[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"b2028d7f37a704ae6b89c62a8a8d0128db9f5240486c2aedb6dd3bc14c30cb97","record_version_id":"979ae451fa75b35e1bd124b8ff0fd89d3d1916a1c57436dbef68ff6fe6e69320","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"95799efde373adce939f30afcdbb058ce4679d882749f9756a80225f08fffadb","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"root\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root\",\"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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"b2028d7f37a704ae6b89c62a8a8d0128db9f5240486c2aedb6dd3bc14c30cb97","record_version_id":"979ae451fa75b35e1bd124b8ff0fd89d3d1916a1c57436dbef68ff6fe6e69320","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"95799efde373adce939f30afcdbb058ce4679d882749f9756a80225f08fffadb","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Think and write critically, with particular attention to critically reading the scientific literature and critically employing the climate proxies and models used by paleoclimatologists.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"Quaternary climatic events\",\"paleoclimatic records\",\"earth system feedbacks\",\"climate variability external forcings\",\"ice cores sediment cores tree rings\",\"earth system model evaluation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify the physical processes controlling the behavior of the earth system and its components (atmosphere, oceans, cryosphere, biosphere, etc.).\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Identify physical processes controlling earth system behavior\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Analyze and critically evaluate climate experiments that are simulated by earth system models.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Critically evaluate climate experiments from earth system models\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Recognize how paleoclimatologists collect, date, and analyze a staggering variety of paleoclimatic records, including ocean and lake sediment cores, ice cores, tree rings, corals, and speleothems.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Interpret paleoclimatic records such as ice cores and sediment cores\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Climate change at timescales from the last several million years to the last 100 years, with emphasis on more recent timescales. Examines how climate variability arises from interplay between external forcings, feedbacks within the earth system, and (more recently) human activity.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"title\",\"quote\":\"CLIMATIC ENVIRONMENTS OF THE PAST\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Covers climate change from the Quaternary to recent decades, focusing on external forcings, earth-system feedbacks, and human impacts on past climatic environments.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe the major climatic events and trends during the Quaternary, spanning timescales from the last 50,000,000 years to the last 100 years.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Major climatic events and trends during the Quaternary\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Examines how climate variability arises from interplay between external forcings, feedbacks within the earth system, and (more recently) human activity.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"External forcings, earth-system feedbacks, and human activity\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Recognize how paleoclimatologists collect, date, and analyze a staggering variety of paleoclimatic records, including ocean and lake sediment cores, ice cores, tree rings, corals, and speleothems.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Paleoclimatic records: sediment cores, ice cores, tree rings, corals, speleothems\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"b2028d7f37a704ae6b89c62a8a8d0128db9f5240486c2aedb6dd3bc14c30cb97","record_version_id":"979ae451fa75b35e1bd124b8ff0fd89d3d1916a1c57436dbef68ff6fe6e69320","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"95799efde373adce939f30afcdbb058ce4679d882749f9756a80225f08fffadb","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof Marcott is terrific! Extremely caring, kind, knowledgable of the subject, and more than willing to make accommodations in this difficult time. You can tell that Marcott genuinely wants all his students to succeed-- he has us do what is necessary to learn but is extremely respectful of our time. Would absolutely take again!\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-09-18 01:12:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0e1624be7ac235862dcb0414\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"},{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":2,\"review_ids\":[\"0e1624be7ac235862dcb0414\",\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2327004\",\"summary\":\"Cited reviews praise Shaun Marcott for being knowledgeable, caring, and effective in explaining course material.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":1,\"review_ids\":[\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"neutral\",\"subject_instructor_id\":null,\"summary\":\"One reviewer notes the class is not too hard if students have geoscience or atmospheric/oceanic science background.\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"b2028d7f37a704ae6b89c62a8a8d0128db9f5240486c2aedb6dd3bc14c30cb97","record_version_id":"979ae451fa75b35e1bd124b8ff0fd89d3d1916a1c57436dbef68ff6fe6e69320","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"95799efde373adce939f30afcdbb058ce4679d882749f9756a80225f08fffadb","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"7cb02c9d1fc0be0debe1368f8d75795d8f94d3d96e1730fbb67e716375043828\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-12-10 01:14:33 +0000 UTC\",\"review_id\":\"ed7467de29e39a7d17cac4a6\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"The class was not too hard for students with prior geoscience or atmospheric science background, and exams were manageable.