[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"89426d14f911a98a903360981b892ec6798337139b5b6b5a4c607420cdb7761c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"EMA\"],\"timing\":\"prior\"},\"evidence\":\"E M A 202\",\"id\":\"n9\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"89426d14f911a98a903360981b892ec6798337139b5b6b5a4c607420cdb7761c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 222\",\"field\":\"description\",\"quote\":\"Techniques of integration\"}],\"text\":\"Calculus and analytic geometry\"},{\"evidence\":[{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics\"}],\"text\":\"Calculus-based physics\"},{\"evidence\":[{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics\"}],\"text\":\"Calculus-based physics for biological sciences\"},{\"evidence\":[{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics\"}],\"text\":\"Modern physics with computation\"},{\"evidence\":[{\"course_id\":\"EMA 202\",\"field\":\"description\",\"quote\":\"Kinematics, force-mass-acceleration relations\"}],\"text\":\"Engineering dynamics\"}],\"search_phrases\":[\"applied geophysics survey\",\"seismic refraction reflection\",\"electrical resistivity gravity magnetics\",\"geophysics modeling field procedures\",\"GEOSCI 594 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Applied geophysics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Geophysical modeling and field procedures\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO APPLIED GEOPHYSICS\"},{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Introduction to applied geophysics covering seismic, electrical, gravity, and magnetics methods with modeling and field procedures.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"seismic refraction, seismic reflection\"}],\"text\":\"Seismic methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"electrical resistivity, gravity, and magnetics methods\"}],\"text\":\"Electrical, gravity, and magnetics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Modeling and field procedures\"}]}","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-2978ec7e9ac23a465ccaacbb","output_id":"89426d14f911a98a903360981b892ec6798337139b5b6b5a4c607420cdb7761c","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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1b57b544e4de3e282a7ea0aa52ee252daff6a7e54ea030f81357f2c0349e10e3","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[\"n5\",\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 208\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 248\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"EMA\"],\"timing\":\"prior\"},\"evidence\":\"E M A 202\",\"id\":\"n9\",\"kind\":\"course\"}],\"notes\":[\"Requirement text contains 'MATH 222and' and 'orE M A 202' with missing spaces; parsed as separate conditions/courses based on context.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n0 references itself; remove the self-reference.\nNode n7: evidence 'PHYSICS 208' must quote an exact source substring.\nNode n8: evidence 'PHYSICS 248' must quote an exact source substring.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n8, 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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1b57b544e4de3e282a7ea0aa52ee252daff6a7e54ea030f81357f2c0349e10e3","section":"search_profile","status":"invalid","value_json":null,"candidate_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 222\",\"field\":\"description\",\"quote\":\"Techniques of integration, improper integrals, first order ordinary differential equations, sequences and series, vector geometry in two and three dimensions.\"}],\"text\":\"Calculus and analytic geometry\"},{\"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\"},{\"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\"},{\"evidence\":[{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Continuation of PHYSICS 247. Electromagnetism, circuits, optics, additional topics in modern physics; with computation.\"}],\"text\":\"Calculus-based physics\"},{\"evidence\":[{\"course_id\":\"EMA 202\",\"field\":\"description\",\"quote\":\"Kinematics, force-mass-acceleration relations, work and energy, impulse and momentum, moments of inertia and mass.\"}],\"text\":\"Engineering dynamics\"}],\"search_phrases\":[\"applied geophysics survey\",\"seismic refraction reflection\",\"electrical resistivity gravity magnetics\",\"geophysics modeling field procedures\",\"GEOSCI 594 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Applied geophysics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Basic physics of each method and modeling techniques and field procedures.\"}],\"text\":\"Geophysical modeling and field procedures\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO APPLIED GEOPHYSICS\"},{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Introduction to applied geophysics covering seismic, electrical, gravity, and magnetics methods with modeling and field procedures.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"seismic refraction, seismic reflection\"}],\"text\":\"Seismic methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"electrical resistivity, gravity, and magnetics methods\"}],\"text\":\"Electrical, gravity, and magnetics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Modeling and field procedures\"}]}","error":"Invalid evidence for MATH 222.description: 'Techniques of integration, improper integrals, first order ordinary differential equations, sequences and series, vector geometry in two and three dimensions.'