[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"d61891c52eef38b47c3874353a37c413ace8096df4fcd769f62b5afadd6660ce","record_version_id":"ec643c82bdae087c46eeeabf6d3e53a2aa5962816f5759e8dd20b5a1185c631b","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c2fb01c47cf82c812e6dba08ae8b1e5fe1a35234d04385c3078966446305b6d7","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"req_geosci_204\",\"req_geosci_gle_360\",\"req_grad_standing\",\"req_eng_guest\"],\"condition\":null,\"course\":null,\"evidence\":\"GEOSCI 204,G L E/GEOSCI 360, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"root_any\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":204,\"minimum_grade\":null,\"subjects\":[\"GEOSCI\"],\"timing\":\"unspecified\"},\"evidence\":\"GEOSCI 204\",\"id\":\"req_geosci_204\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":360,\"minimum_grade\":null,\"subjects\":[\"GEOSCI\",\"GLE\"],\"timing\":\"unspecified\"},\"evidence\":\"G L E/GEOSCI 360\",\"id\":\"req_geosci_gle_360\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"req_grad_standing\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"req_eng_guest\",\"kind\":\"condition\"}],\"notes\":[\"Normalized spaced subject 'G L E' to linked subject 'GLE' for course 360.\"],\"root\":\"root_any\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"d61891c52eef38b47c3874353a37c413ace8096df4fcd769f62b5afadd6660ce","record_version_id":"ec643c82bdae087c46eeeabf6d3e53a2aa5962816f5759e8dd20b5a1185c631b","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c2fb01c47cf82c812e6dba08ae8b1e5fe1a35234d04385c3078966446305b6d7","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Classify sedimentary rocks on the basis of thin sections, hand samples, and outcrops.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"label\":\"lab-work\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Measure stratigraphic sections and produce complete and accurate field-based written descriptions thereof.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"Sedimentology and Stratigraphy lab\",\"sedimentary rock classification\",\"stratigraphic section measurement\",\"depositional environments\",\"sequence stratigraphy\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Classify sedimentary rocks on the basis of thin sections, hand samples, and outcrops.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Classifying sedimentary rocks using thin sections, hand samples, and outcrops.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify sedimentary structures and deduce their origin in relation to sediment transport and deposition.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Identifying sedimentary structures and deducing their origin related to sediment transport and deposition.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Measure stratigraphic sections and produce complete and accurate field-based written descriptions thereof.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Measuring stratigraphic sections and producing accurate field-based written descriptions.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Describe the origin of stratigraphic successions and their relationships to depositional environments and sequence stratigraphy.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Describing the origin of stratigraphic successions and relationships to depositional environments and sequence stratigraphy.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Integrate field observations into a coherent geologic interpretation.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Integrating field observations into a coherent geologic interpretation.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"title\",\"quote\":\"SEDIMENTOLOGY & STRATIGRAPHY LAB\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"},{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Lab course covering Sedimentology and Stratigraphy, emphasizing qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Sedimentology and Stratigraphy\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify sedimentary structures and deduce their origin in relation to sediment transport and deposition.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Sedimentary structures, sediment transport, and deposition\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Describe the origin of stratigraphic successions and their relationships to depositional environments and sequence stratigraphy.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Depositional environments and sequence stratigraphy\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"d61891c52eef38b47c3874353a37c413ace8096df4fcd769f62b5afadd6660ce","record_version_id":"ec643c82bdae087c46eeeabf6d3e53a2aa5962816f5759e8dd20b5a1185c631b","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c2fb01c47cf82c812e6dba08ae8b1e5fe1a35234d04385c3078966446305b6d7","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"What should be a semester-long class with lecture three times a week is crammed into an 8-week modular course with only one lecture a week. Shanan puts in very little time and effort into teaching this class, and it shows.