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Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_9be62a987164e30975a951ac\",\"message\":\"No course-specific reviews available\",\"name\":\"Lingjun Li\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:655063\",\"summary\":[{\"citations\":[{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.43 GPA, 62.8% A/AB (n=94 letter grades); Fall 2024: 3.72 GPA, 84.0% A/AB (n=125 letter grades); Fall 2025: 3.58 GPA, 72.9% A/AB (n=133 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_eb11602d5477335cf328a041\",\"message\":\"No course-specific reviews available\",\"name\":\"Nicholas Kalogriopoulos\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_d7b13b88289e5c37239849fc\",\"message\":\"No course-specific reviews available\",\"name\":\"Regina Stasser De Gonzalez\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2025: 3.58 GPA, 72.9% A/AB (n=133 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.43 GPA, 62.8% A/AB (n=94 letter grades); Fall 2024: 3.72 GPA, 84.0% A/AB (n=125 letter grades); Fall 2025: 3.58 GPA, 72.9% A/AB (n=133 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JASON KWAN is recorded teaching in Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KEVIN LUCIO ACERO is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"LINGJUN LI is recorded teaching in Fall 2008, Fall 2010, Fall 2011, Fall 2013, Fall 2014, Fall 2015, Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHMSCI 432\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"source_record\":{\"entity_id\":\"c75887e7-e9bd-342d-86c3-e2c583af521a\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"REGINA STASSER DE GONZALEZ is recorded teaching in 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}]