. 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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"1b57b544e4de3e282a7ea0aa52ee252daff6a7e54ea030f81357f2c0349e10e3","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"de420052542d14effa30c7c8a925d2a046897d44a79c167805300271774c0116","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"EMA\"],\"timing\":\"prior\"},\"evidence\":\"E M A 202\",\"id\":\"n9\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"de420052542d14effa30c7c8a925d2a046897d44a79c167805300271774c0116","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 222\",\"field\":\"description\",\"quote\":\"Techniques of integration\"}],\"text\":\"Calculus and analytic geometry\"},{\"evidence\":[{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics\"}],\"text\":\"Calculus-based physics\"},{\"evidence\":[{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics\"}],\"text\":\"Calculus-based physics for biological sciences\"},{\"evidence\":[{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics\"}],\"text\":\"Modern physics with computation\"},{\"evidence\":[{\"course_id\":\"EMA 202\",\"field\":\"description\",\"quote\":\"Kinematics, force-mass-acceleration relations\"}],\"text\":\"Engineering dynamics\"}],\"search_phrases\":[\"applied geophysics survey\",\"seismic refraction reflection\",\"electrical resistivity gravity magnetics\",\"geophysics modeling field procedures\",\"GEOSCI 594 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Applied geophysics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Geophysical modeling and field procedures\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO APPLIED GEOPHYSICS\"},{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Introduction to applied geophysics covering seismic, electrical, gravity, and magnetics methods with modeling and field procedures.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"seismic refraction, seismic reflection\"}],\"text\":\"Seismic methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"electrical resistivity, gravity, and magnetics methods\"}],\"text\":\"Electrical, gravity, and magnetics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Modeling and field procedures\"}]}","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"de420052542d14effa30c7c8a925d2a046897d44a79c167805300271774c0116","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He makes course really interesting and attractive! And his courses are well designed in a step-by-step process. He tests students in exam flexibly but he gives scores in a reasonable way. He has a little accent while that won't cause a big trouble. I personally learned a lot from his course.\",\"course_id\":\"GEOSCI/GLE 594\",\"date\":\"2018-12-06 19:46:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"78895bc5f197579c03a89d4e\",\"instructor_id\":\"rmp:1136170\",\"instructor_name\":\"Dante Fratta\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwOTAxMTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\"}],\"evidence_count\":1,\"review_ids\":[\"78895bc5f197579c03a89d4e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1136170\",\"name\":\"Dante Fratta\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Instructor makes the course interesting and well-designed with a step-by-step process.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Dante's courses are difficult, but you will learn a lot and he truly seems to care about your education.\",\"course_id\":\"GEOSCI/GLE 594\",\"date\":\"2017-12-12 19:04:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b5270080c607b195e97550e3\",\"instructor_id\":\"rmp:1136170\",\"instructor_name\":\"Dante Fratta\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MTYwNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\"},{\"comment\":\"He makes course really interesting and attractive! And his courses are well designed in a step-by-step process. He tests students in exam flexibly but he gives scores in a reasonable way. He has a little accent while that won't cause a big trouble. I personally learned a lot from his course.\",\"course_id\":\"GEOSCI/GLE 594\",\"date\":\"2018-12-06 19:46:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"78895bc5f197579c03a89d4e\",\"instructor_id\":\"rmp:1136170\",\"instructor_name\":\"Dante Fratta\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwOTAxMTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\"}],\"evidence_count\":2,\"review_ids\":[\"b5270080c607b195e97550e3\",\"78895bc5f197579c03a89d4e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1136170\",\"name\":\"Dante Fratta\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"summary\":\"Students learn a lot and appreciate the instructor's care for their education, despite the difficulty.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"He makes course really interesting and attractive! And his courses are well designed in a step-by-step process. He tests students in exam flexibly but he gives scores in a reasonable way. He has a little accent while that won't cause a big trouble. I personally learned a lot from his course.