\",\"course_id\":\"GEOSCI/GLE 431\",\"date\":\"2018-10-24 10:23:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4438a97dcbd54d6129cb6c83\",\"instructor_id\":\"rmp:1238696\",\"instructor_name\":\"Shanan Peters\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\"}],\"evidence_count\":1,\"review_ids\":[\"4438a97dcbd54d6129cb6c83\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1238696\",\"name\":\"Shanan Peters\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"subject_instructor_id\":null,\"summary\":\"One reviewer states the course is crammed into an 8-week modular format with only one lecture a week, which they feel is insufficient for the material.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"What should be a semester-long class with lecture three times a week is crammed into an 8-week modular course with only one lecture a week. Shanan puts in very little time and effort into teaching this class, and it shows.\",\"course_id\":\"GEOSCI/GLE 431\",\"date\":\"2018-10-24 10:23:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4438a97dcbd54d6129cb6c83\",\"instructor_id\":\"rmp:1238696\",\"instructor_name\":\"Shanan Peters\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\"}],\"evidence_count\":1,\"review_ids\":[\"4438a97dcbd54d6129cb6c83\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1238696\",\"name\":\"Shanan Peters\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1238696\",\"summary\":\"The cited review criticizes Shanan Peters for putting very little time and effort into teaching the class.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"d61891c52eef38b47c3874353a37c413ace8096df4fcd769f62b5afadd6660ce","record_version_id":"ec643c82bdae087c46eeeabf6d3e53a2aa5962816f5759e8dd20b5a1185c631b","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"c2fb01c47cf82c812e6dba08ae8b1e5fe1a35234d04385c3078966446305b6d7","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"1599060280a49d4051d8164c8bcee59879845d5f9958ab3640355673515275c9\",\"course_id\":\"GEOSCI/GLE 431\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Shanan Peters\",\"review_date\":\"2018-10-24 10:23:15 +0000 UTC\",\"review_id\":\"4438a97dcbd54d6129cb6c83\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1238696\",\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students faced a condensed eight-week format with a single weekly lecture, replacing the standard three-times-weekly lecture structure of a full semester course.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Shanan Peters\",\"review_date\":\"2018-10-24 10:23:15 +0000 UTC\",\"review_id\":\"4438a97dcbd54d6129cb6c83\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1238696\",\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"The course compressed a typical semester-long schedule into an eight-week module with only one weekly lecture, which a past student found insufficient for the material.\"},{\"citations\":[{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.36 GPA, 63.6% A/AB (n=11 letter grades); Fall 2024: 3.90 GPA, 100.0% A/AB (n=10 letter grades); Fall 2025: 3.62 GPA, 75.0% A/AB (n=8 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Shanan Peters\",\"review_date\":\"2018-10-24 10:23:15 +0000 UTC\",\"review_id\":\"4438a97dcbd54d6129cb6c83\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:1238696\",\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"A past student criticized the teaching quality, stating that the instructor put in very little time and effort, which negatively impacted the learning experience.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":2,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SHANAN PETERS is recorded teaching in Fall 2011, Fall 2012, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d924e02158045060844a825138e10cfe9c1ae87d2ae5ef87f9d954fdfdd4c829","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"GEOSCI 204,G L E/GEOSCI 360, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":204,\"minimum_grade\":null,\"subjects\":[\"GEOSCI\"],\"timing\":\"prior\"},\"evidence\":\"GEOSCI 204\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":360,\"minimum_grade\":null,\"subjects\":[\"GLE\",\"GEOSCI\"],\"timing\":\"prior\"},\"evidence\":\"G L E/GEOSCI 360\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[],\"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_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d924e02158045060844a825138e10cfe9c1ae87d2ae5ef87f9d954fdfdd4c829","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GEOSCI 204\",\"field\":\"description\",\"quote\":\"Physical evolution of the earth and its relationship to the development of life through geologic time.\"},{\"course_id\":\"GEOSCI/GLE 360\",\"field\":\"description\",\"quote\":\"Minerals, their physical and chemical properties, crystallography, and geologic significance.