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education.\",\"source_url\":\"https://guide.wisc.edu/courses/music/\"}],\"text\":\"Special Topics in Music explores wide-ranging topics in music history, music theory, or music education.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"MUSIC 497\",\"field\":\"description\",\"quote\":\"Exploration of wide-ranging topics in music history, music theory or music education.\",\"source_url\":\"https://guide.wisc.edu/courses/music/\"}],\"text\":\"Music history\"},{\"evidence\":[{\"course_id\":\"MUSIC 497\",\"field\":\"description\",\"quote\":\"Exploration of wide-ranging topics in music history, music theory or music education.\",\"source_url\":\"https://guide.wisc.edu/courses/music/\"}],\"text\":\"Music theory\"},{\"evidence\":[{\"course_id\":\"MUSIC 497\",\"field\":\"description\",\"quote\":\"Exploration of wide-ranging topics in music history, music theory or music education.\",\"source_url\":\"https://guide.wisc.edu/courses/music/\"}],\"text\":\"Music 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17:50:09.728220+00:00","course_uid":"course_67da3fd8c3cf7b1b68aaedef","course_id":"MUSIC 497","catalog_version_id":"ef1f827ef841af3338b147ba2cbe71eba4c0ddb4b1484a5eb065944f0a32e3f1","record_version_id":"837c22ef8acfc592bbd9012a8e11f28f8d7147bd39eda87e36fe96a535895b5c","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"cc53df11a6cf814cb8a358366922f9b1a0c749f11f6445c8eb1becbcbce5da29","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"9b2091f5c36baab08a9bd263f9dd81a1a0f6b0db30a418369744b1e9473c129c\",\"course_id\":\"MUSIC 497\",\"current_instructors\":[{\"instructor_uid\":\"instructor_e99cf7cef0522a5df57641ee\",\"message\":\"No course-specific reviews available\",\"name\":\"Arun Luthra\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"MUSIC 497\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":96,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 497\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":50,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2021: 4.00 GPA, 100.0% A/AB (n=16 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=8 letter grades). 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Cornish\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2949487\",\"summary\":[{\"citations\":[{\"course_id\":\"MUSIC 497\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":36,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.87 GPA, 93.3% A/AB (n=15 letter grades).\"}]},{\"instructor_uid\":\"instructor_1fc6a31b7b9e5d0481415aa5\",\"message\":\"No course-specific reviews available\",\"name\":\"Hannah Grosse\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_c8753eeb86ccc76935aa6e6b\",\"message\":\"No course-specific reviews available\",\"name\":\"Ilana Schroeder\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:2894144\",\"summary\":[{\"citations\":[{\"course_id\":\"MUSIC 497\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":31,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2026: 3.79 GPA, 94.7% A/AB (n=19 letter grades).\"}]},{\"instructor_uid\":\"instructor_8556077647034152dddfbdff\",\"message\":\"No course-specific reviews available\",\"name\":\"Lindsay Flowers Koh\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"MUSIC 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GPA, 100.0% A/AB (n=19 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MUSIC 497\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 497\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 497\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.90 GPA, 95.5% A/AB (n=66 letter grades); Fall 2025: 3.90 GPA, 95.1% A/AB (n=41 letter grades); Spring 2026: 3.80 GPA, 89.2% A/AB (n=74 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MUSIC 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MUSIC 497\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":49,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"CHRIS ROTTMAYER is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MUSIC 497\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":36,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"GABRIELLE CORNISH is recorded teaching in Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MUSIC 497\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":31,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ILANA SCHROEDER is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MUSIC 497\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":59,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 497\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":159,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 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497\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":159,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 497\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":59,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 497\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":159,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"LINDSAY KOH is recorded teaching in Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MUSIC 497\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":70,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 497\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":70,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 497\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":70,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 497\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":70,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 497\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":170,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"NADIA CHANA is recorded teaching in Spring 2020, Spring 2022, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MUSIC 497\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":51,\"source_course_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"source_record\":{\"entity_id\":\"1a37e3ec-b670-3607-959b-1843e184b070\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"RUKA SHIRONISHI is recorded teaching in Spring 2026. 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}]