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-12-10 01:14:33 +0000 UTC\",\"review_id\":\"ed7467de29e39a7d17cac4a6\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students described the online course as interesting, with a professor who was funny and engaged the class effectively.\"},{\"citations\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.22 GPA, 46.7% A/AB (n=30 letter grades); Fall 2024: 3.46 GPA, 66.7% A/AB (n=36 letter grades); Fall 2025: 3.35 GPA, 63.3% A/AB (n=30 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-09-18 01:12:49 +0000 UTC\",\"review_id\":\"0e1624be7ac235862dcb0414\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Shaun Marcott was caring and kind, making accommodations and respecting students' time while ensuring they learned necessary material.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"SHAUN MARCOTT is recorded teaching in Fall 2020, Fall 2022, Fall 2024. 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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"54adf4072d435771bcc26ae9de2f2edad13321671f49e7306b9d3a84f775597e","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Non-course conditions must preserve verbatim source text","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"54adf4072d435771bcc26ae9de2f2edad13321671f49e7306b9d3a84f775597e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"paleoclimatology\",\"climate variability\",\"earth system feedbacks\",\"human impact on climate\",\"geological timescales\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Examines how climate variability arises from interplay between external forcings, feedbacks within the earth system, and (more recently) human activity.\"}],\"text\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335 examines climate variability across timescales, focusing on external forcings, earth system feedbacks, and human activity.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"title\",\"quote\":\"CLIMATIC ENVIRONMENTS OF THE PAST\"}],\"text\":\"Climatic environments of the past\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Climate change at timescales from the last several million years to the last 100 years\"}],\"text\":\"Climate change timescales\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"interplay between external forcings, feedbacks within the earth system\"}],\"text\":\"External forcings and earth system feedbacks\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"54adf4072d435771bcc26ae9de2f2edad13321671f49e7306b9d3a84f775597e","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"81db0f263a463a772c6890be6451e4d10f0c53389886f89815b254edb349b07d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"81db0f263a463a772c6890be6451e4d10f0c53389886f89815b254edb349b07d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"paleoclimatology\",\"climate variability\",\"earth system feedbacks\",\"human impact on climate\",\"geological timescales\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Examines how climate variability arises from interplay between external forcings, feedbacks within the earth system, and (more recently) human activity.\"}],\"text\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335 examines climate variability across timescales, focusing on external forcings, earth system feedbacks, and human activity.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"title\",\"quote\":\"CLIMATIC ENVIRONMENTS OF THE PAST\"}],\"text\":\"Climatic environments of the past\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Climate change at timescales from the last several million years to the last 100 years\"}],\"text\":\"Climate change timescales\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"interplay between external forcings, feedbacks within the earth system\"}],\"text\":\"External forcings and earth system feedbacks\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"81db0f263a463a772c6890be6451e4d10f0c53389886f89815b254edb349b07d","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof Marcott is terrific! Extremely caring, kind, knowledgable of the subject, and more than willing to make accommodations in this difficult time. You can tell that Marcott genuinely wants all his students to succeed-- he has us do what is necessary to learn but is extremely respectful of our time. Would absolutely take again!\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-09-18 01:12:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0e1624be7ac235862dcb0414\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"},{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":2,\"review_ids\":[\"0e1624be7ac235862dcb0414\",\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are described as caring, kind, knowledgeable, and willing to make accommodations. Shaun Marcott is noted for being funny and respectful of students' time.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Prof Marcott is terrific! Extremely caring, kind, knowledgable of the subject, and more than willing to make accommodations in this difficult time. You can tell that Marcott genuinely wants all his students to succeed-- he has us do what is necessary to learn but is extremely respectful of our time. Would absolutely take again!