\"}],\"text\":\"Foundational geology and mineralogy\"}],\"search_phrases\":[\"sedimentology lab\",\"stratigraphy interpretation\",\"sedimentary deposits analysis\",\"GEOSCI 431 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"qualitative and quantitative description and interpretation of sediments and sedimentary deposits\"}],\"text\":\"Qualitative and quantitative description of sediments\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"qualitative and quantitative description and interpretation of sediments and sedimentary deposits\"}],\"text\":\"Interpretation of sedimentary deposits\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"title\",\"quote\":\"SEDIMENTOLOGY & STRATIGRAPHY LAB\"},{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"}],\"text\":\"A lab course covering Sedimentology and Stratigraphy, emphasizing the qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy\"}],\"text\":\"Sedimentology\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy\"}],\"text\":\"Stratigraphy\"}]}","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_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"d924e02158045060844a825138e10cfe9c1ae87d2ae5ef87f9d954fdfdd4c829","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_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e088a81637f5b8ce12a8e3abd38ebd173b8d1e8cf200003eeaf553ef2b7da885","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"GEOSCI 204,G L E/GEOSCI 360, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":204,\"minimum_grade\":null,\"subjects\":[\"GEOSCI\"],\"timing\":\"prior\"},\"evidence\":\"GEOSCI 204\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":360,\"minimum_grade\":null,\"subjects\":[\"GLE\",\"GEOSCI\"],\"timing\":\"prior\"},\"evidence\":\"G L E/GEOSCI 360\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[],\"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_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e088a81637f5b8ce12a8e3abd38ebd173b8d1e8cf200003eeaf553ef2b7da885","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GEOSCI 204\",\"field\":\"description\",\"quote\":\"Physical evolution of the earth and its relationship to the development of life through geologic time.\"},{\"course_id\":\"GEOSCI/GLE 360\",\"field\":\"description\",\"quote\":\"Minerals, their physical and chemical properties, crystallography, and geologic significance.\"}],\"text\":\"Foundational geology and mineralogy\"}],\"search_phrases\":[\"sedimentology lab\",\"stratigraphy interpretation\",\"sedimentary deposits analysis\",\"GEOSCI 431 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"qualitative and quantitative description and interpretation of sediments and sedimentary deposits\"}],\"text\":\"Qualitative and quantitative description of sediments\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"qualitative and quantitative description and interpretation of sediments and sedimentary deposits\"}],\"text\":\"Interpretation of sedimentary deposits\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"title\",\"quote\":\"SEDIMENTOLOGY & STRATIGRAPHY LAB\"},{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"}],\"text\":\"A lab course covering Sedimentology and Stratigraphy, emphasizing the qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy\"}],\"text\":\"Sedimentology\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy\"}],\"text\":\"Stratigraphy\"}]}","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_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e088a81637f5b8ce12a8e3abd38ebd173b8d1e8cf200003eeaf553ef2b7da885","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"d61891c52eef38b47c3874353a37c413ace8096df4fcd769f62b5afadd6660ce","record_version_id":"ec643c82bdae087c46eeeabf6d3e53a2aa5962816f5759e8dd20b5a1185c631b","job_id":"enrich-6556a505c10f448d98d02466","output_id":"ec95db56384ebbe62451a2d07525f40ff50ca2bab6548b8111024d1ab1e819cd","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"req_1\",\"req_2\",\"req_3\",\"req_4\"],\"condition\":null,\"course\":null,\"evidence\":\"GEOSCI 204,G L E/GEOSCI 360, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"root_any\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":204,\"minimum_grade\":null,\"subjects\":[\"GEOSCI\"],\"timing\":\"prior\"},\"evidence\":\"GEOSCI 204\",\"id\":\"req_1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":360,\"minimum_grade\":null,\"subjects\":[\"G L E\",\"GEOSCI\"],\"timing\":\"prior\"},\"evidence\":\"G L E/GEOSCI 360\",\"id\":\"req_2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"req_3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"req_4\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root_any\",\"status\":\"parsed\"}","error":"Node req_2: course {'course_number': 360, 'minimum_grade': None, 'subjects': ['G L E', 'GEOSCI'], 'timing': 'prior'} is absent from the source links (linked_courses). Standing, declared programs, and subject credit counts are condition nodes, not courses. Never invent course 0. For a source reference absent from linked_courses, use kind=condition, course=null, condition=<verbatim source clause>, children=[], and needs_review with an explanatory note. Allowed course references: [{'course_number': 204, 'subjects': ['GEOSCI']}, {'course_number': 360, 'subjects': ['GEOSCI', 'GLE']}].","model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"d61891c52eef38b47c3874353a37c413ace8096df4fcd769f62b5afadd6660ce","record_version_id":"ec643c82bdae087c46eeeabf6d3e53a2aa5962816f5759e8dd20b5a1185c631b","job_id":"enrich-6556a505c10f448d98d02466","output_id":"ec95db56384ebbe62451a2d07525f40ff50ca2bab6548b8111024d1ab1e819cd","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Classify sedimentary rocks on the basis of thin sections, hand samples, and outcrops.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"label\":\"lab-work\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Measure stratigraphic sections and produce complete and accurate field-based written descriptions thereof.