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Respects her office hours. \",\"course_id\":\"CHEM 668\",\"date\":\"2025-12-10 01:29:31 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8c1099bc4f3be1cb21c99cb3\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMTM1MzMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"}],\"evidence_count\":3,\"review_ids\":[\"3fc9323096f53681adee7186\",\"7301c5f579e0199513241c04\",\"8c1099bc4f3be1cb21c99cb3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:129551\",\"name\":\"Silvia Cavagnero\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is described as heavy with lots of homework and weekend study required, though some find the homework unrelated to lectures or a waste of time.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Very professional. Lectures directly cover homework materials. No exams or quizzes. Office hours are extremely useful-all questions get answered.\",\"course_id\":\"CHEM 668\",\"date\":\"2025-12-10 01:29:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c6c8731f9d7e8b85b32d45f0\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTM1MzIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"},{\"comment\":\"Teaches tough material well. The class is set up to provide a lot of value. You will be studying on the evenings and weekends to keep up. She is respectful with regards to making mistakes on tests and will change test scores. Respects her office hours. \",\"course_id\":\"CHEM 668\",\"date\":\"2025-12-10 01:29:31 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8c1099bc4f3be1cb21c99cb3\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMTM1MzMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"}],\"evidence_count\":2,\"review_ids\":[\"c6c8731f9d7e8b85b32d45f0\",\"8c1099bc4f3be1cb21c99cb3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:129551\",\"name\":\"Silvia Cavagnero\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Assessment is generally viewed positively with no exams or quizzes, and professors are described as respectful regarding mistakes and willing to adjust scores.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"This course is a survey course of many spectroscopy techniques. The fundamental issue with the course lies in the fact that too many topics are covered but not in enough depth to actually understand them. Additionally, lots of the math required to understand the topics is incomplete. Slides are confusing and HW assignments are a waste of time.\",\"course_id\":\"CHEM 668\",\"date\":\"2021-12-10 17:05:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3fc9323096f53681adee7186\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NDU3NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"},{\"comment\":\"Lots of homework, and the homeworks are unrelated to the lecture. Switches between reading papers / lecture notes / book 3 times a week. A class with 40 students, so she calls you, be prepared. She does make you to wear a t shirt with a color you like. Be ready to explain why you wore that t shirt and how it is related to spectroscopy.\",\"course_id\":\"CHEM 668\",\"date\":\"2021-12-22 18:40:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7301c5f579e0199513241c04\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjMzNjE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"},{\"comment\":\"Jumps in between resources. Doesn't understand or prefers to explain hard concepts with a PowerPoint. Reads off the slides.\",\"course_id\":\"CHEM 668\",\"date\":\"2022-01-27 22:52:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"851daec8f566e897e5bc9e72\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1ODA1NTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"}],\"evidence_count\":3,\"review_ids\":[\"3fc9323096f53681adee7186\",\"7301c5f579e0199513241c04\",\"851daec8f566e897e5bc9e72\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:129551\",\"name\":\"Silvia Cavagnero\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization is criticized for covering too many topics without enough depth and jumping between various resources like papers, notes, and books.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This course is a survey course of many spectroscopy techniques. The fundamental issue with the course lies in the fact that too many topics are covered but not in enough depth to actually understand them. Additionally, lots of the math required to understand the topics is incomplete. Slides are confusing and HW assignments are a waste of time.\",\"course_id\":\"CHEM 668\",\"date\":\"2021-12-10 17:05:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3fc9323096f53681adee7186\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NDU3NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"},{\"comment\":\"Silvia was very responsive and helpful outside of class. Class usually went overtime. Problem sets had unclear questions or material we hadn't covered yet, but she clarified questions or extended deadlines when alerted to this. I felt like I was jumping through hoops and working for vague "participation points," but I learned stuff.\",\"course_id\":\"CHEM 668\",\"date\":\"2021-12-11 20:02:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4a05281d66d1e571dc47d618\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1NDc0MTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"},{\"comment\":\"It is a quite useful course. Both conventional and cutting-edge techniques are included in the curriculum. Silvia is one the most patient professors I have ever met. She explains everything clearly and is happy to talk about course materials if students have questions.