\",\"course_id\":\"GEOSCI/GLE 594\",\"date\":\"2018-12-06 19:46:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"78895bc5f197579c03a89d4e\",\"instructor_id\":\"rmp:1136170\",\"instructor_name\":\"Dante Fratta\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwOTAxMTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\"}],\"evidence_count\":1,\"review_ids\":[\"78895bc5f197579c03a89d4e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1136170\",\"name\":\"Dante Fratta\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Exams are flexible and grading is reasonable.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-789789da373eecc1ff75f626","output_id":"11398da84a726f4747a2d01fed46e7091668251beaa4813f172dcf7a502aa963","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[\"n5\",\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n4\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n5\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 208\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 248\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"EMA\"],\"timing\":\"prior\"},\"evidence\":\"E M A 202\",\"id\":\"n9\",\"kind\":\"course\"}],\"notes\":[\"Requirement text contains 'MATH 222and' and 'orE M A 202' with missing spaces; parsed as separate conditions/courses based on context.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Model did not return this required section","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-789789da373eecc1ff75f626","output_id":"11398da84a726f4747a2d01fed46e7091668251beaa4813f172dcf7a502aa963","section":"search_profile","status":"invalid","value_json":null,"candidate_json":"\"{\\\"assumed_background\\\":[{\\\"evidence\\\":[{\\\"course_id\\\":\\\"MATH 222\\\",\\\"field\\\":\\\"description\\\",\\\"quote\\\":\\\"Techniques of integration\\\"}],\\\"text\\\":\\\"Calculus and analytic geometry\\\"},{\\\"evidence\\\":[{\\\"course_id\\\":\\\"PHYSICS 202\\\",\\\"field\\\":\\\"description\\\",\\\"quote\\\":\\\"Calculus-based introduction to physics\\\"}],\\\"text\\\":\\\"Calculus-based physics\\\"},{\\\"evidence\\\":[{\\\"course_id\\\":\\\"PHYSICS 208\\\",\\\"field\\\":\\\"description\\\",\\\"quote\\\":\\\"calculus-based introduction to physics\\\"}],\\\"text\\\":\\\"Calculus-based physics\\\"},{\\\"evidence\\\":[{\\\"course_id\\\":\\\"PHYSICS 248\\\",\\\"field\\\":\\\"description\\\",\\\"quote\\\":\\\"Electromagnetism, circuits, optics\\\"}],\\\"text\\\":\\\"Calculus-based physics\\\"},{\\\"evidence\\\":[{\\\"course_id\\\":\\\"EMA 202\\\",\\\"field\\\":\\\"description\\\",\\\"quote\\\":\\\"Kinematics, force-mass-acceleration relations\\\"}],\\\"text\\\":\\\"Engineering dynamics\\\"}],\\\"search_phrases\\\":[\\\"applied geophysics survey\\\",\\\"seismic refraction reflection\\\",\\\"electrical resistivity gravity magnetics\\\",\\\"geophysics modeling field procedures\\\",\\\"GEOSCI 594 prerequisites\\\"],\\\"skills_taught\\\":[{\\\"evidence\\\":[{\\\"course_id\\\":\\\"GEOSCI/GLE 594\\\",\\\"field\\\":\\\"description\\\",\\\"quote\\\":\\\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\\\"}],\\\"text\\\":\\\"Applied geophysics methods\\\"},{\\\"evidence\\\":[{\\\"course_id\\\":\\\"GEOSCI/GLE 594\\\",\\\"field\\\":\\\"description\\\",\\\"quote\\\":\\\"modeling techniques and field procedures\\\"}],\\\"text\\\":\\\"Geophysical modeling and field procedures\\\"}],\\\"summary\\\":{\\\"evidence\\\":[{\\\"course_id\\\":\\\"GEOSCI/GLE 594\\\",\\\"field\\\":\\\"title\\\",\\\"quote\\\":\\\"INTRODUCTION TO APPLIED GEOPHYSICS\\\"},{\\\"course_id\\\":\\\"GEOSCI/GLE 594\\\",\\\"field\\\":\\\"description\\\",\\\"quote\\\":\\\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\\\"}],\\\"text\\\":\\\"Introduction to applied geophysics covering seismic, electrical, gravity, and magnetics methods with modeling and field procedures.\\\"},\\\"topics\\\":[{\\\"evidence\\\":[{\\\"course_id\\\":\\\"GEOSCI/GLE 594\\\",\\\"field\\\":\\\"description\\\",\\\"quote\\\":\\\"seismic refraction, seismic reflection\\\"}],\\\"text\\\":\\\"Seismic methods\\\"},{\\\"evidence\\\":[{\\\"course_id\\\":\\\"GEOSCI/GLE 594\\\",\\\"field\\\":\\\"description\\\",\\\"quote\\\":\\\"electrical resistivity, gravity, and magnetics methods\\\"}],\\\"text\\\":\\\"Electrical, gravity, and magnetics methods\\\"},{\\\"evidence\\\":[{\\\"course_id\\\":\\\"GEOSCI/GLE 594\\\",\\\"field\\\":\\\"description\\\",\\\"quote\\\":\\\"modeling techniques and field procedures\\\"}],\\\"text\\\":\\\"Modeling and field procedures\\\"}]},\\\"requirements\\\":{\\\"nodes\\\":[{\\\"children\\\":[\\\"n1\\\",\\\"n2\\\",\\\"n3\\\"],\\\"condition\\\":null,\\\"course\\\":null,\\\"evidence\\\":\\\"MATH 222and (PHYSICS 202,208,248, orE M A 202), graduate/professional standing, or member of Engineering Guest Students\\\",\\\"id\\\":\\\"n0\\\",\\\"kind\\\":\\\"any\\\"},{\\\"children\\\":[\\\"n4\\\",\\\"n5\\\"],\\\"condition\\\":null,\\\"course\\\":null,\\\"evidence\\\":\\\"MATH 222and (PHYSICS 202,208,248, orE M A 202)\\\",\\\"id\\\":\\\"n1\\\",\\\"kind\\\":\\\"all\\\"},{\\\"children\\\":[],\\\"condition\\\":\\\"graduate/professional standing\\\",\\\"course\\\":null,\\\"evidence\\\":\\\"graduate/professional