\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-09-18 01:12:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0e1624be7ac235862dcb0414\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"},{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":2,\"review_ids\":[\"0e1624be7ac235862dcb0414\",\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Students generally rate the class highly, with one calling it 'terrific' and another recommending it, especially if they have some background or use the textbook.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":1,\"review_ids\":[\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"The course is considered not too hard, particularly for those with prior background in geoscience or atmospheric/oceanic science, and exams are described as 'not too bad'.\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"b2028d7f37a704ae6b89c62a8a8d0128db9f5240486c2aedb6dd3bc14c30cb97","record_version_id":"979ae451fa75b35e1bd124b8ff0fd89d3d1916a1c57436dbef68ff6fe6e69320","job_id":"enrich-6556a505c10f448d98d02466","output_id":"8b70a233aca60f7051d2e6a513698792f970ee90168e020e388f28f60da35590","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"root\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"root\",\"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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"b2028d7f37a704ae6b89c62a8a8d0128db9f5240486c2aedb6dd3bc14c30cb97","record_version_id":"979ae451fa75b35e1bd124b8ff0fd89d3d1916a1c57436dbef68ff6fe6e69320","job_id":"enrich-6556a505c10f448d98d02466","output_id":"8b70a233aca60f7051d2e6a513698792f970ee90168e020e388f28f60da35590","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"official_learning_outcomes\",\"outcome_index\":5,\"quote\":\"Think and write critically, with particular attention to critically reading the scientific literature and critically employing the climate proxies and models used by paleoclimatologists.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"Quaternary climatic events\",\"paleoclimatic records\",\"earth system feedbacks\",\"climate variability external forcings\",\"ice cores sediment cores tree rings\",\"earth system model evaluation\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Identify the physical processes controlling the behavior of the earth system and its components (atmosphere, oceans, cryosphere, biosphere, etc.).\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Identify physical processes controlling earth system behavior\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"official_learning_outcomes\",\"outcome_index\":4,\"quote\":\"Analyze and critically evaluate climate experiments that are simulated by earth system models.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Critically evaluate climate experiments from earth system models\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Recognize how paleoclimatologists collect, date, and analyze a staggering variety of paleoclimatic records, including ocean and lake sediment cores, ice cores, tree rings, corals, and speleothems.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Interpret paleoclimatic records such as ice cores and sediment cores\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Climate change at timescales from the last several million years to the last 100 years, with emphasis on more recent timescales. Examines how climate variability arises from interplay between external forcings, feedbacks within the earth system, and (more recently) human activity.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"title\",\"quote\":\"CLIMATIC ENVIRONMENTS OF THE PAST\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Covers climate change from the Quaternary to recent decades, focusing on external forcings, earth-system feedbacks, and human impacts on past climatic environments.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Describe the major climatic events and trends during the Quaternary, spanning timescales from the last 50,000,000 years to the last 100 years.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Major climatic events and trends during the Quaternary\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Examines how climate variability arises from interplay between external forcings, feedbacks within the earth system, and (more recently) human activity.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"External forcings, earth-system feedbacks, and human activity\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Recognize how paleoclimatologists collect, date, and analyze a staggering variety of paleoclimatic records, including ocean and lake sediment cores, ice cores, tree rings, corals, and speleothems.\",\"source_url\":\"https://guide.wisc.edu/courses/atm_ocn/\"}],\"text\":\"Paleoclimatic records: sediment cores, ice cores, tree rings, corals, speleothems\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"b2028d7f37a704ae6b89c62a8a8d0128db9f5240486c2aedb6dd3bc14c30cb97","record_version_id":"979ae451fa75b35e1bd124b8ff0fd89d3d1916a1c57436dbef68ff6fe6e69320","job_id":"enrich-6556a505c10f448d98d02466","output_id":"8b70a233aca60f7051d2e6a513698792f970ee90168e020e388f28f60da35590","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof Marcott is terrific! Extremely caring, kind, knowledgable of the subject, and more than willing to make accommodations in this difficult time. You can tell that Marcott genuinely wants all his students to succeed-- he has us do what is necessary to learn but is extremely respectful of our time. Would absolutely take again!\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-09-18 01:12:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0e1624be7ac235862dcb0414\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"},{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":2,\"review_ids\":[\"0e1624be7ac235862dcb0414\",\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2327004\",\"summary\":\"Cited reviews praise Shaun Marcott for being knowledgeable, caring, and effective in explaining course material.