\",\"course_id\":\"CHEM 668\",\"date\":\"2021-12-17 21:02:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0d491f4db0e1b17df460ae9c\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM1NTc5MTMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"},{\"comment\":\"Lots of homework, and the homeworks are unrelated to the lecture. Switches between reading papers / lecture notes / book 3 times a week. A class with 40 students, so she calls you, be prepared. She does make you to wear a t shirt with a color you like. Be ready to explain why you wore that t shirt and how it is related to spectroscopy.\",\"course_id\":\"CHEM 668\",\"date\":\"2021-12-22 18:40:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7301c5f579e0199513241c04\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjMzNjE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"},{\"comment\":\"Jumps in between resources. Doesn't understand or prefers to explain hard concepts with a PowerPoint. Reads off the slides.\",\"course_id\":\"CHEM 668\",\"date\":\"2022-01-27 22:52:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"851daec8f566e897e5bc9e72\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1ODA1NTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"},{\"comment\":\"Prof. Cavagnero is a great human and a very nice teacher. She really cares about her students and wants them to succeed.\",\"course_id\":\"CHEM 668\",\"date\":\"2024-12-07 23:52:14 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"8876ee178a7001da4b68c930\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTQwMTU0MzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"},{\"comment\":\"Silvia is a great professor. She may make you work for your grade, but she wants to facilitate your learning and puts a big emphasis on that. \",\"course_id\":\"CHEM 668\",\"date\":\"2025-12-09 00:10:25 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d83b9c1598d00422f2ad7b4a\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTA3MTE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"},{\"comment\":\"Very professional. Lectures directly cover homework materials. No exams or quizzes. Office hours are extremely useful-all questions get answered.\",\"course_id\":\"CHEM 668\",\"date\":\"2025-12-10 01:29:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c6c8731f9d7e8b85b32d45f0\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMTM1MzIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"},{\"comment\":\"Teaches tough material well. The class is set up to provide a lot of value. You will be studying on the evenings and weekends to keep up. She is respectful with regards to making mistakes on tests and will change test scores. Respects her office hours. \",\"course_id\":\"CHEM 668\",\"date\":\"2025-12-10 01:29:31 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"8c1099bc4f3be1cb21c99cb3\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTQyMTM1MzMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"},{\"comment\":\"Girl, so confusing…\",\"course_id\":\"CHEM 668\",\"date\":\"2025-12-18 23:24:06 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"14845baaeddd370137db64f9\",\"instructor_id\":\"rmp:129551\",\"instructor_name\":\"Silvia Cavagnero\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzM3MzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\"}],\"evidence_count\":10,\"review_ids\":[\"3fc9323096f53681adee7186\",\"4a05281d66d1e571dc47d618\",\"0d491f4db0e1b17df460ae9c\",\"7301c5f579e0199513241c04\",\"851daec8f566e897e5bc9e72\",\"8876ee178a7001da4b68c930\",\"d83b9c1598d00422f2ad7b4a\",\"c6c8731f9d7e8b85b32d45f0\",\"8c1099bc4f3be1cb21c99cb3\",\"14845baaeddd370137db64f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:129551\",\"name\":\"Silvia Cavagnero\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Overall sentiment is mixed; while some students appreciate the professor's patience and care, others find the course confusing and the material insufficiently explained.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_c2ae6c974269b52e4c300212","course_id":"CHEM 668","catalog_version_id":"c44de6e6a0bf7fdade71b128f1b5b4d96eac3e8875ad3953c8e86e77bcff8534","record_version_id":"5842a7f4ef5d2c2173ef735c3e8ba77291cf2db86ca7eb573b296016557d6468","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"14fa32859b1226a8946b7be740f7f2a5151422b98c04f744f056304763c57954","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"857b27e24da089fa29d864b2212356af906124c26124fb2a991f41373152a2f6\",\"course_id\":\"CHEM 668\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2021-12-22 18:40:29 +0000 UTC\",\"review_id\":\"7301c5f579e0199513241c04\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTM1NjMzNjE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2025-12-10 01:29:31 +0000 UTC\",\"review_id\":\"8c1099bc4f3be1cb21c99cb3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTQyMTM1MzMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"}],\"text\":\"Historical reviews of Silvia Cavagnero: The course demands substantial evening and weekend study to keep up with the volume of material. Workload includes frequent homework that some students find unrelated to lectures, alongside reading papers and notes.