standing\\\",\\\"id\\\":\\\"n2\\\",\\\"kind\\\":\\\"condition\\\"},{\\\"children\\\":[],\\\"condition\\\":\\\"member of Engineering Guest Students\\\",\\\"course\\\":null,\\\"evidence\\\":\\\"member of Engineering Guest Students\\\",\\\"id\\\":\\\"n3\\\",\\\"kind\\\":\\\"condition\\\"},{\\\"children\\\":[],\\\"condition\\\":null,\\\"course\\\":{\\\"course_number\\\":222,\\\"minimum_grade\\\":null,\\\"subjects\\\":[\\\"MATH\\\"],\\\"timing\\\":\\\"prior\\\"},\\\"evidence\\\":\\\"Techniques of integration\\\",\\\"id\\\":\\\"n4\\\",\\\"kind\\\":\\\"course\\\"},{\\\"children\\\":[\\\"n6\\\",\\\"n7\\\",\\\"n8\\\",\\\"n9\\\"],\\\"condition\\\":null,\\\"course\\\":null,\\\"evidence\\\":\\\"(PHYSICS 202,208,248, orE M A 202)\\\",\\\"id\\\":\\\"n5\\\",\\\"kind\\\":\\\"any\\\"},{\\\"children\\\":[],\\\"condition\\\":null,\\\"course\\\":{\\\"course_number\\\":202,\\\"minimum_grade\\\":null,\\\"subjects\\\":[\\\"PHYSICS\\\"],\\\"timing\\\":\\\"prior\\\"},\\\"evidence\\\":\\\"Calculus-based introduction to physics\\\",\\\"id\\\":\\\"n6\\\",\\\"kind\\\":\\\"course\\\"},{\\\"children\\\":[],\\\"condition\\\":null,\\\"course\\\":{\\\"course_number\\\":208,\\\"minimum_grade\\\":null,\\\"subjects\\\":[\\\"PHYSICS\\\"],\\\"timing\\\":\\\"prior\\\"},\\\"evidence\\\":\\\"calculus-based introduction to physics\\\",\\\"id\\\":\\\"n7\\\",\\\"kind\\\":\\\"course\\\"},{\\\"children\\\":[],\\\"condition\\\":null,\\\"course\\\":{\\\"course_number\\\":248,\\\"minimum_grade\\\":null,\\\"subjects\\\":[\\\"PHYSICS\\\"],\\\"timing\\\":\\\"prior\\\"},\\\"evidence\\\":\\\"Electromagnetism, circuits, optics\\\",\\\"id\\\":\\\"n8\\\",\\\"kind\\\":\\\"course\\\"},{\\\"children\\\":[],\\\"condition\\\":null,\\\"course\\\":{\\\"course_number\\\":202,\\\"minimum_grade\\\":null,\\\"subjects\\\":[\\\"EMA\\\"],\\\"timing\\\":\\\"prior\\\"},\\\"evidence\\\":\\\"Kinematics, force-mass-acceleration relations\\\",\\\"id\\\":\\\"n9\\\",\\\"kind\\\":\\\"course\\\"}],\\\"notes\\\":[\\\"Requirement text contains 'MATH 222and' and 'orE M A 202' with missing spaces; parsed as separate conditions/courses based on context.\\\"],\\\"root\\\":\\\"n0\\\",\\\"status\\\":\\\"parsed\\\"}}\"","error":"'{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 222\",\"field\":\"description\",\"quote\":\"Techniques of integration\"}],\"text\":\"Calculus and analytic geometry\"},{\"evidence\":[{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics\"}],\"text\":\"Calculus-based physics\"},{\"evidence\":[{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics\"}],\"text\":\"Calculus-based physics\"},{\"evidence\":[{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics\"}],\"text\":\"Calculus-based physics\"},{\"evidence\":[{\"course_id\":\"EMA 202\",\"field\":\"description\",\"quote\":\"Kinematics, force-mass-acceleration relations\"}],\"text\":\"Engineering dynamics\"}],\"search_phrases\":[\"applied geophysics survey\",\"seismic refraction reflection\",\"electrical resistivity gravity magnetics\",\"geophysics modeling field procedures\",\"GEOSCI 594 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Applied geophysics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Geophysical modeling and field procedures\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO APPLIED GEOPHYSICS\"},{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Introduction to applied geophysics covering seismic, electrical, gravity, and magnetics methods with modeling and field procedures.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"seismic refraction, seismic reflection\"}],\"text\":\"Seismic methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"electrical resistivity, gravity, and magnetics methods\"}],\"text\":\"Electrical, gravity, and magnetics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Modeling and field procedures\"}]},\"requirements\":{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"Techniques of integration\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"Calculus-based introduction to physics\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"calculus-based introduction to physics\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"Electromagnetism, circuits, optics\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"EMA\"],\"timing\":\"prior\"},\"evidence\":\"Kinematics, force-mass-acceleration relations\",\"id\":\"n9\",\"kind\":\"course\"}],\"notes\":[\"Requirement text contains \\'MATH 222and\\' and \\'orE M A 202\\' with missing spaces; parsed as separate conditions/courses based on context.