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She is characterized as intelligent and helpful, with students expressing strong willingness to take her classes again.\"},{\"citations\":[{\"course_id\":\"PSYCH 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"source_record\":{\"entity_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"source_record\":{\"entity_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"source_record\":{\"entity_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 4.00 GPA, 100.0% A/AB (n=15 letter grades); 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Fall 2024: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=18 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Kristin Shutts\",\"review_date\":\"2020-01-09 22:04:22 +0000 UTC\",\"review_id\":\"609dac613cb5f0cefb969369\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1984144\",\"source_review_id\":\"UmF0aW5nLTMyODE3NjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1984144\",\"type\":\"review\"},{\"instructor_name\":\"Kristin Shutts\",\"review_date\":\"2021-12-08 05:28:15 +0000 UTC\",\"review_id\":\"3a4d3ec44777b608c8bb02ec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1984144\",\"source_review_id\":\"UmF0aW5nLTM1NDEzNDcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1984144\",\"type\":\"review\"}],\"text\":\"Students report a positive experience, recommending the class due to the instructor's supportive and welcoming demeanor.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PSYCH 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"source_record\":{\"entity_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"source_record\":{\"entity_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"source_record\":{\"entity_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"source_record\":{\"entity_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"source_record\":{\"entity_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"source_record\":{\"entity_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 380\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"source_record\":{\"entity_id\":\"71689516-b4ca-34d1-8287-797af2569512\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KRISTIN SHUTTS is recorded teaching in Fall 2018, Fall 2019, Fall 2020, Fall 2021, 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}]