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If I learned anything from this course, it was from my TA and my fellow classmates, as well as trial and error through Aspen.\",\"course_id\":\"CBE 450\",\"date\":\"2020-05-13 19:54:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"01ccfc697f99b1b4852978c1\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMjg2Nzk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"450 Swaney is very different from other classes; he's vert helpful in guiding the projects during office hours and has a lot of knowledge to share. However, old habits prevail: unorganized class, consistently behind schedule, doesn't know when his own exams are, and project info is scattered throughout 5-6 different PDFs. 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"STYLIANA AVRAAMIDOU is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_1e3326060f20e7f92c226d9a","course_id":"CBE 450","catalog_version_id":"151318630389eac24f0a948f2abe4ad68eb0efb483e37226327ae245f1512ed3","record_version_id":"831c7be993c392e77cfe10558bdecb68e390880441b44b67795de064788f25da","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f8d664a5b2c563d4eeb761bf5675669002b47cbd6222eed504523ef055ca3e8e","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"CBE 326,426, and430\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":326,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior\"},\"evidence\":\"CBE 326\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":426,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior\"},\"evidence\":\"426\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":430,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior\"},\"evidence\":\"430\",\"id\":\"n3\",\"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_1e3326060f20e7f92c226d9a","course_id":"CBE 450","catalog_version_id":"151318630389eac24f0a948f2abe4ad68eb0efb483e37226327ae245f1512ed3","record_version_id":"831c7be993c392e77cfe10558bdecb68e390880441b44b67795de064788f25da","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f8d664a5b2c563d4eeb761bf5675669002b47cbd6222eed504523ef055ca3e8e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CBE 326\",\"field\":\"description\",\"quote\":\"Analysis of chemical engineering operations involving fluid flow and heat transfer.\"},{\"course_id\":\"CBE 426\",\"field\":\"description\",\"quote\":\"Analysis of chemical engineering operations involving mass transfer.\"},{\"course_id\":\"CBE 430\",\"field\":\"description\",\"quote\":\"Analysis and interpretation of kinetic data and catalytic phenomena; application of basic engineering principles to chemical reactor design.\"}],\"text\":\"Prerequisite knowledge in momentum, heat, and mass transfer operations, and reactor design.\"}],\"search_phrases\":[\"chemical process design\",\"CBE 450 syllabus\",\"process equipment design\",\"chemical engineering systems analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE 450\",\"field\":\"description\",\"quote\":\"Analysis and design of chemical processing systems and equipment.\"}],\"text\":\"Analysis and design of chemical processing systems and equipment.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE 450\",\"field\":\"title\",\"quote\":\"PROCESS DESIGN\"},{\"course_id\":\"CBE 450\",\"field\":\"description\",\"quote\":\"Analysis and design of chemical processing systems and equipment.\"}],\"text\":\"CBE 450 teaches the analysis and design of chemical processing systems and equipment.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE 450\",\"field\":\"description\",\"quote\":\"chemical processing systems and equipment\"}],\"text\":\"Chemical processing systems and equipment\"}]}","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_1e3326060f20e7f92c226d9a","course_id":"CBE 450","catalog_version_id":"151318630389eac24f0a948f2abe4ad68eb0efb483e37226327ae245f1512ed3","record_version_id":"831c7be993c392e77cfe10558bdecb68e390880441b44b67795de064788f25da","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f8d664a5b2c563d4eeb761bf5675669002b47cbd6222eed504523ef055ca3e8e","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great professor.  Challenges you to think on your own - long-winded but very helpful if you ask questions.\",\"course_id\":\"CBE 450\",\"date\":\"2012-10-08 19:14:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"340236d0868f87ed74200914\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTIwNjg2NzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"The course is uninspired, not well thought out, and lectures tend to be completely unrelated to the course projects or tests. If I learned anything from this course, it was from my TA and my fellow classmates, as well as trial and error through Aspen.\",\"course_id\":\"CBE 450\",\"date\":\"2020-05-13 19:54:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"01ccfc697f99b1b4852978c1\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMjg2Nzk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"450 Swaney is very different from other classes; he's vert helpful in guiding the projects during office hours and has a lot of knowledge to share. However, old habits prevail: unorganized class, consistently behind schedule, doesn't know when his own exams are, and project info is scattered throughout 5-6 different PDFs. Overall, not bad.\",\"course_id\":\"CBE 450\",\"date\":\"2025-05-13 17:04:56 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"654cb0224655391f13f6e6b5\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjY3Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"}],\"evidence_count\":3,\"review_ids\":[\"340236d0868f87ed74200914\",\"01ccfc697f99b1b4852978c1\",\"654cb0224655391f13f6e6b5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2012\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor is helpful and knowledgeable but lectures can be unrelated to assessments and class organization is poor.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"The course is uninspired, not well thought out, and lectures tend to be completely unrelated to the course projects or tests. If I learned anything from this course, it was from my TA and my fellow classmates, as well as trial and error through Aspen.\",\"course_id\":\"CBE 450\",\"date\":\"2020-05-13 19:54:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"01ccfc697f99b1b4852978c1\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMjg2Nzk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"450 Swaney is very different from other classes; he's vert helpful in guiding the projects during office hours and has a lot of knowledge to share. However, old habits prevail: unorganized class, consistently behind schedule, doesn't know when his own exams are, and project info is scattered throughout 5-6 different PDFs. Overall, not bad.