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Very disappointed\",\"course_id\":\"ECON 704\",\"date\":\"2025-10-22 19:36:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9e7187b0499363477b45f6c9\",\"instructor_id\":\"rmp:1997405\",\"instructor_name\":\"Kenneth West\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxNzQ0NzU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1997405\"}],\"evidence_count\":2,\"review_ids\":[\"3e1a2f5141c8f96f89acdb49\",\"9e7187b0499363477b45f6c9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1997405\",\"name\":\"Kenneth West\"},{\"id\":\"rmp:2210435\",\"name\":\"Xiaoxia Shi\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"summary\":\"The course is generally perceived as having a manageable difficulty level, with exams described as easy.\"}]}","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_9fae615fe1db13e19e61a961","course_id":"ECON 704","catalog_version_id":"456a5704eff238ebf8b5e25cfb19a568bc5f02a50c68c05e00d387f920aafe0f","record_version_id":"40dcded582e9b4cf3cc5930019fbc462c77579bdeefc0952756cf72717723d1f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"4e1da51762f3bdf8d6933e9d62aa6e012d8599466edf84860e53f9c32f085443","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"103b2f3ef21be19045056f3aa13ff502b294275e4c8d495f71d034d8b5b90c9a\",\"course_id\":\"ECON 704\",\"current_instructors\":[{\"instructor_uid\":\"instructor_8236bac720769d85116d731d\",\"message\":\"No course-specific reviews available\",\"name\":\"Chris Taber\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_73a0df33db132dd1c271a5a6\",\"message\":\"No course-specific reviews available\",\"name\":\"Jack Porter\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1630460\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.59 GPA, 82.4% A/AB (n=17 letter grades); Fall 2024: 3.54 GPA, 71.2% A/AB (n=73 letter grades); Fall 2025: 3.45 GPA, 61.8% A/AB (n=55 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"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\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.60 GPA, 80.0% A/AB (n=10 letter grades); Fall 2025: 3.49 GPA, 67.1% A/AB (n=73 letter grades); Spring 2026: 3.50 GPA, 62.5% A/AB (n=8 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JACK PORTER is recorded teaching in Fall 2017, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KENNETH WEST is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"XIAOXIA SHI is recorded teaching in Fall 2014, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, 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":"[{\"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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9fae615fe1db13e19e61a961","course_id":"ECON 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Additionally, she is very accessible outside class, holding office hours twice a week and respond to emails fairly quickly.\",\"course_id\":\"ECON 704\",\"date\":\"2020-12-07 11:38:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"680c3ab66f8919aac24bd1bd\",\"instructor_id\":\"rmp:2210435\",\"instructor_name\":\"Xiaoxia Shi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzOTcxNzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210435\"},{\"comment\":\"No clear logic for teaching at all. Exam is easy but I feel I learned nothing from this course. Very disappointed\",\"course_id\":\"ECON 704\",\"date\":\"2025-10-22 19:36:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9e7187b0499363477b45f6c9\",\"instructor_id\":\"rmp:1997405\",\"instructor_name\":\"Kenneth West\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxNzQ0NzU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1997405\"}],\"evidence_count\":2,\"review_ids\":[\"680c3ab66f8919aac24bd1bd\",\"9e7187b0499363477b45f6c9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1997405\",\"name\":\"Kenneth West\"},{\"id\":\"rmp:2210435\",\"name\":\"Xiaoxia Shi\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2020\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews indicate a split in teaching effectiveness; one instructor is praised for patience and accessibility, while another is criticized for a lack of clear logic.