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":1,\"review_ids\":[\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"neutral\",\"subject_instructor_id\":null,\"summary\":\"One reviewer notes the class is not too hard if students have geoscience or atmospheric/oceanic science background.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-789789da373eecc1ff75f626","output_id":"f871a69ff61ebec65873d7655c65902dab56d27f871f740dc3843ceb0160d623","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-789789da373eecc1ff75f626","output_id":"f871a69ff61ebec65873d7655c65902dab56d27f871f740dc3843ceb0160d623","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"paleoclimatology\",\"climate variability\",\"earth system feedbacks\",\"human impact on climate\",\"geological timescales\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Examines how climate variability arises from interplay between external forcings, feedbacks within the earth system, and (more recently) human activity.\"}],\"text\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335 examines climate variability across timescales, focusing on external forcings, earth system feedbacks, and human activity.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"title\",\"quote\":\"CLIMATIC ENVIRONMENTS OF THE PAST\"}],\"text\":\"Climatic environments of the past\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Climate change at timescales from the last several million years to the last 100 years\"}],\"text\":\"Climate change timescales\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"interplay between external forcings, feedbacks within the earth system\"}],\"text\":\"External forcings and earth system feedbacks\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-789789da373eecc1ff75f626","output_id":"f871a69ff61ebec65873d7655c65902dab56d27f871f740dc3843ceb0160d623","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0d5c00c5a6056128801e0e15ddd1eeb0f52758c652692c2b19017c2f6d344c21","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0d5c00c5a6056128801e0e15ddd1eeb0f52758c652692c2b19017c2f6d344c21","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"paleoclimatology\",\"climate variability\",\"earth system feedbacks\",\"human impact on climate\",\"geological timescales\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Examines how climate variability arises from interplay between external forcings, feedbacks within the earth system, and (more recently) human activity.\"}],\"text\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335 examines climate variability across timescales, focusing on external forcings, earth system feedbacks, and human activity.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"title\",\"quote\":\"CLIMATIC ENVIRONMENTS OF THE PAST\"}],\"text\":\"Climatic environments of the past\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Climate change at timescales from the last several million years to the last 100 years\"}],\"text\":\"Climate change timescales\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"interplay between external forcings, feedbacks within the earth system\"}],\"text\":\"External forcings and earth system feedbacks\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0d5c00c5a6056128801e0e15ddd1eeb0f52758c652692c2b19017c2f6d344c21","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof Marcott is terrific! Extremely caring, kind, knowledgable of the subject, and more than willing to make accommodations in this difficult time. You can tell that Marcott genuinely wants all his students to succeed-- he has us do what is necessary to learn but is extremely respectful of our time. Would absolutely take again!\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-09-18 01:12:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0e1624be7ac235862dcb0414\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"},{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":2,\"review_ids\":[\"0e1624be7ac235862dcb0414\",\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are described as caring, kind, knowledgeable, and willing to make accommodations. Shaun Marcott is noted for being funny and respectful of students' time.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Prof Marcott is terrific! Extremely caring, kind, knowledgable of the subject, and more than willing to make accommodations in this difficult time. You can tell that Marcott genuinely wants all his students to succeed-- he has us do what is necessary to learn but is extremely respectful of our time. Would absolutely take again!\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-09-18 01:12:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0e1624be7ac235862dcb0414\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"},{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":2,\"review_ids\":[\"0e1624be7ac235862dcb0414\",\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Students generally rate the class highly, with one calling it 'terrific' and another recommending it, especially if they have some background or use the textbook.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":1,\"review_ids\":[\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"The course is considered not too hard, particularly for those with prior background in geoscience or atmospheric/oceanic science, and exams are described as 'not too bad'.