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One student noted that following instructions closely prevented them from feeling lost.\"},{\"citations\":[{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-06 12:25:24 +0000 UTC\",\"review_id\":\"f5f9dc612ae6a86de8b290a1\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0NzIwOTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"A previous student criticized the course as poorly designed, claiming the materials were irrelevant to the project and that grading schemes were vague. They also reported that graders gave low marks.\"},{\"citations\":[{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.40 GPA, 70.8% A/AB (n=24 letter grades); 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Fall 2024: 3.63 GPA, 80.0% A/AB (n=15 letter grades); Fall 2025: 3.56 GPA, 77.8% A/AB (n=27 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2025-12-23 00:17:34 +0000 UTC\",\"review_id\":\"c8642111004eaa55a6119a06\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTQyMzc5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"A reviewer noted that the professor was very involved and that following instructions prevented them from feeling lost, despite the advanced content.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MARJORIE ROSENBERG is recorded teaching in Spring 2017, Fall 2017, Spring 2018, Spring 2020, Spring 2022, Spring 2023, Fall 2023, Fall 2024, Fall 2025. 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It felt like a course for graduate students, but if you do everything as instructed, you won't be lost\",\"course_id\":\"ACTSCI 655\",\"date\":\"2025-12-23 00:17:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c8642111004eaa55a6119a06\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzc5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"},{\"comment\":\"Very well rounded. \",\"course_id\":\"ACTSCI 655\",\"date\":\"2026-04-11 04:35:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5bc84c0418c1f525a661c312\",\"instructor_id\":\"rmp:2329429\",\"instructor_name\":\"Margie Rosenberg\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyODE1OTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\"}],\"evidence_count\":2,\"review_ids\":[\"c8642111004eaa55a6119a06\",\"5bc84c0418c1f525a661c312\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2329429\",\"name\":\"Margie Rosenberg\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"summary\":\"Despite some criticisms, the course is considered very well-rounded and prepares students for an office workspace, with high quality ratings from those who follow instructions.\"}]}","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_06b63a2bd77811b0eec7bbab","course_id":"ACTSCI 655","catalog_version_id":"2fdb171233aa165d5bd39c37f7850b3879c0f06f07f924336c13b9ea8798bf5c","record_version_id":"9e5c435b9d361f8fbc3c2a84a5da9302a587ffcc74c2e944d34705eb3e9bc520","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f5c3c24352c1b7b593107d842583a67ce7a4107251043f73d40c76b8433d336d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"cdcd1ec39104705210291c4730072d2f12e7a98d815c40e9a5d7775e853719f5\",\"course_id\":\"ACTSCI 655\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-06 12:25:24 +0000 UTC\",\"review_id\":\"f5f9dc612ae6a86de8b290a1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0NzIwOTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2025-12-23 00:17:34 +0000 UTC\",\"review_id\":\"c8642111004eaa55a6119a06\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTQyMzc5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Margie Rosenberg: The course is demanding with vague grading and analytics assignments, though following instructions helps students stay on track.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-06 12:25:24 +0000 UTC\",\"review_id\":\"f5f9dc612ae6a86de8b290a1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0NzIwOTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2025-12-23 00:17:34 +0000 UTC\",\"review_id\":\"c8642111004eaa55a6119a06\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTQyMzc5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2026-04-11 04:35:04 +0000 UTC\",\"review_id\":\"5bc84c0418c1f525a661c312\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTQyODE1OTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Margie Rosenberg: Margie Rosenberg receives polarized reviews. One student found the course poorly designed with vague grading and bad grades, while another praised her innovative, office-style lectures and high quality. A third review described the course as very well-rounded.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2025-12-23 00:17:34 +0000 UTC\",\"review_id\":\"c8642111004eaa55a6119a06\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTQyMzc5NTY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"},{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2026-04-11 04:35:04 +0000 UTC\",\"review_id\":\"5bc84c0418c1f525a661c312\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTQyODE1OTM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Margie Rosenberg: Margie Rosenberg offers a graduate-level, involved experience with innovative, office-style lectures and discussions that prepare students for professional workspaces.\"},{\"citations\":[{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.40 GPA, 70.8% A/AB (n=24 letter grades); Fall 2024: 3.63 GPA, 80.0% A/AB (n=15 letter grades); Fall 2025: 3.56 GPA, 77.8% A/AB (n=27 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Margie Rosenberg\",\"review_date\":\"2021-05-06 12:25:24 +0000 UTC\",\"review_id\":\"f5f9dc612ae6a86de8b290a1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2329429\",\"source_review_id\":\"UmF0aW5nLTM0NzIwOTU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2329429\",\"type\":\"review\"}],\"text\":\"Historical reviews of Margie Rosenberg: Some students find the discussion-based format poorly designed with materials irrelevant to projects, and report that graders give bad grades.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ACTSCI 655\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"source_record\":{\"entity_id\":\"4b992fd7-1642-364f-b956-892c02e5db4b\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MARJORIE ROSENBERG is recorded teaching in Spring 2017, Fall 2017, Spring 2018, Spring 2020, Spring 2022, Spring 2023, 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":false}]