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He is super engaging and is very approachable and available. If you do readings and his study guides, you will definitely succeed. Group project can definitely help boost your grade if you try hard. He is super knowledgable.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2019-12-25 04:39:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"49d7933d8d9f6ce527fe3ae9\",\"instructor_id\":\"rmp:1863219\",\"instructor_name\":\"Edward Hubbard\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMyNzU2NDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\"},{\"comment\":\"Ed psych 326 was an interesting course especially if you are going into research. You are graded on lots of little assignments which is really nice because the pressure is low. The group project is long process but theres lots of guided steps to help you through! Low stress course. Highly recommend. 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A/AB (n=87 letter grades); Spring 2026: 3.58 GPA, 80.8% A/AB (n=78 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"ELIZABETH TOOMARIAN is recorded teaching in Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ROY LUO is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. 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He is super engaging and is very approachable and available. If you do readings and his study guides, you will definitely succeed. Group project can definitely help boost your grade if you try hard. He is super knowledgable.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2019-12-25 04:39:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"49d7933d8d9f6ce527fe3ae9\",\"instructor_id\":\"rmp:1863219\",\"instructor_name\":\"Edward Hubbard\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMyNzU2NDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\"},{\"comment\":\"Ed psych 326 was an interesting course especially if you are going into research. You are graded on lots of little assignments which is really nice because the pressure is low. The group project is long process but theres lots of guided steps to help you through! Low stress course. Highly recommend. Very interesting.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2020-12-06 00:40:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b4ec2c80bd1d584c5086fb77\",\"instructor_id\":\"rmp:1863219\",\"instructor_name\":\"Edward Hubbard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzOTYxNDQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\"},{\"comment\":\"Dr. Short is super sweet but she isn't a great professor. She makes things very confusing and her slides are like 70% just pictures. I went to most lectures and tried to do notes with the slides but she went kind of quick and she talks to much it's hard to get what's even important. The info to some things is very unclear and makes studying not fun\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2019-06-17 01:11:25 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f5b5bcc088be77ae6e28fda0\",\"instructor_id\":\"rmp:2495134\",\"instructor_name\":\"Sarah Short\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyMDMyNTUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2495134\"},{\"comment\":\"Dr. Short is an extremely good professor. This is a really tough class that combines several fields so it can be really difficult to navigate and the readings can be tough. However Dr. Short explains everything as clearly as she can and has her lecture slides online and will take the time to answer questions. The only bad was a 35% group project\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2019-05-20 03:05:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fdef2518a5638c04be03a762\",\"instructor_id\":\"rmp:2495134\",\"instructor_name\":\"Sarah Short\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxOTE1MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2495134\"}],\"evidence_count\":4,\"review_ids\":[\"49d7933d8d9f6ce527fe3ae9\",\"b4ec2c80bd1d584c5086fb77\",\"f5b5bcc088be77ae6e28fda0\",\"fdef2518a5638c04be03a762\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1863219\",\"name\":\"Edward Hubbard\"},{\"id\":\"rmp:2495134\",\"name\":\"Sarah Short\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews for Professor Hubbard are overwhelmingly positive regarding clarity and organization, while Professor Short receives mixed to negative feedback for being confusing or vague.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Materials covered in this course are pretty straight forward and not too difficult to understand. Lots of readings assigned, most of which can be skimmed for the main idea. The professor uses TopHat so attendance is graded. There is also a pretty time consuming group project, but is is graded fairly. Exams are pretty easy and fair.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2017-05-12 08:26:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c963cf027c20c600fcd999f2\",\"instructor_id\":\"rmp:2178356\",\"instructor_name\":\"Elizabeth Toomarian\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI4Mjk0MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2178356\"},{\"comment\":\"Ed psych 326 was an interesting course especially if you are going into research. You are graded on lots of little assignments which is really nice because the pressure is low. The group project is long process but theres lots of guided steps to help you through! Low stress course. Highly recommend. Very interesting.