\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"0d5c00c5a6056128801e0e15ddd1eeb0f52758c652692c2b19017c2f6d344c21","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"b069dd9c0ccc81001dc9c5b2e5d75272dba6e08a6c2456d65962a9d6ef6eb4ce\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d85e729bbfdae2150655bd65\",\"message\":\"Summary generation failed\",\"name\":\"Shaun Marcott\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2327004\",\"summary\":[{\"citations\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2020: 3.26 GPA, 60.0% A/AB (n=60 letter grades); Fall 2022: 3.16 GPA, 62.7% A/AB (n=59 letter grades); Fall 2024: 3.46 GPA, 66.7% A/AB (n=36 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_34b0a0728522869a963a08b9\",\"message\":\"No course-specific reviews available\",\"name\":\"Sophia Pinter\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_d85e729bbfdae2150655bd65\",\"mode\":\"professor\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.22 GPA, 46.7% A/AB (n=30 letter grades); Fall 2024: 3.46 GPA, 66.7% A/AB (n=36 letter grades); Fall 2025: 3.35 GPA, 63.3% A/AB (n=30 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"SHAUN MARCOTT is recorded teaching in Fall 2020, Fall 2022, Fall 2024. 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_d85e729bbfdae2150655bd65\", \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"e895b8783cf3228c3c0f94e41b4524c2889875d748d432509fd8fa732a80b9c6","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"e895b8783cf3228c3c0f94e41b4524c2889875d748d432509fd8fa732a80b9c6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"paleoclimatology\",\"climate variability\",\"earth system feedbacks\",\"human impact on climate\",\"geological timescales\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Examines how climate variability arises from interplay between external forcings, feedbacks within the earth system, and (more recently) human activity.\"}],\"text\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335 examines climate variability across timescales, focusing on external forcings, earth system feedbacks, and human activity.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"title\",\"quote\":\"CLIMATIC ENVIRONMENTS OF THE PAST\"}],\"text\":\"Climatic environments of the past\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Climate change at timescales from the last several million years to the last 100 years\"}],\"text\":\"Climate change timescales\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"interplay between external forcings, feedbacks within the earth system\"}],\"text\":\"External forcings and earth system feedbacks\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"e895b8783cf3228c3c0f94e41b4524c2889875d748d432509fd8fa732a80b9c6","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof Marcott is terrific! Extremely caring, kind, knowledgable of the subject, and more than willing to make accommodations in this difficult time. You can tell that Marcott genuinely wants all his students to succeed-- he has us do what is necessary to learn but is extremely respectful of our time. Would absolutely take again!\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-09-18 01:12:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0e1624be7ac235862dcb0414\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"},{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":2,\"review_ids\":[\"0e1624be7ac235862dcb0414\",\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are described as caring, kind, knowledgeable, and willing to make accommodations. Shaun Marcott is noted for being funny and respectful of students' time.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Prof Marcott is terrific! Extremely caring, kind, knowledgable of the subject, and more than willing to make accommodations in this difficult time. You can tell that Marcott genuinely wants all his students to succeed-- he has us do what is necessary to learn but is extremely respectful of our time. Would absolutely take again!\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-09-18 01:12:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0e1624be7ac235862dcb0414\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"},{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":2,\"review_ids\":[\"0e1624be7ac235862dcb0414\",\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Students generally rate the class highly, with one calling it 'terrific' and another recommending it, especially if they have some background or use the textbook.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":1,\"review_ids\":[\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"The course is considered not too hard, particularly for those with prior background in geoscience or atmospheric/oceanic science, and exams are described as 'not too bad'.\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"e895b8783cf3228c3c0f94e41b4524c2889875d748d432509fd8fa732a80b9c6","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b069dd9c0ccc81001dc9c5b2e5d75272dba6e08a6c2456d65962a9d6ef6eb4ce\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d85e729bbfdae2150655bd65\",\"message\":null,\"name\":\"Shaun Marcott\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2327004\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-09-18 01:12:49 +0000 UTC\",\"review_id\":\"0e1624be7ac235862dcb0414\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"text\":\"Shaun Marcott is described as caring, kind, and knowledgeable, with a genuine desire for student success. He is noted for being respectful of student time while ensuring necessary learning occurs, and is willing to make accommodations.\"},{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-12-10 01:14:33 +0000 UTC\",\"review_id\":\"ed7467de29e39a7d17cac4a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"text\":\"Reviewers find Marcott's lectures interesting and funny. The course is considered manageable for students with prior geoscience background, with the textbook serving as a key resource for exam preparation.