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"Sedimentology and Stratigraphy lab\",\"sedimentary rock classification\",\"stratigraphic section measurement\",\"depositional environments\",\"sequence stratigraphy\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Classify sedimentary rocks on the basis of thin sections, hand samples, and outcrops.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Classifying sedimentary rocks using thin sections, hand samples, and outcrops.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify sedimentary structures and deduce their origin in relation to sediment transport and deposition.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Identifying sedimentary structures and deducing their origin related to sediment transport and deposition.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Measure stratigraphic sections and produce complete and accurate field-based written descriptions thereof.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Measuring stratigraphic sections and producing accurate field-based written descriptions.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Describe the origin of stratigraphic successions and their relationships to depositional environments and sequence stratigraphy.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Describing the origin of stratigraphic successions and relationships to depositional environments and sequence stratigraphy.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Integrate field observations into a coherent geologic interpretation.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Integrating field observations into a coherent geologic interpretation.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"title\",\"quote\":\"SEDIMENTOLOGY & STRATIGRAPHY LAB\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"},{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Lab course covering Sedimentology and Stratigraphy, emphasizing qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Sedimentology and Stratigraphy\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify sedimentary structures and deduce their origin in relation to sediment transport and deposition.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Sedimentary structures, sediment transport, and deposition\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Describe the origin of stratigraphic successions and their relationships to depositional environments and sequence stratigraphy.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Depositional environments and sequence stratigraphy\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"d61891c52eef38b47c3874353a37c413ace8096df4fcd769f62b5afadd6660ce","record_version_id":"ec643c82bdae087c46eeeabf6d3e53a2aa5962816f5759e8dd20b5a1185c631b","job_id":"enrich-6556a505c10f448d98d02466","output_id":"ec95db56384ebbe62451a2d07525f40ff50ca2bab6548b8111024d1ab1e819cd","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"What should be a semester-long class with lecture three times a week is crammed into an 8-week modular course with only one lecture a week. Shanan puts in very little time and effort into teaching this class, and it shows.\",\"course_id\":\"GEOSCI/GLE 431\",\"date\":\"2018-10-24 10:23:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4438a97dcbd54d6129cb6c83\",\"instructor_id\":\"rmp:1238696\",\"instructor_name\":\"Shanan Peters\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\"}],\"evidence_count\":1,\"review_ids\":[\"4438a97dcbd54d6129cb6c83\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1238696\",\"name\":\"Shanan Peters\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"subject_instructor_id\":null,\"summary\":\"One reviewer states the course is crammed into an 8-week modular format with only one lecture a week, which they feel is insufficient for the material.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"What should be a semester-long class with lecture three times a week is crammed into an 8-week modular course with only one lecture a week. Shanan puts in very little time and effort into teaching this class, and it shows.\",\"course_id\":\"GEOSCI/GLE 431\",\"date\":\"2018-10-24 10:23:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4438a97dcbd54d6129cb6c83\",\"instructor_id\":\"rmp:1238696\",\"instructor_name\":\"Shanan Peters\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\"}],\"evidence_count\":1,\"review_ids\":[\"4438a97dcbd54d6129cb6c83\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1238696\",\"name\":\"Shanan Peters\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1238696\",\"summary\":\"The cited review criticizes Shanan Peters for putting very little time and effort into teaching the class.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"d61891c52eef38b47c3874353a37c413ace8096df4fcd769f62b5afadd6660ce","record_version_id":"ec643c82bdae087c46eeeabf6d3e53a2aa5962816f5759e8dd20b5a1185c631b","job_id":"enrich-79348710a077dbb34341f483","output_id":"7d8357806343781464707a67a019b3ed5ff9f77cd57183bb79df99cdfe78d26d","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"req_geosci_204\",\"req_geosci_gle_360\",\"req_grad_standing\",\"req_eng_guest\"],\"condition\":null,\"course\":null,\"evidence\":\"GEOSCI 204,G L E/GEOSCI 360, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"root_any\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":204,\"minimum_grade\":null,\"subjects\":[\"GEOSCI\"],\"timing\":\"unspecified\"},\"evidence\":\"GEOSCI 204\",\"id\":\"req_geosci_204\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":360,\"minimum_grade\":null,\"subjects\":[\"GEOSCI\",\"GLE\"],\"timing\":\"unspecified\"},\"evidence\":\"G L E/GEOSCI 360\",\"id\":\"req_geosci_gle_360\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"req_grad_standing\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"req_eng_guest\",\"kind\":\"condition\"}],\"notes\":[\"Normalized spaced subject 'G L E' to linked subject 'GLE' for course 360.