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It was late in the day and I still wanted to pay attention -- which says a lot. One of my favorite courses of UW. Transparent professor, tells you want he's looking for. You have to do the work to get the grade but it's not difficult - just have to put time into it\",\"course_id\":\"ASIANAM/JOURN 662\",\"date\":\"2014-01-14 15:33:31 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bbd7d35e3463580a3016833a\",\"instructor_id\":\"rmp:1441991\",\"instructor_name\":\"Hemant Shah\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTIyNzUxMDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441991\"}],\"evidence_count\":1,\"review_ids\":[\"bbd7d35e3463580a3016833a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1441991\",\"name\":\"Hemant Shah\"}],\"review_year_end\":\"2014\",\"review_year_start\":\"2014\"},\"sentiment\":\"positive\",\"summary\":\"The workload is described as not difficult, requiring time and effort but manageable, with students willing to pay attention even in late-day classes.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_2082ed877b8aec90083f8d3f","course_id":"ASIANAM/JOURN 662","catalog_version_id":"fa53d49b1883649ab2b8267c81f6b8b74b51f09827c5793d0741b47928d6fa66","record_version_id":"f99979bf5bcea9fb4ea13ef7874e4821001425b7b2bfde280b541994599a2d82","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"cfdf7f0505c08ae0afa3bdccf1078ad3f2eff230a5ca0586f962e52b7349901e","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"53f7849751386325e6aa6efb250c9c9ea1c3c1b09131a97b44e9022abd8d0eaa\",\"course_id\":\"ASIANAM/JOURN 662\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Hemant Shah\",\"review_date\":\"2014-01-14 15:33:31 +0000 UTC\",\"review_id\":\"bbd7d35e3463580a3016833a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1441991\",\"source_review_id\":\"UmF0aW5nLTIyNzUxMDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441991\",\"type\":\"review\"}],\"text\":\"Historical reviews of Hemant Shah: Professor Shah requires consistent time and effort to achieve grades, but the workload is not considered difficult if students put in the necessary work.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Hemant Shah\",\"review_date\":\"2013-12-08 21:04:01 +0000 UTC\",\"review_id\":\"239eedf2e7e07b25a4ac00b6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1441991\",\"source_review_id\":\"UmF0aW5nLTIyNDcxNDk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441991\",\"type\":\"review\"},{\"instructor_name\":\"Hemant Shah\",\"review_date\":\"2014-01-14 15:33:31 +0000 UTC\",\"review_id\":\"bbd7d35e3463580a3016833a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1441991\",\"source_review_id\":\"UmF0aW5nLTIyNzUxMDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441991\",\"type\":\"review\"}],\"text\":\"Historical reviews for Hemant Shah describe him as a transparent and engaging lecturer who uses media to highlight media mistreatment of minorities. Reviewers found his class fun and encouraging, noting that while work is required, the difficulty is low for those who put in the time.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Hemant Shah\",\"review_date\":\"2013-12-08 21:04:01 +0000 UTC\",\"review_id\":\"239eedf2e7e07b25a4ac00b6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1441991\",\"source_review_id\":\"UmF0aW5nLTIyNDcxNDk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441991\",\"type\":\"review\"},{\"instructor_name\":\"Hemant Shah\",\"review_date\":\"2014-01-14 15:33:31 +0000 UTC\",\"review_id\":\"bbd7d35e3463580a3016833a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1441991\",\"source_review_id\":\"UmF0aW5nLTIyNzUxMDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441991\",\"type\":\"review\"}],\"text\":\"Historical reviews for Professor Hemant Shah describe a transparent, engaging lecturer who uses media clips to foster discussion and opens students' eyes to media bias against minorities.\"},{\"citations\":[{\"course_id\":\"ASIANAM/JOURN 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ASIANAM/JOURN 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ASIANAM/JOURN 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2013: 3.19 GPA, 66.7% A/AB (n=21 letter grades); Spring 2014: 3.33 GPA, 83.3% A/AB (n=18 letter grades); Spring 2022: 3.46 GPA, 79.2% A/AB (n=24 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Hemant Shah\",\"review_date\":\"2013-12-08 21:04:01 +0000 UTC\",\"review_id\":\"239eedf2e7e07b25a4ac00b6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1441991\",\"source_review_id\":\"UmF0aW5nLTIyNDcxNDk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441991\",\"type\":\"review\"},{\"instructor_name\":\"Hemant Shah\",\"review_date\":\"2014-01-14 15:33:31 +0000 UTC\",\"review_id\":\"bbd7d35e3463580a3016833a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1441991\",\"source_review_id\":\"UmF0aW5nLTIyNzUxMDE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1441991\",\"type\":\"review\"}],\"text\":\"Historical reviews of Hemant Shah: Students found the class engaging and fun, with one noting they wanted to pay attention even in late-day sessions, calling it one of their favorite courses.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ASIANAM/JOURN 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"source_record\":{\"entity_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ASIANAM/JOURN 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"source_record\":{\"entity_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ASIANAM/JOURN 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"source_record\":{\"entity_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ASIANAM/JOURN 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"source_record\":{\"entity_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"ASIANAM/JOURN 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"source_record\":{\"entity_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ASIANAM/JOURN 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"source_record\":{\"entity_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ASIANAM/JOURN 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"source_record\":{\"entity_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ASIANAM/JOURN 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"source_record\":{\"entity_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"ASIANAM/JOURN 662\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"source_record\":{\"entity_id\":\"26abddb6-4558-3812-8ff2-4ec18d561ee8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"HEMANT SHAH is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Spring 2010, Fall 2010, Spring 2013, Spring 2014, 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":false}]