\"},{\"citations\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2020: 3.26 GPA, 60.0% A/AB (n=60 letter grades); Fall 2022: 3.16 GPA, 62.7% A/AB (n=59 letter grades); Fall 2024: 3.46 GPA, 66.7% A/AB (n=36 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_34b0a0728522869a963a08b9\",\"message\":\"No course-specific reviews available\",\"name\":\"Sophia Pinter\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-12-10 01:14:33 +0000 UTC\",\"review_id\":\"ed7467de29e39a7d17cac4a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"text\":\"The course is not too hard, with exams that are manageable if students use the textbook to understand the material covered.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Joseph Skulan\",\"review_date\":\"2006-07-05 16:28:33 +0000 UTC\",\"review_id\":\"46fd9d1bc797057dc9c40f40\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:242287\",\"source_review_id\":\"UmF0aW5nLTEyMDU1OTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/242287\",\"type\":\"review\"}],\"text\":\"Historical review from Joseph Skulan describes the course as a pretty good class with low difficulty and high quality.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-09-18 01:12:49 +0000 UTC\",\"review_id\":\"0e1624be7ac235862dcb0414\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"},{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-12-10 01:14:33 +0000 UTC\",\"review_id\":\"ed7467de29e39a7d17cac4a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"text\":\"Shaun Marcott is a highly rated, caring, and funny instructor who makes the course accessible and enjoyable for students with or without prior background.\"},{\"citations\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.22 GPA, 46.7% A/AB (n=30 letter grades); Fall 2024: 3.46 GPA, 66.7% A/AB (n=36 letter grades); Fall 2025: 3.35 GPA, 63.3% A/AB (n=30 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-09-18 01:12:49 +0000 UTC\",\"review_id\":\"0e1624be7ac235862dcb0414\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"},{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-12-10 01:14:33 +0000 UTC\",\"review_id\":\"ed7467de29e39a7d17cac4a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"text\":\"Students find the lectures interesting and appreciate Marcott's respect for their time and willingness to accommodate their needs.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"SHAUN MARCOTT is recorded teaching in Fall 2020, Fall 2022, Fall 2024. 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},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"97a7d191c66b24d13e1c762834e4ee0ae69b19022beefa66a3cdd827bdb946d3","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"97a7d191c66b24d13e1c762834e4ee0ae69b19022beefa66a3cdd827bdb946d3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"paleoclimatology\",\"climate variability\",\"earth system feedbacks\",\"human impact on climate\",\"geological timescales\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Examines how climate variability arises from interplay between external forcings, feedbacks within the earth system, and (more recently) human activity.\"}],\"text\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335 examines climate variability across timescales, focusing on external forcings, earth system feedbacks, and human activity.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"title\",\"quote\":\"CLIMATIC ENVIRONMENTS OF THE PAST\"}],\"text\":\"Climatic environments of the past\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"Climate change at timescales from the last several million years to the last 100 years\"}],\"text\":\"Climate change timescales\"},{\"evidence\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"field\":\"description\",\"quote\":\"interplay between external forcings, feedbacks within the earth system\"}],\"text\":\"External forcings and earth system feedbacks\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"97a7d191c66b24d13e1c762834e4ee0ae69b19022beefa66a3cdd827bdb946d3","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Prof Marcott is terrific! Extremely caring, kind, knowledgable of the subject, and more than willing to make accommodations in this difficult time. You can tell that Marcott genuinely wants all his students to succeed-- he has us do what is necessary to learn but is extremely respectful of our time. Would absolutely take again!\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-09-18 01:12:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0e1624be7ac235862dcb0414\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"},{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":2,\"review_ids\":[\"0e1624be7ac235862dcb0414\",\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are described as caring, kind, knowledgeable, and willing to make accommodations. Shaun Marcott is noted for being funny and respectful of students' time.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Prof Marcott is terrific! Extremely caring, kind, knowledgable of the subject, and more than willing to make accommodations in this difficult time. You can tell that Marcott genuinely wants all his students to succeed-- he has us do what is necessary to learn but is extremely respectful of our time. Would absolutely take again!\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-09-18 01:12:49 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0e1624be7ac235862dcb0414\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"},{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":2,\"review_ids\":[\"0e1624be7ac235862dcb0414\",\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"Students generally rate the class highly, with one calling it 'terrific' and another recommending it, especially if they have some background or use the textbook.