\"],\"root\":\"root_any\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"d61891c52eef38b47c3874353a37c413ace8096df4fcd769f62b5afadd6660ce","record_version_id":"ec643c82bdae087c46eeeabf6d3e53a2aa5962816f5759e8dd20b5a1185c631b","job_id":"enrich-79348710a077dbb34341f483","output_id":"7d8357806343781464707a67a019b3ed5ff9f77cd57183bb79df99cdfe78d26d","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Classify sedimentary rocks on the basis of thin sections, hand samples, and outcrops.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"label\":\"lab-work\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Measure stratigraphic sections and produce complete and accurate field-based written descriptions thereof.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"Sedimentology and Stratigraphy lab\",\"sedimentary rock classification\",\"stratigraphic section measurement\",\"depositional environments\",\"sequence stratigraphy\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Classify sedimentary rocks on the basis of thin sections, hand samples, and outcrops.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Classifying sedimentary rocks using thin sections, hand samples, and outcrops.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify sedimentary structures and deduce their origin in relation to sediment transport and deposition.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Identifying sedimentary structures and deducing their origin related to sediment transport and deposition.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Measure stratigraphic sections and produce complete and accurate field-based written descriptions thereof.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Measuring stratigraphic sections and producing accurate field-based written descriptions.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Describe the origin of stratigraphic successions and their relationships to depositional environments and sequence stratigraphy.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Describing the origin of stratigraphic successions and relationships to depositional environments and sequence stratigraphy.\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Integrate field observations into a coherent geologic interpretation.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Integrating field observations into a coherent geologic interpretation.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"title\",\"quote\":\"SEDIMENTOLOGY & STRATIGRAPHY LAB\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"},{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Lab course covering Sedimentology and Stratigraphy, emphasizing qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Sedimentology and Stratigraphy\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify sedimentary structures and deduce their origin in relation to sediment transport and deposition.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Sedimentary structures, sediment transport, and deposition\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Describe the origin of stratigraphic successions and their relationships to depositional environments and sequence stratigraphy.\",\"source_url\":\"https://guide.wisc.edu/courses/g_l_e/\"}],\"text\":\"Depositional environments and sequence stratigraphy\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"d61891c52eef38b47c3874353a37c413ace8096df4fcd769f62b5afadd6660ce","record_version_id":"ec643c82bdae087c46eeeabf6d3e53a2aa5962816f5759e8dd20b5a1185c631b","job_id":"enrich-79348710a077dbb34341f483","output_id":"7d8357806343781464707a67a019b3ed5ff9f77cd57183bb79df99cdfe78d26d","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"What should be a semester-long class with lecture three times a week is crammed into an 8-week modular course with only one lecture a week. Shanan puts in very little time and effort into teaching this class, and it shows.\",\"course_id\":\"GEOSCI/GLE 431\",\"date\":\"2018-10-24 10:23:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4438a97dcbd54d6129cb6c83\",\"instructor_id\":\"rmp:1238696\",\"instructor_name\":\"Shanan Peters\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\"}],\"evidence_count\":1,\"review_ids\":[\"4438a97dcbd54d6129cb6c83\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1238696\",\"name\":\"Shanan Peters\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"subject_instructor_id\":null,\"summary\":\"One reviewer states the course is crammed into an 8-week modular format with only one lecture a week, which they feel is insufficient for the material.