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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\": \"professor\", \"instructor_uid\": \"instructor_c975a3ee133686296307b81e\", \"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_ecb5c8013d95412de5fbc16b","course_id":"CNSRSCI 567","catalog_version_id":"61cc407d667cc14ca8a2afe0fa9b80245a0c2e7818491f4707132793308d28a6","record_version_id":"c1f19c145386dc41e95acbc4951e93c77a6276ffa7f6257d11e380e31d3e1915","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"7f546c3fc78adff1d90894aa6217c0092239a0c5707ccb8eaf0df57ccadaaa1e","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":257,\"minimum_grade\":null,\"subjects\":[\"CNSRSCI\"],\"timing\":\"prior\"},\"evidence\":\"CNSR SCI 257\",\"id\":\"n0\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","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_ecb5c8013d95412de5fbc16b","course_id":"CNSRSCI 567","catalog_version_id":"61cc407d667cc14ca8a2afe0fa9b80245a0c2e7818491f4707132793308d28a6","record_version_id":"c1f19c145386dc41e95acbc4951e93c77a6276ffa7f6257d11e380e31d3e1915","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"7f546c3fc78adff1d90894aa6217c0092239a0c5707ccb8eaf0df57ccadaaa1e","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CNSRSCI 257\",\"field\":\"description\",\"quote\":\"Foundational knowledge of the retail industry including the retail process, the evolution of the industry, key drivers and trends and concepts to support retail study.\"}],\"text\":\"Foundational knowledge of the retail industry, including the retail process, industry evolution, key drivers, trends, and supporting concepts.\"}],\"search_phrases\":[\"retail product development\",\"merchandise planning strategies\",\"fashion retailing trends\",\"assortment planning sourcing\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CNSRSCI 567\",\"field\":\"description\",\"quote\":\"Merchandise product development planning through market trend analysis, assortment planning sourcing production.\"}],\"text\":\"Merchandise product development planning, market trend analysis, assortment planning, sourcing, and production management.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CNSRSCI 567\",\"field\":\"title\",\"quote\":\"PRODUCT DEVELOPMENT STRATEGIES IN RETAILING\"},{\"course_id\":\"CNSRSCI 567\",\"field\":\"description\",\"quote\":\"Merchandise product development planning through market trend analysis, assortment planning sourcing production.\"}],\"text\":\"CNSRSCI 567 teaches product development strategies in retailing, focusing on merchandise planning, trend analysis, and sourcing.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CNSRSCI 567\",\"field\":\"description\",\"quote\":\"market trend analysis\"}],\"text\":\"Market trend analysis\"},{\"evidence\":[{\"course_id\":\"CNSRSCI 567\",\"field\":\"description\",\"quote\":\"assortment planning\"}],\"text\":\"Assortment planning\"},{\"evidence\":[{\"course_id\":\"CNSRSCI 567\",\"field\":\"description\",\"quote\":\"sourcing production\"}],\"text\":\"Sourcing and production\"}]}","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_ecb5c8013d95412de5fbc16b","course_id":"CNSRSCI 567","catalog_version_id":"61cc407d667cc14ca8a2afe0fa9b80245a0c2e7818491f4707132793308d28a6","record_version_id":"c1f19c145386dc41e95acbc4951e93c77a6276ffa7f6257d11e380e31d3e1915","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"7f546c3fc78adff1d90894aa6217c0092239a0c5707ccb8eaf0df57ccadaaa1e","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Ron is a cool guy, his lectures are kind of boring as they are mainly reading off the slides, but he is a master in his field of knowledge and it really shows. 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The first half project is confusing at first but he answered my questions to clarify. \",\"course_id\":\"CNSRSCI 567\",\"date\":\"2022-12-13 18:57:53 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"71da835d4666891975cadb28\",\"instructor_id\":\"rmp:2756139\",\"instructor_name\":\"Ron Katanick\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3MDk4NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2756139\"}],\"evidence_count\":1,\"review_ids\":[\"71da835d4666891975cadb28\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2756139\",\"name\":\"Ron Katanick\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"Lectures can be boring as they mainly involve reading from slides, but the course guide and expectations are clear and helpful.