[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"d1eedd86a23aaec640e77ed2e33607497a5230093631af5cda018a33706eaa4d","record_version_id":"a5afde54ede95e258268f592295224049cb16328da46215caa8b08c13c8f2dbd","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d7b0cc567b7b558da056e8f3148832a1acc36eacba6be39185b2f14bbb007df4","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208, or248) and (PHYSICS 322or concurrent enrollment), or graduate/professional standing\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[\"n1a\",\"n1b\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208, or248) and (PHYSICS 322or concurrent enrollment)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[\"n1a1\",\"n1a2\",\"n1a3\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 202,208, or248\",\"id\":\"n1a\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n1a1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n1a2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n1a3\",\"kind\":\"course\"},{\"children\":[\"n1b1\",\"n1b2\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 322or concurrent enrollment\",\"id\":\"n1b\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":322,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 322\",\"id\":\"n1b1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n1b2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Source text 'or248' and '322or' lack spaces; interpreted as logical OR based on context.\",\"'concurrent enrollment' treated as an alternative condition to PHYSICS 322 rather than modifying its timing, due to missing course reference for concurrency.\"],\"root\":\"root\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"d1eedd86a23aaec640e77ed2e33607497a5230093631af5cda018a33706eaa4d","record_version_id":"a5afde54ede95e258268f592295224049cb16328da46215caa8b08c13c8f2dbd","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d7b0cc567b7b558da056e8f3148832a1acc36eacba6be39185b2f14bbb007df4","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"Concepts covered in lecture reinforced by weekly laboratory experiments.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"},{\"course_id\":\"PHYSICS 325\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Be able to design, construct, and evaluate an optical telescope.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"label\":\"lab-work\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Be able to quantitatively analyze images obtained from an optical microscope using physics calculation software.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"classical optics imaging\",\"polarization optics\",\"optical telescopes microscopes\",\"interference interferometers\",\"fiber-optic communication\",\"lasers optical resonators\",\"quantum nonlinear optics\",\"Fourier optics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Be able design and analyze an imaging instrument involving two or more optical elements including mirrors and lenses.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Designing and analyzing imaging instruments with multiple optical elements\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Be able to design, construct, and evaluate an optical telescope.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Constructing and evaluating optical telescopes\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Be able to use the principles of Fourier optics and interference to design and analyze interferometric instruments, including a Michelson interferometer and a grating spectrometer, and use these instruments to characterize light sources\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Applying Fourier optics and interference to design interferometric instruments\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Be able to calculate parameters of a functioning laser, and design, align, and operate a diode pumped solid-state laser.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Calculating laser parameters and operating diode-pumped solid-state lasers\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"title\",\"quote\":\"OPTICS\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"},{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"Classical and modern optics, including imaging, polarization optics, optical telescopes, optical microscopes, interference and interferometers, optical fibers and fiber-optic communication, optical resonators, lasers, optical modulators, introduction to quantum and nonlinear optics. Concepts covered in lecture reinforced by weekly laboratory experiments.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Physics 325 covers classical and modern optics topics like imaging, lasers, and interferometry, reinforced by weekly laboratory experiments.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"imaging, polarization optics, optical telescopes, optical microscopes\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Imaging, polarization, telescopes, and microscopes\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"interference and interferometers, optical fibers and fiber-optic communication\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Interference, interferometers, and fiber-optic communication\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"optical resonators, lasers, optical modulators, introduction to quantum and nonlinear optics\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Lasers, resonators, modulators, and quantum/nonlinear optics\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"d1eedd86a23aaec640e77ed2e33607497a5230093631af5cda018a33706eaa4d","record_version_id":"a5afde54ede95e258268f592295224049cb16328da46215caa8b08c13c8f2dbd","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d7b0cc567b7b558da056e8f3148832a1acc36eacba6be39185b2f14bbb007df4","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"d1eedd86a23aaec640e77ed2e33607497a5230093631af5cda018a33706eaa4d","record_version_id":"a5afde54ede95e258268f592295224049cb16328da46215caa8b08c13c8f2dbd","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"d7b0cc567b7b558da056e8f3148832a1acc36eacba6be39185b2f14bbb007df4","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"d0dbcd441c82f1b801b545f52dbdbfd82e2175923eef9f9d0ad5cc73b4ecede9\",\"course_id\":\"PHYSICS 