\"],\"root\":\"n0\",\"status\":\"parsed\"}}' is not of type 'object'","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-789789da373eecc1ff75f626","output_id":"11398da84a726f4747a2d01fed46e7091668251beaa4813f172dcf7a502aa963","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c950e717d1d11ff4ba33a0ba628ebc4767607efa9da98bfd79034d22ddfb6ace","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"EMA\"],\"timing\":\"prior\"},\"evidence\":\"E M A 202\",\"id\":\"n9\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c950e717d1d11ff4ba33a0ba628ebc4767607efa9da98bfd79034d22ddfb6ace","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 222\",\"field\":\"description\",\"quote\":\"Techniques of integration\"}],\"text\":\"Calculus and analytic geometry\"},{\"evidence\":[{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics\"}],\"text\":\"Calculus-based physics\"},{\"evidence\":[{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics\"}],\"text\":\"Calculus-based physics for biological sciences\"},{\"evidence\":[{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics\"}],\"text\":\"Modern physics with computation\"},{\"evidence\":[{\"course_id\":\"EMA 202\",\"field\":\"description\",\"quote\":\"Kinematics, force-mass-acceleration relations\"}],\"text\":\"Engineering dynamics\"}],\"search_phrases\":[\"applied geophysics survey\",\"seismic refraction reflection\",\"electrical resistivity gravity magnetics\",\"geophysics modeling field procedures\",\"GEOSCI 594 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Applied geophysics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Geophysical modeling and field procedures\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO APPLIED GEOPHYSICS\"},{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Introduction to applied geophysics covering seismic, electrical, gravity, and magnetics methods with modeling and field procedures.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"seismic refraction, seismic reflection\"}],\"text\":\"Seismic methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"electrical resistivity, gravity, and magnetics methods\"}],\"text\":\"Electrical, gravity, and magnetics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Modeling and field procedures\"}]}","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c950e717d1d11ff4ba33a0ba628ebc4767607efa9da98bfd79034d22ddfb6ace","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He makes course really interesting and attractive! And his courses are well designed in a step-by-step process. He tests students in exam flexibly but he gives scores in a reasonable way. He has a little accent while that won't cause a big trouble. I personally learned a lot from his course.\",\"course_id\":\"GEOSCI/GLE 594\",\"date\":\"2018-12-06 19:46:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"78895bc5f197579c03a89d4e\",\"instructor_id\":\"rmp:1136170\",\"instructor_name\":\"Dante Fratta\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwOTAxMTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\"}],\"evidence_count\":1,\"review_ids\":[\"78895bc5f197579c03a89d4e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1136170\",\"name\":\"Dante Fratta\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Instructor makes the course interesting and well-designed with a step-by-step process.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Dante's courses are difficult, but you will learn a lot and he truly seems to care about your education.\",\"course_id\":\"GEOSCI/GLE 594\",\"date\":\"2017-12-12 19:04:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b5270080c607b195e97550e3\",\"instructor_id\":\"rmp:1136170\",\"instructor_name\":\"Dante Fratta\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MTYwNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\"},{\"comment\":\"He makes course really interesting and attractive! And his courses are well designed in a step-by-step process. He tests students in exam flexibly but he gives scores in a reasonable way. He has a little accent while that won't cause a big trouble. I personally learned a lot from his course.\",\"course_id\":\"GEOSCI/GLE 594\",\"date\":\"2018-12-06 19:46:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"78895bc5f197579c03a89d4e\",\"instructor_id\":\"rmp:1136170\",\"instructor_name\":\"Dante Fratta\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwOTAxMTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\"}],\"evidence_count\":2,\"review_ids\":[\"b5270080c607b195e97550e3\",\"78895bc5f197579c03a89d4e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1136170\",\"name\":\"Dante Fratta\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"summary\":\"Students learn a lot and appreciate the instructor's care for their education, despite the difficulty.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"He makes course really interesting and attractive! And his courses are well designed in a step-by-step process. He tests students in exam flexibly but he gives scores in a reasonable way. He has a little accent while that won't cause a big trouble. I personally learned a lot from his course.\",\"course_id\":\"GEOSCI/GLE 594\",\"date\":\"2018-12-06 19:46:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"78895bc5f197579c03a89d4e\",\"instructor_id\":\"rmp:1136170\",\"instructor_name\":\"Dante Fratta\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwOTAxMTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\"}],\"evidence_count\":1,\"review_ids\":[\"78895bc5f197579c03a89d4e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1136170\",\"name\":\"Dante Fratta\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Exams are flexible and grading is reasonable.