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"a hard-core professor\",\"course_id\":\"ECON 704\",\"date\":\"2019-02-03 04:22:19 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3e1a2f5141c8f96f89acdb49\",\"instructor_id\":\"rmp:2210435\",\"instructor_name\":\"Xiaoxia Shi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxMzMwODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210435\"},{\"comment\":\"Xiaoxia is very patient in explaining the details of the proofs. Additionally, she is very accessible outside class, holding office hours twice a week and respond to emails fairly quickly.\",\"course_id\":\"ECON 704\",\"date\":\"2020-12-07 11:38:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"680c3ab66f8919aac24bd1bd\",\"instructor_id\":\"rmp:2210435\",\"instructor_name\":\"Xiaoxia Shi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzOTcxNzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210435\"},{\"comment\":\"No clear logic for teaching at all. Exam is easy but I feel I learned nothing from this course. Very disappointed\",\"course_id\":\"ECON 704\",\"date\":\"2025-10-22 19:36:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9e7187b0499363477b45f6c9\",\"instructor_id\":\"rmp:1997405\",\"instructor_name\":\"Kenneth West\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxNzQ0NzU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1997405\"}],\"evidence_count\":3,\"review_ids\":[\"3e1a2f5141c8f96f89acdb49\",\"680c3ab66f8919aac24bd1bd\",\"9e7187b0499363477b45f6c9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1997405\",\"name\":\"Kenneth West\"},{\"id\":\"rmp:2210435\",\"name\":\"Xiaoxia Shi\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Student satisfaction varies significantly by instructor, ranging from high praise for accessibility to disappointment in learning outcomes.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"a hard-core professor\",\"course_id\":\"ECON 704\",\"date\":\"2019-02-03 04:22:19 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"3e1a2f5141c8f96f89acdb49\",\"instructor_id\":\"rmp:2210435\",\"instructor_name\":\"Xiaoxia Shi\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxMzMwODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210435\"},{\"comment\":\"No clear logic for teaching at all. Exam is easy but I feel I learned nothing from this course. Very disappointed\",\"course_id\":\"ECON 704\",\"date\":\"2025-10-22 19:36:05 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"9e7187b0499363477b45f6c9\",\"instructor_id\":\"rmp:1997405\",\"instructor_name\":\"Kenneth West\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQxNzQ0NzU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1997405\"}],\"evidence_count\":2,\"review_ids\":[\"3e1a2f5141c8f96f89acdb49\",\"9e7187b0499363477b45f6c9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1997405\",\"name\":\"Kenneth West\"},{\"id\":\"rmp:2210435\",\"name\":\"Xiaoxia Shi\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"summary\":\"The course is generally perceived as having a manageable difficulty level, with exams described as easy.\"}]}","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_9fae615fe1db13e19e61a961","course_id":"ECON 704","catalog_version_id":"456a5704eff238ebf8b5e25cfb19a568bc5f02a50c68c05e00d387f920aafe0f","record_version_id":"40dcded582e9b4cf3cc5930019fbc462c77579bdeefc0952756cf72717723d1f","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"46e4b6cf23d96472be3752012e68e5c6f25d49ef62f20bf1fabc7019e0020eba","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"103b2f3ef21be19045056f3aa13ff502b294275e4c8d495f71d034d8b5b90c9a\",\"course_id\":\"ECON 704\",\"current_instructors\":[{\"instructor_uid\":\"instructor_8236bac720769d85116d731d\",\"message\":\"No course-specific reviews available\",\"name\":\"Chris Taber\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]},{\"instructor_uid\":\"instructor_73a0df33db132dd1c271a5a6\",\"message\":\"No course-specific reviews available\",\"name\":\"Jack Porter\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1630460\",\"summary\":[{\"citations\":[{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.59 GPA, 82.4% A/AB (n=17 letter grades); Fall 2024: 3.54 GPA, 71.2% A/AB (n=73 letter grades); Fall 2025: 3.45 GPA, 61.8% A/AB (n=55 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Xiaoxia Shi\",\"review_date\":\"2019-02-03 04:22:19 +0000 