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Geosci335 is a great online course to take. The lectures are interesting, and Shaun is a great prof & funny. The class itself is not too hard if you already have some geoscience or atmospheric/oceanic science background- if you don't, the textbook is very useful in explaining everything he will cover in exams, which aren't too bad. I def recommend\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"date\":\"2020-12-10 01:14:33 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ed7467de29e39a7d17cac4a6\",\"instructor_id\":\"rmp:2327004\",\"instructor_name\":\"Shaun Marcott\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\"}],\"evidence_count\":1,\"review_ids\":[\"ed7467de29e39a7d17cac4a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2327004\",\"name\":\"Shaun Marcott\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2020\"},\"sentiment\":\"positive\",\"summary\":\"The course is considered not too hard, particularly for those with prior background in geoscience or atmospheric/oceanic science, and exams are described as 'not too bad'.\"}]}","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_da91f17a6f8a3ea8c85e003b","course_id":"ATMOCN/ENVIRST/GEOG/GEOSCI 335","catalog_version_id":"10d2c7516548273742ca2b040850cd6e5323f09666503bfacc387673c589d8e9","record_version_id":"160f061d9ca73569f010f08a6c89afc5751d444fd9417a7e65a06052f163ab37","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"97a7d191c66b24d13e1c762834e4ee0ae69b19022beefa66a3cdd827bdb946d3","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"b069dd9c0ccc81001dc9c5b2e5d75272dba6e08a6c2456d65962a9d6ef6eb4ce\",\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"current_instructors\":[{\"instructor_uid\":\"instructor_d85e729bbfdae2150655bd65\",\"message\":null,\"name\":\"Shaun Marcott\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2327004\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-09-18 01:12:49 +0000 UTC\",\"review_id\":\"0e1624be7ac235862dcb0414\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"text\":\"Shaun Marcott is described as caring, kind, and knowledgeable, with a genuine desire for student success. He is noted for being respectful of student time while ensuring necessary learning occurs, and is willing to make accommodations.\"},{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-12-10 01:14:33 +0000 UTC\",\"review_id\":\"ed7467de29e39a7d17cac4a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"text\":\"Reviewers find Marcott's lectures interesting and funny. The course is considered manageable for students with prior geoscience background, with the textbook serving as a key resource for exam preparation.\"},{\"citations\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2020: 3.26 GPA, 60.0% A/AB (n=60 letter grades); Fall 2022: 3.16 GPA, 62.7% A/AB (n=59 letter grades); Fall 2024: 3.46 GPA, 66.7% A/AB (n=36 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_34b0a0728522869a963a08b9\",\"message\":\"No course-specific reviews available\",\"name\":\"Sophia Pinter\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-12-10 01:14:33 +0000 UTC\",\"review_id\":\"ed7467de29e39a7d17cac4a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"text\":\"The course is not too hard, with exams that are manageable if students use the textbook to understand the material covered.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Joseph Skulan\",\"review_date\":\"2006-07-05 16:28:33 +0000 UTC\",\"review_id\":\"46fd9d1bc797057dc9c40f40\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:242287\",\"source_review_id\":\"UmF0aW5nLTEyMDU1OTQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/242287\",\"type\":\"review\"}],\"text\":\"No reviews are available for current instructors Shaun Marcott or Sophia Pinter. Historical feedback for Joseph Skulan describes the course as a pretty good class with low difficulty.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-09-18 01:12:49 +0000 UTC\",\"review_id\":\"0e1624be7ac235862dcb0414\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"},{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-12-10 01:14:33 +0000 UTC\",\"review_id\":\"ed7467de29e39a7d17cac4a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"text\":\"Shaun Marcott is a highly rated, caring, and funny instructor who makes the course accessible and enjoyable for students with or without prior background.\"},{\"citations\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.22 GPA, 46.7% A/AB (n=30 letter grades); Fall 2024: 3.46 GPA, 66.7% A/AB (n=36 letter grades); Fall 2025: 3.35 GPA, 63.3% A/AB (n=30 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-09-18 01:12:49 +0000 UTC\",\"review_id\":\"0e1624be7ac235862dcb0414\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTMzNjUwNTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"},{\"instructor_name\":\"Shaun Marcott\",\"review_date\":\"2020-12-10 01:14:33 +0000 UTC\",\"review_id\":\"ed7467de29e39a7d17cac4a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2327004\",\"source_review_id\":\"UmF0aW5nLTM0MDA5MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2327004\",\"type\":\"review\"}],\"text\":\"Students find the lectures interesting and appreciate Marcott's respect for their time and willingness to accommodate their needs.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ATMOCN/ENVIRST/GEOG/GEOSCI 335\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"source_record\":{\"entity_id\":\"55f6690b-13cd-3445-ba4e-a5fd885cf7d5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"SHAUN MARCOTT is recorded teaching in Fall 2020, Fall 2022, Fall 2024. 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}]