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It's a course where most students can succeed and learn a lot.\",\"course_id\":\"LIS 875\",\"date\":\"2024-12-19 03:22:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"5d820bf9a651aafc06c0611e\",\"instructor_id\":\"rmp:2870191\",\"instructor_name\":\"Devash Saxena \",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzc1NjQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2870191\"}],\"evidence_count\":2,\"review_ids\":[\"19503e18f6104c09665c1a19\",\"5d820bf9a651aafc06c0611e\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2870191\",\"name\":\"Devash Saxena \"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"Student opinions are polarized, ranging from a strong recommendation against the course to a highly positive experience highlighting engagement and approachability.\"}]}","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_88b3b2e4ed1d48c986d83522","course_id":"LIS 875","catalog_version_id":"3d87fc18b415f8f4469aabdad0a5d39c861b767c34d6188afb5f38a1d05c4ff8","record_version_id":"30ae9c4c7b415842005d3cc20dc9732e32d9192d75c1e92c0d1026f18eb2533d","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"bea34f6ceaf2d96a6469c90faf7f93e75ae8c4fe81038903ed0095a4a3afa19d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"6bee23e7bcf06f2fd50fc99eb78c66a8cb6820ce13c542df9e22affd262c6df6\",\"course_id\":\"LIS 875\",\"current_instructors\":[{\"instructor_uid\":\"instructor_218ca55b8478fe60d20560a3\",\"message\":\"No course-specific reviews available\",\"name\":\"Rick Wash\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3128690\",\"summary\":[{\"citations\":[{\"course_id\":\"LIS 875\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"source_record\":{\"entity_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LIS 875\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"source_record\":{\"entity_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 875\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"source_record\":{\"entity_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.68 GPA, 88.0% A/AB (n=92 letter grades); Fall 2024: 3.69 GPA, 91.1% A/AB (n=45 letter grades); Fall 2025: 3.88 GPA, 90.0% A/AB (n=20 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Devash Saxena \",\"review_date\":\"2024-12-19 03:22:20 +0000 UTC\",\"review_id\":\"5d820bf9a651aafc06c0611e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2870191\",\"source_review_id\":\"UmF0aW5nLTQwMzc1NjQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2870191\",\"type\":\"review\"}],\"text\":\"Historical reviews of Devash Saxena : One reviewer found the material engaging and approachable, suggesting most students can succeed and learn a lot.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Devash Saxena \",\"review_date\":\"2022-12-23 22:50:20 +0000 UTC\",\"review_id\":\"19503e18f6104c09665c1a19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2870191\",\"source_review_id\":\"UmF0aW5nLTM3MjM1MzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2870191\",\"type\":\"review\"},{\"instructor_name\":\"Devash Saxena \",\"review_date\":\"2024-12-19 03:22:20 +0000 UTC\",\"review_id\":\"5d820bf9a651aafc06c0611e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2870191\",\"source_review_id\":\"UmF0aW5nLTQwMzc1NjQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2870191\",\"type\":\"review\"}],\"text\":\"Rick Wash is the current instructor for LIS 875. Historical reviews for Devash Saxena are contradictory, with one citing a bad accent and another praising his passion and engagement.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Devash Saxena \",\"review_date\":\"2022-12-23 22:50:20 +0000 UTC\",\"review_id\":\"19503e18f6104c09665c1a19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2870191\",\"source_review_id\":\"UmF0aW5nLTM3MjM1MzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2870191\",\"type\":\"review\"},{\"instructor_name\":\"Devash Saxena \",\"review_date\":\"2024-12-19 03:22:20 +0000 UTC\",\"review_id\":\"5d820bf9a651aafc06c0611e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2870191\",\"source_review_id\":\"UmF0aW5nLTQwMzc1NjQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2870191\",\"type\":\"review\"}],\"text\":\"Reviews for historical instructor Devash Saxena are polarized, ranging from complaints about his accent to praise for his passion and the course's approachability.\"},{\"citations\":[{\"course_id\":\"LIS 875\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 875\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"LIS 875\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.69 GPA, 91.1% A/AB (n=45 letter grades); Fall 2025: 3.88 GPA, 90.0% A/AB (n=20 letter grades); Spring 2026: 3.55 GPA, 81.8% A/AB (n=11 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Devash Saxena \",\"review_date\":\"2022-12-23 22:50:20 +0000 UTC\",\"review_id\":\"19503e18f6104c09665c1a19\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2870191\",\"source_review_id\":\"UmF0aW5nLTM3MjM1MzY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2870191\",\"type\":\"review\"},{\"instructor_name\":\"Devash Saxena \",\"review_date\":\"2024-12-19 03:22:20 +0000 UTC\",\"review_id\":\"5d820bf9a651aafc06c0611e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2870191\",\"source_review_id\":\"UmF0aW5nLTQwMzc1NjQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2870191\",\"type\":\"review\"}],\"text\":\"Historical reviews of Devash Saxena : Experiences with Saxena varied significantly, with one student advising against the class due to his accent while another found him caring and intelligent.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LIS 875\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"source_record\":{\"entity_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"LIS 875\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":4,\"source_course_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"source_record\":{\"entity_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"DEVANSH SAXENA is recorded teaching in Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LIS 875\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"source_record\":{\"entity_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LIS 875\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"source_record\":{\"entity_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 875\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"source_record\":{\"entity_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LIS 875\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"source_record\":{\"entity_id\":\"4264a08c-0df3-3c16-8302-5662df6be1d7\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"RICK WASH is recorded teaching in Fall 2023, Fall 2024, 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}]