UTC\",\"review_id\":\"3e1a2f5141c8f96f89acdb49\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2210435\",\"source_review_id\":\"UmF0aW5nLTMxMzMwODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210435\",\"type\":\"review\"},{\"instructor_name\":\"Kenneth West\",\"review_date\":\"2025-10-22 19:36:05 +0000 UTC\",\"review_id\":\"9e7187b0499363477b45f6c9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1997405\",\"source_review_id\":\"UmF0aW5nLTQxNzQ0NzU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1997405\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kenneth West, Xiaoxia Shi: Reviewers describe the course as hard-core, yet note that exams are easy, suggesting a disconnect between perceived difficulty and assessment format.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Xiaoxia Shi\",\"review_date\":\"2019-02-03 04:22:19 +0000 UTC\",\"review_id\":\"3e1a2f5141c8f96f89acdb49\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2210435\",\"source_review_id\":\"UmF0aW5nLTMxMzMwODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210435\",\"type\":\"review\"},{\"instructor_name\":\"Xiaoxia Shi\",\"review_date\":\"2020-12-07 11:38:02 +0000 UTC\",\"review_id\":\"680c3ab66f8919aac24bd1bd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2210435\",\"source_review_id\":\"UmF0aW5nLTMzOTcxNzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210435\",\"type\":\"review\"}],\"text\":\"Historical reviews for Xiaoxia Shi describe her as a hard-core professor who is patient in explaining proofs and accessible outside class. Reviewers note she holds office hours twice a week and responds to emails quickly.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Xiaoxia Shi\",\"review_date\":\"2019-02-03 04:22:19 +0000 UTC\",\"review_id\":\"3e1a2f5141c8f96f89acdb49\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2210435\",\"source_review_id\":\"UmF0aW5nLTMxMzMwODIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210435\",\"type\":\"review\"},{\"instructor_name\":\"Xiaoxia Shi\",\"review_date\":\"2020-12-07 11:38:02 +0000 UTC\",\"review_id\":\"680c3ab66f8919aac24bd1bd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2210435\",\"source_review_id\":\"UmF0aW5nLTMzOTcxNzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210435\",\"type\":\"review\"},{\"instructor_name\":\"Kenneth West\",\"review_date\":\"2025-10-22 19:36:05 +0000 UTC\",\"review_id\":\"9e7187b0499363477b45f6c9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1997405\",\"source_review_id\":\"UmF0aW5nLTQxNzQ0NzU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1997405\",\"type\":\"review\"}],\"text\":\"Historical reviews for ECON 704 show mixed experiences, ranging from highly accessible instruction to significant dissatisfaction with teaching clarity and learning outcomes.\"},{\"citations\":[{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.60 GPA, 80.0% A/AB (n=10 letter grades); Fall 2025: 3.49 GPA, 67.1% A/AB (n=73 letter grades); Spring 2026: 3.50 GPA, 62.5% A/AB (n=8 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Xiaoxia Shi\",\"review_date\":\"2020-12-07 11:38:02 +0000 UTC\",\"review_id\":\"680c3ab66f8919aac24bd1bd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2210435\",\"source_review_id\":\"UmF0aW5nLTMzOTcxNzAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2210435\",\"type\":\"review\"},{\"instructor_name\":\"Kenneth West\",\"review_date\":\"2025-10-22 19:36:05 +0000 UTC\",\"review_id\":\"9e7187b0499363477b45f6c9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1997405\",\"source_review_id\":\"UmF0aW5nLTQxNzQ0NzU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1997405\",\"type\":\"review\"}],\"text\":\"Historical reviews of Kenneth West, Xiaoxia Shi: Students report Xiaoxia Shi as patient and accessible, while Kenneth West's teaching logic was unclear, leading to feelings of having learned nothing.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"JACK PORTER is recorded teaching in Fall 2017, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"KENNETH WEST is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECON 704\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"source_record\":{\"entity_id\":\"dadcdff4-609f-3ec0-9c7c-1fc6018ae28e\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"XIAOXIA SHI is recorded teaching in Fall 2014, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, 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}]