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Moreover, I don't wanna be a statistician, I wanna be an ML engineer or data scientist\",\"course_id\":\"STAT 602\",\"date\":\"2022-03-26 17:09:36 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"9ed76393956c6001a72d8739\",\"instructor_id\":\"rmp:371080\",\"instructor_name\":\"Wei-Yin Loh\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1OTc4ODgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/371080\"}],\"evidence_count\":2,\"review_ids\":[\"1d36c2add2f9dc97bd7a0cab\",\"9ed76393956c6001a72d8739\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:371080\",\"name\":\"Wei-Yin Loh\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"While one instructor is considered nice, the course is perceived as very hard, especially for non-statistics majors, with a disconnect between learning and assessment.\"}]}","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_d2bc347ed5e5c07178b1f567","course_id":"STAT 602","catalog_version_id":"f93f13f4216d1ed1c1525d9b62fbbaf0abb2d5d5a34a5605dd752d5a59c3f23e","record_version_id":"096b7857167de83adf782680b8199844ac7547fc1bc5d1e1933ea415ee628d83","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"e26b73eb1c25edf851ae7597eae8d63a3e0f694392e7c29a2d05afb654197889","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"eed3ac666f7b2df99b3890a8f1d33a0a8bb3856fca4765475842db7c4e1d2081\",\"course_id\":\"STAT 602\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Wei-Yin Loh\",\"review_date\":\"2019-06-12 10:22:37 +0000 UTC\",\"review_id\":\"1d36c2add2f9dc97bd7a0cab\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:371080\",\"source_review_id\":\"UmF0aW5nLTMyMDE5ODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/371080\",\"type\":\"review\"},{\"instructor_name\":\"Wei-Yin Loh\",\"review_date\":\"2022-03-26 17:09:36 +0000 UTC\",\"review_id\":\"9ed76393956c6001a72d8739\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:371080\",\"source_review_id\":\"UmF0aW5nLTM1OTc4ODgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/371080\",\"type\":\"review\"}],\"text\":\"Historical reviews of Wei-Yin Loh: Exams are described as tricky and hard, requiring preparation despite a lack of clear connection between homework, lectures, and exam content.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Wei-Yin Loh\",\"review_date\":\"2019-06-12 10:22:37 +0000 UTC\",\"review_id\":\"1d36c2add2f9dc97bd7a0cab\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:371080\",\"source_review_id\":\"UmF0aW5nLTMyMDE5ODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/371080\",\"type\":\"review\"},{\"instructor_name\":\"Wei-Yin Loh\",\"review_date\":\"2022-03-26 17:09:36 +0000 UTC\",\"review_id\":\"9ed76393956c6001a72d8739\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:371080\",\"source_review_id\":\"UmF0aW5nLTM1OTc4ODgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/371080\",\"type\":\"review\"}],\"text\":\"Historical reviews of Wei-Yin Loh: Wei-Yin Loh's STAT 602 reviews highlight significant disconnects between lectures and exams. Reviewers describe the exams as tricky and difficult, particularly for non-statistics majors, with little connection to the taught material.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Wei-Yin Loh\",\"review_date\":\"2019-06-12 10:22:37 +0000 UTC\",\"review_id\":\"1d36c2add2f9dc97bd7a0cab\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:371080\",\"source_review_id\":\"UmF0aW5nLTMyMDE5ODY5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/371080\",\"type\":\"review\"},{\"instructor_name\":\"Wei-Yin Loh\",\"review_date\":\"2022-03-26 17:09:36 +0000 UTC\",\"review_id\":\"9ed76393956c6001a72d8739\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:371080\",\"source_review_id\":\"UmF0aW5nLTM1OTc4ODgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/371080\",\"type\":\"review\"}],\"text\":\"Historical reviews of Wei-Yin Loh: Students report Wei-Yin Loh's STAT 602 as difficult, with exams that feel disconnected from homework and lectures, particularly challenging for non-statistics majors.\"},{\"citations\":[{\"course_id\":\"STAT 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"STAT 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"STAT 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2020: 3.84 GPA, 94.0% A/AB (n=67 letter grades); Fall 2021: 4.00 GPA, 100.0% A/AB (n=10 letter grades); Spring 2022: 3.91 GPA, 100.0% A/AB (n=58 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Wei-Yin Loh\",\"review_date\":\"2022-03-26 17:09:36 +0000 UTC\",\"review_id\":\"9ed76393956c6001a72d8739\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:371080\",\"source_review_id\":\"UmF0aW5nLTM1OTc4ODgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/371080\",\"type\":\"review\"}],\"text\":\"Historical reviews of Wei-Yin Loh: Lectures are perceived as irrelevant to exam topics, leaving students confused about the material, especially those without a statistics background.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"STAT 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"source_record\":{\"entity_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"STAT 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"source_record\":{\"entity_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"STAT 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"source_record\":{\"entity_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"STAT 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"source_record\":{\"entity_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"STAT 602\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"source_record\":{\"entity_id\":\"7688b663-513f-3185-bd34-7367699e2d96\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"WEI-YIN LOH is recorded teaching in Spring 2016, Spring 2018, Spring 2019, Spring 2020, Spring 2022. 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}]