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"What should be a semester-long class with lecture three times a week is crammed into an 8-week modular course with only one lecture a week. Shanan puts in very little time and effort into teaching this class, and it shows.\",\"course_id\":\"GEOSCI/GLE 431\",\"date\":\"2018-10-24 10:23:15 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4438a97dcbd54d6129cb6c83\",\"instructor_id\":\"rmp:1238696\",\"instructor_name\":\"Shanan Peters\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\"}],\"evidence_count\":1,\"review_ids\":[\"4438a97dcbd54d6129cb6c83\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1238696\",\"name\":\"Shanan Peters\"}],\"review_year_end\":\"2018\",\"review_year_start\":\"2018\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:1238696\",\"summary\":\"The cited review criticizes Shanan Peters for putting very little time and effort into teaching the class.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"11e0ad02c739f27cae5ad662a1a490f9e5bc9a21389cc04959d1a58dd0322281","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"GEOSCI 204,G L E/GEOSCI 360, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":204,\"minimum_grade\":null,\"subjects\":[\"GEOSCI\"],\"timing\":\"prior\"},\"evidence\":\"GEOSCI 204\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":360,\"minimum_grade\":null,\"subjects\":[\"GLE\",\"GEOSCI\"],\"timing\":\"prior\"},\"evidence\":\"G L E/GEOSCI 360\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[],\"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_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"11e0ad02c739f27cae5ad662a1a490f9e5bc9a21389cc04959d1a58dd0322281","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GEOSCI 204\",\"field\":\"description\",\"quote\":\"Physical evolution of the earth and its relationship to the development of life through geologic time.\"},{\"course_id\":\"GEOSCI/GLE 360\",\"field\":\"description\",\"quote\":\"Minerals, their physical and chemical properties, crystallography, and geologic significance.\"}],\"text\":\"Foundational geology and mineralogy\"}],\"search_phrases\":[\"sedimentology lab\",\"stratigraphy interpretation\",\"sedimentary deposits analysis\",\"GEOSCI 431 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"qualitative and quantitative description and interpretation of sediments and sedimentary deposits\"}],\"text\":\"Qualitative and quantitative description of sediments\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"qualitative and quantitative description and interpretation of sediments and sedimentary deposits\"}],\"text\":\"Interpretation of sedimentary deposits\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"title\",\"quote\":\"SEDIMENTOLOGY & STRATIGRAPHY LAB\"},{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"}],\"text\":\"A lab course covering Sedimentology and Stratigraphy, emphasizing the qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy\"}],\"text\":\"Sedimentology\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy\"}],\"text\":\"Stratigraphy\"}]}","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_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"11e0ad02c739f27cae5ad662a1a490f9e5bc9a21389cc04959d1a58dd0322281","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_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"11e0ad02c739f27cae5ad662a1a490f9e5bc9a21389cc04959d1a58dd0322281","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"693fa196f01225b2162c5417762e30c1336fa7463575471e24be690dcb071a4c\",\"course_id\":\"GEOSCI/GLE 431\",\"current_instructors\":[{\"instructor_uid\":\"instructor_8d29e4ef2550b7437ec3062e\",\"message\":\"Summary generation failed\",\"name\":\"Shanan Peters\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:1238696\",\"summary\":[{\"citations\":[{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.36 GPA, 63.6% A/AB (n=11 letter grades); Fall 2024: 3.90 GPA, 100.0% A/AB (n=10 letter grades); Fall 2025: 3.62 GPA, 75.0% A/AB (n=8 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_8d29e4ef2550b7437ec3062e\",\"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 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.36 GPA, 63.6% A/AB (n=11 letter grades); Fall 2024: 3.90 GPA, 100.0% A/AB (n=10 letter grades); Fall 2025: 3.62 GPA, 75.0% A/AB (n=8 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SHANAN PETERS is recorded teaching in Fall 2011, Fall 2012, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2021, Fall 2022, 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_8d29e4ef2550b7437ec3062e\", \"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_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"7af9e4905e596f5f4b28d20714598f8880eb874e4da8da7dca75cc5905c16153","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"GEOSCI 204,G L E/GEOSCI 360, graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":204,\"minimum_grade\":null,\"subjects\":[\"GEOSCI\"],\"timing\":\"prior\"},\"evidence\":\"GEOSCI 204\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":360,\"minimum_grade\":null,\"subjects\":[\"GLE\",\"GEOSCI\"],\"timing\":\"prior\"},\"evidence\":\"G L E/GEOSCI 360\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n3\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[],\"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_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"7af9e4905e596f5f4b28d20714598f8880eb874e4da8da7dca75cc5905c16153","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"GEOSCI 204\",\"field\":\"description\",\"quote\":\"Physical evolution of the earth and its relationship to the development of life through geologic time.