\",\"course_id\":\"CBE 450\",\"date\":\"2025-05-13 17:04:56 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"654cb0224655391f13f6e6b5\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjY3Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"}],\"evidence_count\":2,\"review_ids\":[\"01ccfc697f99b1b4852978c1\",\"654cb0224655391f13f6e6b5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"summary\":\"Class is described as unorganized, behind schedule, and project information is scattered across multiple documents.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The course is uninspired, not well thought out, and lectures tend to be completely unrelated to the course projects or tests. If I learned anything from this course, it was from my TA and my fellow classmates, as well as trial and error through Aspen.\",\"course_id\":\"CBE 450\",\"date\":\"2020-05-13 19:54:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"01ccfc697f99b1b4852978c1\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMzMjg2Nzk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"450 Swaney is very different from other classes; he's vert helpful in guiding the projects during office hours and has a lot of knowledge to share. However, old habits prevail: unorganized class, consistently behind schedule, doesn't know when his own exams are, and project info is scattered throughout 5-6 different PDFs. Overall, not bad.\",\"course_id\":\"CBE 450\",\"date\":\"2025-05-13 17:04:56 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"654cb0224655391f13f6e6b5\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQxMjY3Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"}],\"evidence_count\":2,\"review_ids\":[\"01ccfc697f99b1b4852978c1\",\"654cb0224655391f13f6e6b5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"Students learn significantly from TAs and peers through trial and error in Aspen, despite uninspired course design.\"}]}","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_1e3326060f20e7f92c226d9a","course_id":"CBE 450","catalog_version_id":"151318630389eac24f0a948f2abe4ad68eb0efb483e37226327ae245f1512ed3","record_version_id":"831c7be993c392e77cfe10558bdecb68e390880441b44b67795de064788f25da","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f8d664a5b2c563d4eeb761bf5675669002b47cbd6222eed504523ef055ca3e8e","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"ec0bb94f083646f76284a566a2a237fb72bd51232f3f0163ac7248d2b5001db2\",\"course_id\":\"CBE 450\",\"current_instructors\":[{\"instructor_uid\":\"instructor_0675a13af6f34dddd02b73ae\",\"message\":\"No course-specific reviews available\",\"name\":\"Styliana Avraamidou\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.55 GPA, 86.6% A/AB (n=67 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2020-05-13 19:54:34 +0000 UTC\",\"review_id\":\"01ccfc697f99b1b4852978c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTMzMjg2Nzk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"},{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2025-05-13 17:04:56 +0000 UTC\",\"review_id\":\"654cb0224655391f13f6e6b5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTQxMjY3Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"}],\"text\":\"Historical reviews of Ross Swaney: Students report that project information is scattered across multiple PDFs and lectures may not align with tests, requiring significant self-directed learning and trial and error.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2008-11-16 23:04:20 +0000 UTC\",\"review_id\":\"c868173be9da1b133c6eb0f7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTE1MDA1OTU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"},{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2012-10-08 19:14:07 +0000 UTC\",\"review_id\":\"340236d0868f87ed74200914\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTIwNjg2NzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"},{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2020-05-13 19:54:34 +0000 UTC\",\"review_id\":\"01ccfc697f99b1b4852978c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTMzMjg2Nzk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"},{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2025-05-13 17:04:56 +0000 UTC\",\"review_id\":\"654cb0224655391f13f6e6b5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTQxMjY3Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"}],\"text\":\"Historical reviews of Ross Swaney: Ross Swaney receives mixed reviews for CBE 450. Some students find him helpful and challenging, while others criticize the course as uninspired and poorly organized. One review notes significant frustration with the lack of structure and relevance of lectures to projects.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2012-10-08 19:14:07 +0000 UTC\",\"review_id\":\"340236d0868f87ed74200914\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTIwNjg2NzIw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"},{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2025-05-13 17:04:56 +0000 UTC\",\"review_id\":\"654cb0224655391f13f6e6b5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTQxMjY3Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"}],\"text\":\"Historical reviews of Ross Swaney: Ross Swaney is helpful and challenges students to think independently, though his lectures can be long-winded and the course structure is often disorganized.\"},{\"citations\":[{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.27 GPA, 57.5% A/AB (n=73 letter grades); Fall 2025: 3.27 GPA, 59.4% A/AB (n=32 letter grades); Spring 2026: 3.55 GPA, 86.6% A/AB (n=67 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2020-05-13 19:54:34 +0000 UTC\",\"review_id\":\"01ccfc697f99b1b4852978c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTMzMjg2Nzk4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"}],\"text\":\"Historical reviews of Ross Swaney: Some reviewers found the course uninspired and poorly thought out, noting that they learned more from TAs and classmates than from the lectures.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"CBE 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450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ROSS SWANEY is recorded teaching in Spring 2007, Fall 2008, Spring 2009, Spring 2011, Spring 2012, Spring 2013, Spring 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2018, Spring 2020, Spring 2023, Fall 2023, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 450\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"source_record\":{\"entity_id\":\"edda29d3-70f7-393d-a9ea-2853cd2f71b4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"STYLIANA AVRAAMIDOU is recorded teaching in Spring 2026. 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}]