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Ron is a cool guy, his lectures are kind of boring as they are mainly reading off the slides, but he is a master in his field of knowledge and it really shows. 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The first half project is confusing at first but he answered my questions to clarify. \",\"course_id\":\"CNSRSCI 567\",\"date\":\"2022-12-13 18:57:53 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"71da835d4666891975cadb28\",\"instructor_id\":\"rmp:2756139\",\"instructor_name\":\"Ron Katanick\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3MDk4NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2756139\"}],\"evidence_count\":1,\"review_ids\":[\"71da835d4666891975cadb28\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2756139\",\"name\":\"Ron Katanick\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"summary\":\"The instructor is a master in his field, and while lectures might be dry, he is helpful and clarifies confusing parts like the first half project.\"}]}","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_ecb5c8013d95412de5fbc16b","course_id":"CNSRSCI 567","catalog_version_id":"61cc407d667cc14ca8a2afe0fa9b80245a0c2e7818491f4707132793308d28a6","record_version_id":"c1f19c145386dc41e95acbc4951e93c77a6276ffa7f6257d11e380e31d3e1915","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"7f546c3fc78adff1d90894aa6217c0092239a0c5707ccb8eaf0df57ccadaaa1e","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"f49c6eda0e48e2b6fae09b0118768528abfa5283397bb55534e957a63d44198b\",\"course_id\":\"CNSRSCI 567\",\"current_instructors\":[{\"instructor_uid\":\"instructor_aaa05c601f514bea9f6b1ee7\",\"message\":\"No course-specific reviews available\",\"name\":\"Natalie McCann\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.77 GPA, 91.1% A/AB (n=56 letter grades); Spring 2025: 3.72 GPA, 92.0% A/AB (n=25 letter grades); Spring 2026: 3.58 GPA, 75.8% A/AB (n=33 letter grades). 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He provides clear expectations and course guides, and is responsive to student questions regarding confusing project components.\"},{\"citations\":[{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.82 GPA, 90.8% A/AB (n=65 letter grades); Fall 2025: 3.83 GPA, 94.9% A/AB (n=59 letter grades); Spring 2026: 3.34 GPA, 63.5% A/AB (n=63 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Ron Katanick\",\"review_date\":\"2022-12-13 18:57:53 +0000 UTC\",\"review_id\":\"71da835d4666891975cadb28\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2756139\",\"source_review_id\":\"UmF0aW5nLTM3MDk4NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2756139\",\"type\":\"review\"}],\"text\":\"The course guide is helpful for timely completion, but the first half project is initially confusing.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Ron Katanick\",\"review_date\":\"2022-12-13 18:57:53 +0000 UTC\",\"review_id\":\"71da835d4666891975cadb28\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2756139\",\"source_review_id\":\"UmF0aW5nLTM3MDk4NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2756139\",\"type\":\"review\"}],\"text\":\"Ron Katanick is a subject matter expert with clear expectations, though his lecture style is considered boring and slide-dependent.\"},{\"citations\":[{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.79 GPA, 91.1% A/AB (n=90 letter grades); Fall 2025: 3.53 GPA, 73.8% A/AB (n=103 letter grades); Spring 2026: 3.42 GPA, 67.7% A/AB (n=96 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Ron Katanick\",\"review_date\":\"2022-12-13 18:57:53 +0000 UTC\",\"review_id\":\"71da835d4666891975cadb28\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2756139\",\"source_review_id\":\"UmF0aW5nLTM3MDk4NDcy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2756139\",\"type\":\"review\"}],\"text\":\"One reviewer found the instructor's clarity and willingness to answer questions helpful, despite the dry lecture format.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"NATALIE MCCANN is recorded teaching in Fall 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 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567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":102,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CNSRSCI 567\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"source_record\":{\"entity_id\":\"8f5d479a-f7ef-3461-bbf8-974ec157d05d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"RON KATANICK is recorded teaching in Fall 2020, Fall 2021, 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.\"}],\"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}]