325\",\"current_instructors\":[{\"instructor_uid\":\"instructor_600535d5985c9a7db376ea76\",\"message\":\"No course-specific reviews available\",\"name\":\"Deniz Yavuz\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1533761\",\"summary\":[{\"citations\":[{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.62 GPA, 80.8% A/AB (n=26 letter grades); Spring 2024: 3.71 GPA, 92.3% A/AB (n=26 letter grades); Spring 2025: 3.56 GPA, 74.1% A/AB (n=27 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.71 GPA, 92.3% A/AB (n=26 letter grades); Spring 2025: 3.56 GPA, 74.1% A/AB (n=27 letter grades); Spring 2026: 3.34 GPA, 64.3% A/AB (n=28 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"DENIZ YAVUZ is recorded teaching in Spring 2009, Spring 2019, Spring 2020, Spring 2023, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"01d7bb4adfd2f86cb583070428eb8a08edda6f6017a36f0a102348d71664c006","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208, or248) and (PHYSICS 322or concurrent enrollment), or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208, or248) and (PHYSICS 322or concurrent enrollment)\",\"id\":\"n2\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 322or concurrent enrollment)\",\"id\":\"n7\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":322,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 322\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n10\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n11\",\"kind\":\"condition\"}],\"notes\":[\"PHYSICS 202, 208, 248 are linked but 202/208/248 are distinct courses in the OR group.\",\"PHYSICS 322 is a prior prerequisite unless concurrent enrollment is taken.\",\"Concurrent enrollment is an alternative to prior completion of PHYSICS 322.\",\"Graduate/professional standing is an alternative to the course prerequisites.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n0 references itself; remove the self-reference.\nNode n0 references missing nodes: n1.\nNode n2 references itself; remove the self-reference.\nNode n2 references missing nodes: n3.\nNode n7 references itself; remove the self-reference.\nNode n7 references missing nodes: n8.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n10, n11, n2, n4, n5, n6, n7, n9; connect all conditions and exclusions to the root.","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"01d7bb4adfd2f86cb583070428eb8a08edda6f6017a36f0a102348d71664c006","section":"search_profile","status":"invalid","value_json":null,"candidate_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students. Electricity, magnetism, light, and sound.\"}],\"text\":\"Calculus-based physics covering electricity, magnetism, light, and sound.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"Continuation of PHYSICS 207: calculus-based introduction to physics intended for students majoring in biological sciences. Electricity, magnetism, light, and modern physics.\"}],\"text\":\"Calculus-based physics covering electricity, magnetism, light, and modern physics.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Continuation of PHYSICS 247. Electromagnetism, circuits, optics, additional topics in modern physics; with computation.\"}],\"text\":\"Electromagnetism, circuits, optics, and modern physics with computation.\"},{\"evidence\":[{\"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; relativity and electromagnetism.\"}],\"text\":\"Electromagnetic fields, Maxwell's equations, and electromagnetic waves.\"}],\"search_phrases\":[\"optics laboratory\",\"laser physics\",\"interferometry\",\"fiber optics\",\"PHYSICS 325 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"Concepts covered in lecture reinforced by weekly laboratory experiments.\"}],\"text\":\"Laboratory experimentation in optics.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"title\",\"quote\":\"OPTICS\"},{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"Classical and modern optics, including imaging, polarization optics, optical telescopes, optical microscopes, interference and interferometers, optical fibers and fiber-optic communication, optical resonators, lasers, optical modulators, introduction to quantum and nonlinear optics.\"}],\"text\":\"PHYSICS 325 OPTICS covers classical and modern optics topics including imaging, lasers, and interferometry, reinforced by weekly laboratory experiments.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"imaging, polarization optics, optical telescopes, optical microscopes\"}],\"text\":\"Imaging, polarization, telescopes, and microscopes.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"interference and interferometers, optical fibers and fiber-optic communication\"}],\"text\":\"Interference, interferometers, and fiber-optic communication.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"optical resonators, lasers, optical modulators\"}],\"text\":\"Optical resonators, lasers, and modulators.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"introduction to quantum and nonlinear optics\"}],\"text\":\"Quantum and nonlinear optics.\"}]}","error":"Invalid evidence for PHYSICS 208.description: 'Continuation of PHYSICS 207: calculus-based introduction to physics intended for students majoring in biological sciences. Electricity, magnetism, light, and modern physics.'