\"},{\"course_id\":\"GEOSCI/GLE 360\",\"field\":\"description\",\"quote\":\"Minerals, their physical and chemical properties, crystallography, and geologic significance.\"}],\"text\":\"Foundational geology and mineralogy\"}],\"search_phrases\":[\"sedimentology lab\",\"stratigraphy interpretation\",\"sedimentary deposits analysis\",\"GEOSCI 431 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"qualitative and quantitative description and interpretation of sediments and sedimentary deposits\"}],\"text\":\"Qualitative and quantitative description of sediments\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"qualitative and quantitative description and interpretation of sediments and sedimentary deposits\"}],\"text\":\"Interpretation of sedimentary deposits\"}],\"summary\":{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"title\",\"quote\":\"SEDIMENTOLOGY & STRATIGRAPHY LAB\"},{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy; emphasizes qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"}],\"text\":\"A lab course covering Sedimentology and Stratigraphy, emphasizing the qualitative and quantitative description and interpretation of sediments and sedimentary deposits.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy\"}],\"text\":\"Sedimentology\"},{\"evidence\":[{\"course_id\":\"GEOSCI/GLE 431\",\"field\":\"description\",\"quote\":\"Covers Sedimentology and Stratigraphy\"}],\"text\":\"Stratigraphy\"}]}","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_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"7af9e4905e596f5f4b28d20714598f8880eb874e4da8da7dca75cc5905c16153","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_2b1a98a89aa5315cda932197","course_id":"GEOSCI/GLE 431","catalog_version_id":"4519db51129648271b3efe408442fe0d0a4799689f53275990cecc2369ae3c67","record_version_id":"5289a5e4e46babf0668b1c0b4b3713b99b958ce1376571a10029b190b662c93e","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"7af9e4905e596f5f4b28d20714598f8880eb874e4da8da7dca75cc5905c16153","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"693fa196f01225b2162c5417762e30c1336fa7463575471e24be690dcb071a4c\",\"course_id\":\"GEOSCI/GLE 431\",\"current_instructors\":[{\"instructor_uid\":\"instructor_8d29e4ef2550b7437ec3062e\",\"message\":null,\"name\":\"Shanan Peters\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:1238696\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Shanan Peters\",\"review_date\":\"2018-10-24 10:23:15 +0000 UTC\",\"review_id\":\"4438a97dcbd54d6129cb6c83\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1238696\",\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\",\"type\":\"review\"}],\"text\":\"Shanan Peters receives criticism for teaching this course in a condensed 8-week modular format with reduced lecture frequency. A reviewer reports that Peters puts in very little time and effort into teaching the class, resulting in a low quality rating.\"},{\"citations\":[{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.36 GPA, 63.6% A/AB (n=11 letter grades); Fall 2024: 3.90 GPA, 100.0% A/AB (n=10 letter grades); Fall 2025: 3.62 GPA, 75.0% A/AB (n=8 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Shanan Peters\",\"review_date\":\"2018-10-24 10:23:15 +0000 UTC\",\"review_id\":\"4438a97dcbd54d6129cb6c83\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1238696\",\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\",\"type\":\"review\"}],\"text\":\"The condensed 8-week format with only one weekly lecture creates a challenging pace compared to a standard semester-long structure.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Shanan Peters\",\"review_date\":\"2018-10-24 10:23:15 +0000 UTC\",\"review_id\":\"4438a97dcbd54d6129cb6c83\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1238696\",\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\",\"type\":\"review\"}],\"text\":\"The course is compressed into an 8-week module with minimal lectures, and the current instructor provides little effort or engagement.\"},{\"citations\":[{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.36 GPA, 63.6% A/AB (n=11 letter grades); Fall 2024: 3.90 GPA, 100.0% A/AB (n=10 letter grades); Fall 2025: 3.62 GPA, 75.0% A/AB (n=8 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Shanan Peters\",\"review_date\":\"2018-10-24 10:23:15 +0000 UTC\",\"review_id\":\"4438a97dcbd54d6129cb6c83\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1238696\",\"source_review_id\":\"UmF0aW5nLTMwNjA1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1238696\",\"type\":\"review\"}],\"text\":\"Students find the lack of instructor time and effort detrimental to the learning experience in this modular course.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"GEOSCI/GLE 431\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"source_record\":{\"entity_id\":\"3d7ea8b3-f1dc-348b-83ec-31ed73c840d1\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SHANAN PETERS is recorded teaching in Fall 2011, Fall 2012, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2021, Fall 2022, 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":false}]