\"}]}","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"c950e717d1d11ff4ba33a0ba628ebc4767607efa9da98bfd79034d22ddfb6ace","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"15b8494f9ec579cb054baabc412763240f30cc32ab4885d3a5121ebd140f5398\",\"course_id\":\"GEOSCI/GLE 594\",\"current_instructors\":[{\"instructor_uid\":\"instructor_f6da49ca3696aab67db96e95\",\"message\":\"Summary generation failed\",\"name\":\"Dante Fratta\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:1136170\",\"summary\":[{\"citations\":[{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.50 GPA, 83.3% A/AB (n=12 letter grades); Fall 2024: 3.71 GPA, 85.7% A/AB (n=7 letter grades); Fall 2025: 3.44 GPA, 50.0% A/AB (n=8 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_e080952de0f0affed01fd1c8\",\"message\":\"No course-specific reviews available\",\"name\":\"Eva Golos\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.38 GPA, 75.0% A/AB (n=8 letter grades); Fall 2024: 3.71 GPA, 85.7% A/AB (n=7 letter grades); Fall 2025: 3.44 GPA, 50.0% A/AB (n=8 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_f6da49ca3696aab67db96e95\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.38 GPA, 75.0% A/AB (n=8 letter grades); Fall 2024: 3.71 GPA, 85.7% A/AB (n=7 letter grades); Fall 2025: 3.44 GPA, 50.0% A/AB (n=8 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"DANTE FRATTA is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Fall 2013, Fall 2014, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"EVA GOLOS is recorded teaching in Fall 2023, Fall 2024, Fall 2025. 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\": \"professor\", \"instructor_uid\": \"instructor_f6da49ca3696aab67db96e95\", \"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":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"9284ee02189d42bd5a5069c43c44e1ef26e092f3c5255a274dcfbee7237d6511","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 208\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 248\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"EMA\"],\"timing\":\"prior\"},\"evidence\":\"E M A 202\",\"id\":\"n9\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n7: evidence 'PHYSICS 208' must quote an exact source substring.\nNode n8: evidence 'PHYSICS 248' must quote an exact source substring.","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"9284ee02189d42bd5a5069c43c44e1ef26e092f3c5255a274dcfbee7237d6511","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 222\",\"field\":\"description\",\"quote\":\"Techniques of integration\"}],\"text\":\"Calculus and analytic geometry\"},{\"evidence\":[{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics\"}],\"text\":\"Calculus-based physics\"},{\"evidence\":[{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics\"}],\"text\":\"Calculus-based physics for biological sciences\"},{\"evidence\":[{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics\"}],\"text\":\"Modern physics with computation\"},{\"evidence\":[{\"course_id\":\"EMA 202\",\"field\":\"description\",\"quote\":\"Kinematics, force-mass-acceleration relations\"}],\"text\":\"Engineering dynamics\"}],\"search_phrases\":[\"applied geophysics survey\",\"seismic refraction reflection\",\"electrical resistivity gravity magnetics\",\"geophysics modeling field procedures\",\"GEOSCI 594 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Applied geophysics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Geophysical modeling and field procedures\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO APPLIED GEOPHYSICS\"},{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Introduction to applied geophysics covering seismic, electrical, gravity, and magnetics methods with modeling and field procedures.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"seismic refraction, seismic reflection\"}],\"text\":\"Seismic methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"electrical resistivity, gravity, and magnetics methods\"}],\"text\":\"Electrical, gravity, and magnetics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Modeling and field procedures\"}]}","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-dab8f6acaa72f26086773521","output_id":"9284ee02189d42bd5a5069c43c44e1ef26e092f3c5255a274dcfbee7237d6511","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"27fc06d5d1dfd3847ca459e2eea5bc1fb0cd40857af983a61e40d86323f0232c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202), graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n4\",\"n5\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 222and (PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":222,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 222\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[\"n6\",\"n7\",\"n8\",\"n9\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208,248, orE M A 202)\",\"id\":\"n5\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"EMA\"],\"timing\":\"prior\"},\"evidence\":\"E M A 202\",\"id\":\"n9\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"27fc06d5d1dfd3847ca459e2eea5bc1fb0cd40857af983a61e40d86323f0232c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"MATH 222\",\"field\":\"description\",\"quote\":\"Techniques of integration\"}],\"text\":\"Calculus and analytic geometry\"},{\"evidence\":[{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics\"}],\"text\":\"Calculus-based physics\"},{\"evidence\":[{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics\"}],\"text\":\"Calculus-based physics for biological