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He gave lots of worked examples.\",\"course_id\":\"ECE 377\",\"date\":\"2017-02-14 08:09:52 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"384b38bc2f9bbd6ce38b173a\",\"instructor_id\":\"rmp:2143189\",\"instructor_name\":\"Steven Fredette\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3ODI3NTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\"},{\"comment\":\"Very personable and helped my group whenever we were struggling with in class exercises or homework.  The workload was very manageable and the lectures, while long, were very helpful.  The final was pretty difficult in comparison to the quizzes we did all semester, but overall not terrible.\",\"course_id\":\"ECE 377\",\"date\":\"2022-05-13 15:19:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2df922f4aacfc6db6b2a77eb\",\"instructor_id\":\"rmp:2800067\",\"instructor_name\":\"Daniel Ludois\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MzMwODc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2800067\"}],\"evidence_count\":2,\"review_ids\":[\"384b38bc2f9bbd6ce38b173a\",\"2df922f4aacfc6db6b2a77eb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2143189\",\"name\":\"Steven Fredette\"},{\"id\":\"rmp:2800067\",\"name\":\"Daniel Ludois\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"summary\":\"Instructors are described as personable and helpful, providing clear lectures and worked examples.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Very personable and helped my group whenever we were struggling with in class exercises or homework.  The workload was very manageable and the lectures, while long, were very helpful.  The final was pretty difficult in comparison to the quizzes we did all semester, but overall not terrible.\",\"course_id\":\"ECE 377\",\"date\":\"2022-05-13 15:19:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2df922f4aacfc6db6b2a77eb\",\"instructor_id\":\"rmp:2800067\",\"instructor_name\":\"Daniel Ludois\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MzMwODc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2800067\"}],\"evidence_count\":1,\"review_ids\":[\"2df922f4aacfc6db6b2a77eb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2800067\",\"name\":\"Daniel Ludois\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2022\"},\"sentiment\":\"positive\",\"summary\":\"The workload is considered manageable by students.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Very personable and helped my group whenever we were struggling with in class exercises or homework.  The workload was very manageable and the lectures, while long, were very helpful.  The final was pretty difficult in comparison to the quizzes we did all semester, but overall not terrible.\",\"course_id\":\"ECE 377\",\"date\":\"2022-05-13 15:19:25 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2df922f4aacfc6db6b2a77eb\",\"instructor_id\":\"rmp:2800067\",\"instructor_name\":\"Daniel Ludois\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2MzMwODc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2800067\"}],\"evidence_count\":1,\"review_ids\":[\"2df922f4aacfc6db6b2a77eb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2800067\",\"name\":\"Daniel Ludois\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"While quizzes and homework are helpful, the final exam is noted to be significantly more difficult.\"}]}","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_2fbf046eb59ff8fb9ecaa348","course_id":"ECE 377","catalog_version_id":"36c61b4db831563fa17a47366dafd827d48d2f2bef9ac25c13054c9c5f659005","record_version_id":"203d84a02f35892639fa4f198303cb2058c5d6c20ee61075830efa85b18f7913","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"6d91d9e712d9a62b51a13eb1aaf13dc1746863f4f0815d3ba8ddcab3b485e89a","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"9de84ec7fd660c97ca03a3c6037c42cde9165d8665dc625f36dbd05b03fef403\",\"course_id\":\"ECE 377\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Daniel Ludois\",\"review_date\":\"2022-05-13 15:19:25 +0000 UTC\",\"review_id\":\"2df922f4aacfc6db6b2a77eb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2800067\",\"source_review_id\":\"UmF0aW5nLTM2MzMwODc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2800067\",\"type\":\"review\"}],\"text\":\"Historical reviews of Daniel Ludois: One reviewer described the workload as very manageable, while noting that lectures were long but helpful and the final exam was quite difficult.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2017-02-14 08:09:52 +0000 UTC\",\"review_id\":\"384b38bc2f9bbd6ce38b173a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTI3ODI3NTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"}],\"text\":\"Historical reviews of Steven Fredette: Steven Fredette used a flipped classroom format and provided numerous worked examples to support student learning.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2017-02-14 08:09:52 +0000 UTC\",\"review_id\":\"384b38bc2f9bbd6ce38b173a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTI3ODI3NTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Ludois\",\"review_date\":\"2022-05-13 15:19:25 +0000 UTC\",\"review_id\":\"2df922f4aacfc6db6b2a77eb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2800067\",\"source_review_id\":\"UmF0aW5nLTM2MzMwODc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2800067\",\"type\":\"review\"}],\"text\":\"Historical reviews for ECE 377 highlight helpful instruction and manageable workloads, though one reviewer noted a difficult final exam compared to regular quizzes.\"},{\"citations\":[{\"course_id\":\"ECE 377\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECE 377\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"ECE 377\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.25 GPA, 49.4% A/AB (n=77 letter grades); Spring 2024: 3.56 GPA, 75.0% A/AB (n=8 letter grades); Spring 2025: 3.29 GPA, 42.9% A/AB (n=7 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Steven Fredette\",\"review_date\":\"2017-02-14 08:09:52 +0000 UTC\",\"review_id\":\"384b38bc2f9bbd6ce38b173a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2143189\",\"source_review_id\":\"UmF0aW5nLTI3ODI3NTQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2143189\",\"type\":\"review\"},{\"instructor_name\":\"Daniel Ludois\",\"review_date\":\"2022-05-13 15:19:25 +0000 UTC\",\"review_id\":\"2df922f4aacfc6db6b2a77eb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2800067\",\"source_review_id\":\"UmF0aW5nLTM2MzMwODc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2800067\",\"type\":\"review\"}],\"text\":\"Historical reviews of Daniel Ludois, Steven Fredette: Students appreciated worked examples and a personable instructor who assisted with in-class exercises and homework struggles.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE 377\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"ECE 377\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"ECE 377\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"DANIEL COLIN LUDOIS is recorded teaching in Spring 2022, Spring 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ECE 377\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ECE 377\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ECE 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377\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECE 377\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"ECE 377\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECE 377\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"ECE 377\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"source_record\":{\"entity_id\":\"5c112376-6c53-3dee-a382-ac34b160f2d0\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"STEVEN FREDETTE is recorded teaching in Spring 2010, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Spring 2020. 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}]