. Copy a short exact substring from supplied text; do not paraphrase or invent omitted text.","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"01d7bb4adfd2f86cb583070428eb8a08edda6f6017a36f0a102348d71664c006","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_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"3ff740d7edd8453060d3bf3751f10c384cbe8f58f549d532064963a5c279a98f","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n2\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208, or248) and (PHYSICS 322or concurrent enrollment)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208, or248)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 322or concurrent enrollment)\",\"id\":\"n6\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":322,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 322\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n8\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n9\",\"kind\":\"condition\"}],\"notes\":[\"PHYSICS 202, 208, 248 are linked but 202/208/248 are distinct courses in the OR group.\",\"PHYSICS 322 is a prior prerequisite unless concurrent enrollment is taken.\",\"Concurrent enrollment is an alternative to prior completion of PHYSICS 322.\",\"Graduate/professional standing is an alternative to the course prerequisites.\"],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"3ff740d7edd8453060d3bf3751f10c384cbe8f58f549d532064963a5c279a98f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students\"}],\"text\":\"Calculus-based physics for engineering students.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences\"}],\"text\":\"Calculus-based physics for biological sciences.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics, additional topics in modern physics; with computation\"}],\"text\":\"Electromagnetism, circuits, optics, and modern physics with computation.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"Maxwell's equations and electromagnetic waves\"}],\"text\":\"Electromagnetic fields, Maxwell's equations, and electromagnetic waves.\"}],\"search_phrases\":[\"optics laboratory\",\"laser physics\",\"interferometry\",\"fiber optics\",\"PHYSICS 325 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"weekly laboratory experiments\"}],\"text\":\"Laboratory experimentation in optics.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"title\",\"quote\":\"OPTICS\"},{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"Classical and modern optics, including imaging, polarization optics, optical telescopes, optical microscopes, interference and interferometers, optical fibers and fiber-optic communication, optical resonators, lasers, optical modulators, introduction to quantum and nonlinear optics.\"}],\"text\":\"PHYSICS 325 OPTICS covers classical and modern optics topics including imaging, lasers, and interferometry, reinforced by weekly laboratory experiments.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"imaging, polarization optics, optical telescopes, optical microscopes\"}],\"text\":\"Imaging, polarization, telescopes, and microscopes.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"interference and interferometers, optical fibers and fiber-optic communication\"}],\"text\":\"Interference, interferometers, and fiber-optic communication.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"optical resonators, lasers, optical modulators\"}],\"text\":\"Optical resonators, lasers, and modulators.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"introduction to quantum and nonlinear optics\"}],\"text\":\"Quantum and nonlinear optics.\"}]}","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_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"3ff740d7edd8453060d3bf3751f10c384cbe8f58f549d532064963a5c279a98f","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":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"d1eedd86a23aaec640e77ed2e33607497a5230093631af5cda018a33706eaa4d","record_version_id":"a5afde54ede95e258268f592295224049cb16328da46215caa8b08c13c8f2dbd","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d96be3324ad17c970fc453aaf1d399bc5b2e796cf14a0222d803c303ec269a1c","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208, or248) and (PHYSICS 322or concurrent enrollment), or graduate/professional standing\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[\"n1a\",\"n1b\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208, or248) and (PHYSICS 322or concurrent enrollment)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[\"n1a1\",\"n1a2\",\"n1a3\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 202,208, or248\",\"id\":\"n1a\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n1a1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n1a2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n1a3\",\"kind\":\"course\"},{\"children\":[\"n1b1\",\"n1b2\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 322or concurrent enrollment\",\"id\":\"n1b\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":322,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 322\",\"id\":\"n1b1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n1b2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[\"Source text 'or248' and '322or' lack spaces; interpreted as logical OR based on context.\",\"'concurrent enrollment' treated as an alternative condition to PHYSICS 322 rather than modifying its timing, due to missing course reference for concurrency.\"],\"root\":\"root\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"d1eedd86a23aaec640e77ed2e33607497a5230093631af5cda018a33706eaa4d","record_version_id":"a5afde54ede95e258268f592295224049cb16328da46215caa8b08c13c8f2dbd","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d96be3324ad17c970fc453aaf1d399bc5b2e796cf14a0222d803c303ec269a1c","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"Concepts covered in lecture reinforced by weekly laboratory experiments.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"},{\"course_id\":\"PHYSICS 325\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Be able to design, construct, and evaluate an optical telescope.