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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_9f634df971b742938e82d316\", \"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":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_ffa6ab2f0ff8da293926ca6d","course_id":"GEOG 572","catalog_version_id":"e469b5409ef7f46a64c6ac15b1f843f555610baf776d2e025b2e1a173226a536","record_version_id":"c5c69caf62bd23a810d3a8c8a9d1b6e215e6dc706a400b08c72924d62736fe10","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f5f8d036ac390f6b5b24a57fc65eab242cbc25934ed231013225ee2be4a3cc37","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"GEOG 370or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":370,\"minimum_grade\":null,\"subjects\":[\"GEOG\"],\"timing\":\"prior\"},\"evidence\":\"GEOG 370\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_ffa6ab2f0ff8da293926ca6d","course_id":"GEOG 572","catalog_version_id":"e469b5409ef7f46a64c6ac15b1f843f555610baf776d2e025b2e1a173226a536","record_version_id":"c5c69caf62bd23a810d3a8c8a9d1b6e215e6dc706a400b08c72924d62736fe10","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f5f8d036ac390f6b5b24a57fc65eab242cbc25934ed231013225ee2be4a3cc37","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GEOG 370\",\"field\":\"description\",\"quote\":\"A broad introduction to cartography emphasizing the theory and practice of map-making.\"}],\"text\":\"Foundational cartography theory and practice\"}],\"search_phrases\":[\"cartographic design principles\",\"map graphic communication\",\"thematic mapping techniques\",\"spatial reference systems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOG 572\",\"field\":\"description\",\"quote\":\"Study of the map as a graphic communication, the technical and perceptual aspects of its organization, symbolic coding, color and lettering.\"}],\"text\":\"Map graphic communication and organization\"},{\"evidence\":[{\"course_id\":\"GEOG 572\",\"field\":\"description\",\"quote\":\"symbolic coding, color and lettering\"}],\"text\":\"Symbolic coding and visual design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOG 572\",\"field\":\"title\",\"quote\":\"GRAPHIC DESIGN IN CARTOGRAPHY\"},{\"course_id\":\"GEOG 572\",\"field\":\"description\",\"quote\":\"Study of the map as a graphic communication, the technical and perceptual aspects of its organization, symbolic coding, color and lettering.\"}],\"text\":\"Study of map graphic communication, including technical and perceptual organization, symbolic coding, color, and lettering.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOG 572\",\"field\":\"description\",\"quote\":\"technical and perceptual aspects of its organization\"}],\"text\":\"Technical and perceptual map organization\"},{\"evidence\":[{\"course_id\":\"GEOG 572\",\"field\":\"description\",\"quote\":\"symbolic coding, color and lettering\"}],\"text\":\"Symbolic coding, color, and lettering\"}]}","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_ffa6ab2f0ff8da293926ca6d","course_id":"GEOG 572","catalog_version_id":"e469b5409ef7f46a64c6ac15b1f843f555610baf776d2e025b2e1a173226a536","record_version_id":"c5c69caf62bd23a810d3a8c8a9d1b6e215e6dc706a400b08c72924d62736fe10","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f5f8d036ac390f6b5b24a57fc65eab242cbc25934ed231013225ee2be4a3cc37","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The course is fine, but the workload is extreme. 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Reviewers describe his course as having an extreme workload with rigid deadlines, noting that he condenses material into short periods. While one student earned an A, they reported having to abandon other life commitments to manage the intensity.\"},{\"citations\":[{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2021: 3.69 GPA, 81.2% A/AB (n=16 letter grades); Fall 2022: 3.67 GPA, 73.9% A/AB (n=23 letter grades); Fall 2025: 3.81 GPA, 85.7% A/AB (n=21 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Robert Roth\",\"review_date\":\"2013-12-17 15:59:59 +0000 UTC\",\"review_id\":\"654d6411cf312e77a80caaf8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1722716\",\"source_review_id\":\"UmF0aW5nLTIyNTg4NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722716\",\"type\":\"review\"}],\"text\":\"The course imposes an extreme workload by condensing material into a short period with rigid deadlines, requiring significant time management and sacrifice of other activities.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Robert Roth\",\"review_date\":\"2013-12-17 15:59:59 +0000 UTC\",\"review_id\":\"654d6411cf312e77a80caaf8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1722716\",\"source_review_id\":\"UmF0aW5nLTIyNTg4NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722716\",\"type\":\"review\"}],\"text\":\"Robert Roth's GEOG 572 is academically sound but carries an extreme workload that forces students to sacrifice other commitments, leading some to regret taking it despite earning high grades.\"},{\"citations\":[{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.88 GPA, 90.0% A/AB (n=30 letter grades); Spring 2025: 2.70 GPA, 60.0% A/AB (n=10 letter grades); Fall 2025: 3.81 GPA, 85.7% A/AB (n=21 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Robert Roth\",\"review_date\":\"2013-12-17 15:59:59 +0000 UTC\",\"review_id\":\"654d6411cf312e77a80caaf8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1722716\",\"source_review_id\":\"UmF0aW5nLTIyNTg4NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1722716\",\"type\":\"review\"}],\"text\":\"While the course content is fine and grades can be high, the intense pressure and rigid structure make the experience stressful and potentially regrettable for those with other obligations.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOG 572\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"source_record\":{\"entity_id\":\"5b869c55-1bf3-3fa8-a5a5-43a2e67ee29b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ROBERT ROTH is recorded teaching in Fall 2012, Fall 2013, Fall 2015, Fall 2016, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, 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":false}]