandable. The workload is not hard as well, compared to other ECE 3 level intro courses. This course provides a great intro to Power system; meanwhile, it gives students motivation and interest to continue to learn about power system. The professor is caring, accessible and patient.\",\"course_id\":\"ECE 355\",\"date\":\"2021-04-20 04:11:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4147ac9cb770a60026a8b3df\",\"instructor_id\":\"rmp:2687688\",\"instructor_name\":\"Pia Strampp\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTc5NTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2687688\"}],\"evidence_count\":2,\"review_ids\":[\"f5d9e377947a81d739b8bdae\",\"4147ac9cb770a60026a8b3df\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536136\",\"name\":\"Nigel Boston\"},{\"id\":\"rmp:2687688\",\"name\":\"Pia Strampp\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Workload difficulty is perceived as variable, with one review describing it as not hard compared to other courses, while another implied a heavy theoretical burden.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Nigel was probably the worst professor I had in madison. I took him for signals and systems class in electrical engineering. He was very theoretical and math heavy without telling how things apply in real life - not engineering minded. His grades are all over the place. More than 50% of the class got a C.\",\"course_id\":\"ECE 355\",\"date\":\"2019-10-06 03:36:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"f5d9e377947a81d739b8bdae\",\"instructor_id\":\"rmp:1536136\",\"instructor_name\":\"Nigel Boston\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyMjY1Njg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536136\"},{\"comment\":\"Her lectures are clear and understandable. The workload is not hard as well, compared to other ECE 3 level intro courses. This course provides a great intro to Power system; meanwhile, it gives students motivation and interest to continue to learn about power system. The professor is caring, accessible and patient.\",\"course_id\":\"ECE 355\",\"date\":\"2021-04-20 04:11:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4147ac9cb770a60026a8b3df\",\"instructor_id\":\"rmp:2687688\",\"instructor_name\":\"Pia Strampp\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0NTc5NTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2687688\"}],\"evidence_count\":2,\"review_ids\":[\"f5d9e377947a81d739b8bdae\",\"4147ac9cb770a60026a8b3df\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1536136\",\"name\":\"Nigel Boston\"},{\"id\":\"rmp:2687688\",\"name\":\"Pia Strampp\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Student satisfaction is highly dependent on the instructor, ranging from very poor experiences with unclear, theoretical teaching to excellent experiences with caring, accessible professors.\"}]}","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_8925ec7f03bb8ef6fb5f8798","course_id":"ECE 355","catalog_version_id":"bb02e0f7f87cdfbe4663fd406e42768829b4eeced18bdf25fc0e2aa1697c89b6","record_version_id":"810c476b7814c97c4061d4b799b884bb95cedcba26678df88052db98d0f70c2d","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"9cdf47c38afa453ead658f8ceb60de8a95a45d928eafe5458b907f8de5173107","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"378b62e7ff047f7c6935b59c44499d648c9d4822f670fbcd5441e82179230324\",\"course_id\":\"ECE 355\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Pia Strampp\",\"review_date\":\"2021-04-20 04:11:11 +0000 UTC\",\"review_id\":\"4147ac9cb770a60026a8b3df\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2687688\",\"source_review_id\":\"UmF0aW5nLTM0NTc5NTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2687688\",\"type\":\"review\"}],\"text\":\"Historical reviews of Pia Strampp: Pia Strampp's course workload is described as not hard compared to other ECE 3-level intro courses, while Nigel Boston's class is characterized as math-heavy.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Nigel Boston\",\"review_date\":\"2019-10-06 03:36:52 +0000 UTC\",\"review_id\":\"f5d9e377947a81d739b8bdae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1536136\",\"source_review_id\":\"UmF0aW5nLTMyMjY1Njg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536136\",\"type\":\"review\"}],\"text\":\"Historical reviews of Nigel Boston: Nigel Boston was criticized for being overly theoretical and math-heavy without practical application, leading to inconsistent grading and low student satisfaction.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Nigel Boston\",\"review_date\":\"2019-10-06 03:36:52 +0000 UTC\",\"review_id\":\"f5d9e377947a81d739b8bdae\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1536136\",\"source_review_id\":\"UmF0aW5nLTMyMjY1Njg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1536136\",\"type\":\"review\"},{\"instructor_name\":\"Pia Strampp\",\"review_date\":\"2021-04-20 04:11:11 +0000 UTC\",\"review_id\":\"4147ac9cb770a60026a8b3df\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2687688\",\"source_review_id\":\"UmF0aW5nLTM0NTc5NTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2687688\",\"type\":\"review\"}],\"text\":\"Historical reviews of Nigel Boston, Pia Strampp: Reviews for ECE 355 are mixed, contrasting Nigel Boston's theoretical, math-heavy approach with Pia Strampp's clear, accessible instruction that fosters student interest in power systems.\"},{\"citations\":[{\"course_id\":\"ECE 355\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECE 355\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECE 355\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.38 GPA, 63.8% A/AB (n=47 letter grades); Spring 2025: 3.41 GPA, 70.5% A/AB (n=88 letter grades); Spring 2026: 3.57 GPA, 82.2% A/AB (n=73 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Pia Strampp\",\"review_date\":\"2021-04-20 04:11:11 +0000 UTC\",\"review_id\":\"4147ac9cb770a60026a8b3df\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2687688\",\"source_review_id\":\"UmF0aW5nLTM0NTc5NTg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2687688\",\"type\":\"review\"}],\"text\":\"Historical reviews of Pia Strampp: Students found Pia Strampp caring, accessible, and patient, with clear lectures that provided motivation to learn more about power systems.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 355\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"source_record\":{\"entity_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECE 355\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"source_record\":{\"entity_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECE 355\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"source_record\":{\"entity_id\":\"599a68bc-8ebc-3069-a35a-2840f2015b5f\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"PIA STRAMPP is recorded teaching in Spring 2020, Spring 2022. 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}]