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"label\":\"lab-work\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Be able to quantitatively analyze images obtained from an optical microscope using physics calculation software.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"classical optics imaging\",\"polarization optics\",\"optical telescopes microscopes\",\"interference interferometers\",\"fiber-optic communication\",\"lasers optical resonators\",\"quantum nonlinear optics\",\"Fourier optics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Be able design and analyze an imaging instrument involving two or more optical elements including mirrors and lenses.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Designing and analyzing imaging instruments with multiple optical elements\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Be able to design, construct, and evaluate an optical telescope.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Constructing and evaluating optical telescopes\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Be able to use the principles of Fourier optics and interference to design and analyze interferometric instruments, including a Michelson interferometer and a grating spectrometer, and use these instruments to characterize light sources\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Applying Fourier optics and interference to design interferometric instruments\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Be able to calculate parameters of a functioning laser, and design, align, and operate a diode pumped solid-state laser.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Calculating laser parameters and operating diode-pumped solid-state lasers\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"title\",\"quote\":\"OPTICS\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"},{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"Classical and modern optics, including imaging, polarization optics, optical telescopes, optical microscopes, interference and interferometers, optical fibers and fiber-optic communication, optical resonators, lasers, optical modulators, introduction to quantum and nonlinear optics. Concepts covered in lecture reinforced by weekly laboratory experiments.\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Physics 325 covers classical and modern optics topics like imaging, lasers, and interferometry, reinforced by weekly laboratory experiments.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"imaging, polarization optics, optical telescopes, optical microscopes\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Imaging, polarization, telescopes, and microscopes\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"interference and interferometers, optical fibers and fiber-optic communication\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Interference, interferometers, and fiber-optic communication\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"optical resonators, lasers, optical modulators, introduction to quantum and nonlinear optics\",\"source_url\":\"https://guide.wisc.edu/courses/physics/\"}],\"text\":\"Lasers, resonators, modulators, and quantum/nonlinear optics\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"d1eedd86a23aaec640e77ed2e33607497a5230093631af5cda018a33706eaa4d","record_version_id":"a5afde54ede95e258268f592295224049cb16328da46215caa8b08c13c8f2dbd","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d96be3324ad17c970fc453aaf1d399bc5b2e796cf14a0222d803c303ec269a1c","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-789789da373eecc1ff75f626","output_id":"89a6b093e9060645b78b2b932ffa1a2f76f65a59785deedf3902958afd8f91e5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n2\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208, or248) and (PHYSICS 322or concurrent enrollment)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208, or248)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 322or concurrent enrollment)\",\"id\":\"n6\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":322,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 322\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n8\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n9\",\"kind\":\"condition\"}],\"notes\":[\"PHYSICS 202, 208, 248 are linked but 202/208/248 are distinct courses in the OR group.\",\"PHYSICS 322 is a prior prerequisite unless concurrent enrollment is taken.\",\"Concurrent enrollment is an alternative to prior completion of PHYSICS 322.\",\"Graduate/professional standing is an alternative to the course prerequisites.\"],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-789789da373eecc1ff75f626","output_id":"89a6b093e9060645b78b2b932ffa1a2f76f65a59785deedf3902958afd8f91e5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students\"}],\"text\":\"Calculus-based physics for engineering students.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences\"}],\"text\":\"Calculus-based physics for biological sciences.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics, additional topics in modern physics; with computation\"}],\"text\":\"Electromagnetism, circuits, optics, and modern physics with computation.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"Maxwell's equations and electromagnetic waves\"}],\"text\":\"Electromagnetic fields, Maxwell's equations, and electromagnetic waves.\"}],\"search_phrases\":[\"optics laboratory\",\"laser physics\",\"interferometry\",\"fiber optics\",\"PHYSICS 325 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"weekly laboratory experiments\"}],\"text\":\"Laboratory experimentation in optics.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"title\",\"quote\":\"OPTICS\"},{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"Classical and modern optics, including imaging, polarization optics, optical telescopes, optical microscopes, interference and interferometers, optical fibers and fiber-optic communication, optical resonators, lasers, optical modulators, introduction to quantum and nonlinear optics.