sciences\"},{\"evidence\":[{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Electromagnetism, circuits, optics\"}],\"text\":\"Modern physics with computation\"},{\"evidence\":[{\"course_id\":\"EMA 202\",\"field\":\"description\",\"quote\":\"Kinematics, force-mass-acceleration relations\"}],\"text\":\"Engineering dynamics\"}],\"search_phrases\":[\"applied geophysics survey\",\"seismic refraction reflection\",\"electrical resistivity gravity magnetics\",\"geophysics modeling field procedures\",\"GEOSCI 594 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Applied geophysics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Geophysical modeling and field procedures\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO APPLIED GEOPHYSICS\"},{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"Survey of applied geophysics, including seismic refraction, seismic reflection, electrical resistivity, gravity, and magnetics methods.\"}],\"text\":\"Introduction to applied geophysics covering seismic, electrical, gravity, and magnetics methods with modeling and field procedures.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"seismic refraction, seismic reflection\"}],\"text\":\"Seismic methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"electrical resistivity, gravity, and magnetics methods\"}],\"text\":\"Electrical, gravity, and magnetics methods\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 594\",\"field\":\"description\",\"quote\":\"modeling techniques and field procedures\"}],\"text\":\"Modeling and field procedures\"}]}","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"27fc06d5d1dfd3847ca459e2eea5bc1fb0cd40857af983a61e40d86323f0232c","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"He makes course really interesting and attractive! And his courses are well designed in a step-by-step process. He tests students in exam flexibly but he gives scores in a reasonable way. He has a little accent while that won't cause a big trouble. I personally learned a lot from his course.\",\"course_id\":\"GEOSCI/GLE 594\",\"date\":\"2018-12-06 19:46:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"78895bc5f197579c03a89d4e\",\"instructor_id\":\"rmp:1136170\",\"instructor_name\":\"Dante Fratta\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwOTAxMTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\"}],\"evidence_count\":1,\"review_ids\":[\"78895bc5f197579c03a89d4e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1136170\",\"name\":\"Dante Fratta\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Instructor makes the course interesting and well-designed with a step-by-step process.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Dante's courses are difficult, but you will learn a lot and he truly seems to care about your education.\",\"course_id\":\"GEOSCI/GLE 594\",\"date\":\"2017-12-12 19:04:41 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"b5270080c607b195e97550e3\",\"instructor_id\":\"rmp:1136170\",\"instructor_name\":\"Dante Fratta\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5MTYwNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\"},{\"comment\":\"He makes course really interesting and attractive! And his courses are well designed in a step-by-step process. He tests students in exam flexibly but he gives scores in a reasonable way. He has a little accent while that won't cause a big trouble. I personally learned a lot from his course.\",\"course_id\":\"GEOSCI/GLE 594\",\"date\":\"2018-12-06 19:46:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"78895bc5f197579c03a89d4e\",\"instructor_id\":\"rmp:1136170\",\"instructor_name\":\"Dante Fratta\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwOTAxMTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\"}],\"evidence_count\":2,\"review_ids\":[\"b5270080c607b195e97550e3\",\"78895bc5f197579c03a89d4e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1136170\",\"name\":\"Dante Fratta\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"summary\":\"Students learn a lot and appreciate the instructor's care for their education, despite the difficulty.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"He makes course really interesting and attractive! And his courses are well designed in a step-by-step process. He tests students in exam flexibly but he gives scores in a reasonable way. He has a little accent while that won't cause a big trouble. I personally learned a lot from his course.\",\"course_id\":\"GEOSCI/GLE 594\",\"date\":\"2018-12-06 19:46:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"78895bc5f197579c03a89d4e\",\"instructor_id\":\"rmp:1136170\",\"instructor_name\":\"Dante Fratta\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwOTAxMTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\"}],\"evidence_count\":1,\"review_ids\":[\"78895bc5f197579c03a89d4e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1136170\",\"name\":\"Dante Fratta\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Exams are flexible and grading is reasonable.