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2021-12-10 17:05:52 +0000 UTC\",\"review_id\":\"3fc9323096f53681adee7186\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTM1NDU3NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2021-12-11 20:02:33 +0000 UTC\",\"review_id\":\"4a05281d66d1e571dc47d618\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTM1NDc0MTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2021-12-17 21:02:00 +0000 UTC\",\"review_id\":\"0d491f4db0e1b17df460ae9c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTM1NTc5MTMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2021-12-22 18:40:29 +0000 UTC\",\"review_id\":\"7301c5f579e0199513241c04\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTM1NjMzNjE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2022-01-27 22:52:11 +0000 UTC\",\"review_id\":\"851daec8f566e897e5bc9e72\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTM1ODA1NTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2024-12-07 23:52:14 +0000 UTC\",\"review_id\":\"8876ee178a7001da4b68c930\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTQwMTU0MzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2025-12-09 00:10:25 +0000 UTC\",\"review_id\":\"d83b9c1598d00422f2ad7b4a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTQyMTA3MTE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2025-12-10 01:29:13 +0000 UTC\",\"review_id\":\"c6c8731f9d7e8b85b32d45f0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTQyMTM1MzIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2025-12-10 01:29:31 +0000 UTC\",\"review_id\":\"8c1099bc4f3be1cb21c99cb3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTQyMTM1MzMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2025-12-18 23:24:06 +0000 UTC\",\"review_id\":\"14845baaeddd370137db64f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTQyMzM3MzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"}],\"text\":\"Historical reviews of Silvia Cavagnero: Silvia Cavagnero teaches CHEM 668, a spectroscopy survey course. Reviewers praise her responsiveness, patience, and willingness to facilitate learning, noting that lectures often align with homework and office hours are useful. Conversely, some students find the material superficial, the math incomplete, and the teaching style confusing or reliant on reading slides.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2021-12-11 20:02:33 +0000 UTC\",\"review_id\":\"4a05281d66d1e571dc47d618\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTM1NDc0MTg3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2021-12-17 21:02:00 +0000 UTC\",\"review_id\":\"0d491f4db0e1b17df460ae9c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTM1NTc5MTMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2025-12-09 00:10:25 +0000 UTC\",\"review_id\":\"d83b9c1598d00422f2ad7b4a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTQyMTA3MTE5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2025-12-10 01:29:13 +0000 UTC\",\"review_id\":\"c6c8731f9d7e8b85b32d45f0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTQyMTM1MzIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2025-12-10 01:29:31 +0000 UTC\",\"review_id\":\"8c1099bc4f3be1cb21c99cb3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTQyMTM1MzMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"}],\"text\":\"Historical reviews of Silvia Cavagnero: Silvia Cavagnero teaches a useful spectroscopy survey where students report learning significant material despite the course's breadth. Reviewers highlight her patience, helpfulness, and emphasis on facilitating student success.\"},{\"citations\":[{\"course_id\":\"CHEM 668\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CHEM 668\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CHEM 668\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.67 GPA, 76.7% A/AB (n=30 letter grades); Fall 2024: 3.87 GPA, 100.0% A/AB (n=31 letter grades); Fall 2025: 3.74 GPA, 90.3% A/AB (n=31 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2021-12-10 17:05:52 +0000 UTC\",\"review_id\":\"3fc9323096f53681adee7186\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTM1NDU3NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2022-01-27 22:52:11 +0000 UTC\",\"review_id\":\"851daec8f566e897e5bc9e72\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTM1ODA1NTk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"},{\"instructor_name\":\"Silvia Cavagnero\",\"review_date\":\"2025-12-18 23:24:06 +0000 UTC\",\"review_id\":\"14845baaeddd370137db64f9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:129551\",\"source_review_id\":\"UmF0aW5nLTQyMzM3MzYx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/129551\",\"type\":\"review\"}],\"text\":\"Historical reviews of Silvia Cavagnero: Some students find the lectures confusing, citing incomplete math, unclear slides, and disjointed resources. One review describes the course as confusing, while another criticizes the use of PowerPoint and reading from slides.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CHEM 668\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"source_record\":{\"entity_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"CHEM 668\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"source_record\":{\"entity_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"CHEM 668\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"source_record\":{\"entity_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"CHEM 668\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"source_record\":{\"entity_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"CHEM 668\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"source_record\":{\"entity_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"CHEM 668\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"source_record\":{\"entity_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"CHEM 668\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"source_record\":{\"entity_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CHEM 668\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"source_record\":{\"entity_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CHEM 668\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"source_record\":{\"entity_id\":\"7812609c-6736-3308-9c6c-453e6053c9e5\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SILVIA CAVAGNERO is recorded teaching in Fall 2013, Fall 2015, Fall 2017, Fall 2019, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]