\"}],\"text\":\"PHYSICS 325 OPTICS covers classical and modern optics topics including imaging, lasers, and interferometry, reinforced by weekly laboratory experiments.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"imaging, polarization optics, optical telescopes, optical microscopes\"}],\"text\":\"Imaging, polarization, telescopes, and microscopes.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"interference and interferometers, optical fibers and fiber-optic communication\"}],\"text\":\"Interference, interferometers, and fiber-optic communication.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"optical resonators, lasers, optical modulators\"}],\"text\":\"Optical resonators, lasers, and modulators.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"introduction to quantum and nonlinear optics\"}],\"text\":\"Quantum and nonlinear optics.\"}]}","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_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-789789da373eecc1ff75f626","output_id":"89a6b093e9060645b78b2b932ffa1a2f76f65a59785deedf3902958afd8f91e5","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_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a7854effe6b96ea6961b58f8df754552c8e63b6adab652332232af7b6ff2e763","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n2\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208, or248) and (PHYSICS 322or concurrent enrollment)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[\"n3\",\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208, or248)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[\"n7\",\"n8\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 322or concurrent enrollment)\",\"id\":\"n6\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":322,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 322\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"concurrent enrollment\",\"id\":\"n8\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n9\",\"kind\":\"condition\"}],\"notes\":[\"PHYSICS 202, 208, 248 are linked but 202/208/248 are distinct courses in the OR group.\",\"PHYSICS 322 is a prior prerequisite unless concurrent enrollment is taken.\",\"Concurrent enrollment is an alternative to prior completion of PHYSICS 322.\",\"Graduate/professional standing is an alternative to the course prerequisites.\"],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a7854effe6b96ea6961b58f8df754552c8e63b6adab652332232af7b6ff2e763","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students\"}],\"text\":\"Calculus-based physics for engineering students.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences\"}],\"text\":\"Calculus-based physics for biological sciences.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics, additional topics in modern physics; with computation\"}],\"text\":\"Electromagnetism, circuits, optics, and modern physics with computation.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"Maxwell's equations and electromagnetic waves\"}],\"text\":\"Electromagnetic fields, Maxwell's equations, and electromagnetic waves.\"}],\"search_phrases\":[\"optics laboratory\",\"laser physics\",\"interferometry\",\"fiber optics\",\"PHYSICS 325 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"weekly laboratory experiments\"}],\"text\":\"Laboratory experimentation in optics.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"title\",\"quote\":\"OPTICS\"},{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"Classical and modern optics, including imaging, polarization optics, optical telescopes, optical microscopes, interference and interferometers, optical fibers and fiber-optic communication, optical resonators, lasers, optical modulators, introduction to quantum and nonlinear optics.\"}],\"text\":\"PHYSICS 325 OPTICS covers classical and modern optics topics including imaging, lasers, and interferometry, reinforced by weekly laboratory experiments.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"imaging, polarization optics, optical telescopes, optical microscopes\"}],\"text\":\"Imaging, polarization, telescopes, and microscopes.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"interference and interferometers, optical fibers and fiber-optic communication\"}],\"text\":\"Interference, interferometers, and fiber-optic communication.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"optical resonators, lasers, optical modulators\"}],\"text\":\"Optical resonators, lasers, and modulators.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 325\",\"field\":\"description\",\"quote\":\"introduction to quantum and nonlinear optics\"}],\"text\":\"Quantum and nonlinear optics.\"}]}","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_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a7854effe6b96ea6961b58f8df754552c8e63b6adab652332232af7b6ff2e763","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_281c1356598d1cb0c312edaf","course_id":"PHYSICS 325","catalog_version_id":"3fc3da0e23c30620ed3830a0b2110414a05c73457f70aa17aa2316a34a0c7789","record_version_id":"1d9a75750995f4ff76f5e330a0f6e85848c42e7c7e0ea83af0a4e4768833936b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a7854effe6b96ea6961b58f8df754552c8e63b6adab652332232af7b6ff2e763","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"7a52aedb28d63aec4c2d1bcf68cbc05a29c34864b80227f5cd697fb5d99b33d3\",\"course_id\":\"PHYSICS 325\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 325\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c63f46f3-bd69-305c-88f4-79d6d25e9418\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.71 GPA, 92.3% A/AB (n=26 letter grades); Spring 2025: 3.56 GPA, 74.1% A/AB (n=27 letter grades); Spring 2026: 3.34 GPA, 64.3% A/AB (n=28 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]