\"}]}","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_1a52ab5f7d05824d6e0a5e52","course_id":"GEOSCI/GLE 594","catalog_version_id":"08be01607ab25a3520782ed87b7feb078065397c4ded3e7adfb9942dcaaddf7e","record_version_id":"e402438aeb8875dea2b60e30cc7c0a7ee639793cd15a1b16855e308706a91c52","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"27fc06d5d1dfd3847ca459e2eea5bc1fb0cd40857af983a61e40d86323f0232c","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"15b8494f9ec579cb054baabc412763240f30cc32ab4885d3a5121ebd140f5398\",\"course_id\":\"GEOSCI/GLE 594\",\"current_instructors\":[{\"instructor_uid\":\"instructor_f6da49ca3696aab67db96e95\",\"message\":null,\"name\":\"Dante Fratta\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:1136170\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Dante Fratta\",\"review_date\":\"2017-12-12 19:04:41 +0000 UTC\",\"review_id\":\"b5270080c607b195e97550e3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1136170\",\"source_review_id\":\"UmF0aW5nLTI5MTYwNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\",\"type\":\"review\"},{\"instructor_name\":\"Dante Fratta\",\"review_date\":\"2018-12-06 19:46:37 +0000 UTC\",\"review_id\":\"78895bc5f197579c03a89d4e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1136170\",\"source_review_id\":\"UmF0aW5nLTMwOTAxMTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\",\"type\":\"review\"}],\"text\":\"Dante Fratta is described as caring and engaging, with well-designed, step-by-step courses that make the material interesting. Reviewers note that while the work is difficult, students learn significantly, and his flexible, reasonable grading style supports this growth.\"},{\"citations\":[{\"instructor_name\":\"Dante Fratta\",\"review_date\":\"2014-05-28 08:51:57 +0000 UTC\",\"review_id\":\"4c712abb1cda0db27c4aed8a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1136170\",\"source_review_id\":\"UmF0aW5nLTIzMzIwNTcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\",\"type\":\"review\"}],\"text\":\"One early review simply characterizes Fratta's course as great, providing minimal specific detail beyond a high quality rating.\"},{\"citations\":[{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.50 GPA, 83.3% A/AB (n=12 letter grades); Fall 2024: 3.71 GPA, 85.7% A/AB (n=7 letter grades); Fall 2025: 3.44 GPA, 50.0% A/AB (n=8 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_e080952de0f0affed01fd1c8\",\"message\":\"No course-specific reviews available\",\"name\":\"Eva Golos\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.38 GPA, 75.0% A/AB (n=8 letter grades); Fall 2024: 3.71 GPA, 85.7% A/AB (n=7 letter grades); Fall 2025: 3.44 GPA, 50.0% A/AB (n=8 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Dante Fratta\",\"review_date\":\"2017-12-12 19:04:41 +0000 UTC\",\"review_id\":\"b5270080c607b195e97550e3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1136170\",\"source_review_id\":\"UmF0aW5nLTI5MTYwNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\",\"type\":\"review\"}],\"text\":\"Reviewers describe the course as difficult but note that students learn a significant amount from the instruction.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Dante Fratta\",\"review_date\":\"2014-05-28 08:51:57 +0000 UTC\",\"review_id\":\"4c712abb1cda0db27c4aed8a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1136170\",\"source_review_id\":\"UmF0aW5nLTIzMzIwNTcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\",\"type\":\"review\"},{\"instructor_name\":\"Dante Fratta\",\"review_date\":\"2017-12-12 19:04:41 +0000 UTC\",\"review_id\":\"b5270080c607b195e97550e3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1136170\",\"source_review_id\":\"UmF0aW5nLTI5MTYwNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\",\"type\":\"review\"},{\"instructor_name\":\"Dante Fratta\",\"review_date\":\"2018-12-06 19:46:37 +0000 UTC\",\"review_id\":\"78895bc5f197579c03a89d4e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1136170\",\"source_review_id\":\"UmF0aW5nLTMwOTAxMTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\",\"type\":\"review\"}],\"text\":\"Dante Fratta's course is highly rated for its engaging content and reasonable grading, though some students find the material difficult.\"},{\"citations\":[{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.38 GPA, 75.0% A/AB (n=8 letter grades); Fall 2024: 3.71 GPA, 85.7% A/AB (n=7 letter grades); Fall 2025: 3.44 GPA, 50.0% A/AB (n=8 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Dante Fratta\",\"review_date\":\"2018-12-06 19:46:37 +0000 UTC\",\"review_id\":\"78895bc5f197579c03a89d4e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1136170\",\"source_review_id\":\"UmF0aW5nLTMwOTAxMTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1136170\",\"type\":\"review\"}],\"text\":\"Students appreciate the step-by-step course design and flexible testing, finding the instruction interesting despite a minor accent.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"DANTE FRATTA is recorded teaching in Fall 2006, Fall 2007, Fall 2008, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Fall 2013, Fall 2014, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 594\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"source_record\":{\"entity_id\":\"969bed20-3e2f-31fa-9fc9-c65b20ceb2dd\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"EVA GOLOS is recorded teaching in Fall 2023, Fall 2024, Fall 2025. 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}]