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2020-12-06 00:40:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b4ec2c80bd1d584c5086fb77\",\"instructor_id\":\"rmp:1863219\",\"instructor_name\":\"Edward Hubbard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzOTYxNDQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\"},{\"comment\":\"Dr. Short is an extremely good professor. This is a really tough class that combines several fields so it can be really difficult to navigate and the readings can be tough. However Dr. Short explains everything as clearly as she can and has her lecture slides online and will take the time to answer questions. The only bad was a 35% group project\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2019-05-20 03:05:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fdef2518a5638c04be03a762\",\"instructor_id\":\"rmp:2495134\",\"instructor_name\":\"Sarah Short\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxOTE1MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2495134\"}],\"evidence_count\":3,\"review_ids\":[\"c963cf027c20c600fcd999f2\",\"b4ec2c80bd1d584c5086fb77\",\"fdef2518a5638c04be03a762\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1863219\",\"name\":\"Edward Hubbard\"},{\"id\":\"rmp:2178356\",\"name\":\"Elizabeth Toomarian\"},{\"id\":\"rmp:2495134\",\"name\":\"Sarah Short\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally described as manageable with low pressure due to many small assignments, though some note a time-consuming group project.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Materials covered in this course are pretty straight forward and not too difficult to understand. Lots of readings assigned, most of which can be skimmed for the main idea. The professor uses TopHat so attendance is graded. There is also a pretty time consuming group project, but is is graded fairly. Exams are pretty easy and fair.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2017-05-12 08:26:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c963cf027c20c600fcd999f2\",\"instructor_id\":\"rmp:2178356\",\"instructor_name\":\"Elizabeth Toomarian\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI4Mjk0MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2178356\"},{\"comment\":\"Professor Hubbard was absolutely wonderful. He teaches with neuroscience, psychology, and educational evidence about how to improve learning and he uses these strategies really nicely in his class to help his students learn! Tests are very fair and group research paper is graded easily as long as you put in effort. I recommend taking this class!\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2022-05-19 10:05:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"59548923e58933a813d70716\",\"instructor_id\":\"rmp:1863219\",\"instructor_name\":\"Edward Hubbard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2Mzc0MTk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\"},{\"comment\":\"Dr Short is an awful professor, which sucks because the content she teaches is interesting and fun. But she makes it hell. Shes boring, cant stay on task, extremely vague grading criteria, and Im pretty sure she just made up my letter grade for the end of the semester, because idk what I got on the final paper. Attendance is mandatory. Difficult\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2019-05-17 14:46:38 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8f69c84b94704077ec366880\",\"instructor_id\":\"rmp:2495134\",\"instructor_name\":\"Sarah Short\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxOTAwMzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2495134\"},{\"comment\":\"Really good guy who is very easy to reach and talk to. Very enthusiastic about the subject and happy to help if you have any questions. Fair tests where he gives a full study guide which can be long, but still very helpful. Great dude overall and made me love the subject that I was initially worried about. 3 exams and one group paper. All fair.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2024-05-09 14:43:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e5b049d70093bc36a33dcdd3\",\"instructor_id\":\"rmp:1863219\",\"instructor_name\":\"Edward Hubbard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NDE4Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\"}],\"evidence_count\":4,\"review_ids\":[\"c963cf027c20c600fcd999f2\",\"59548923e58933a813d70716\",\"8f69c84b94704077ec366880\",\"e5b049d70093bc36a33dcdd3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1863219\",\"name\":\"Edward Hubbard\"},{\"id\":\"rmp:2178356\",\"name\":\"Elizabeth Toomarian\"},{\"id\":\"rmp:2495134\",\"name\":\"Sarah Short\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"summary\":\"Exams are frequently described as fair and easy, often with study guides provided. Grading is generally seen as fair, though one student reported vague criteria with Professor Short.\"}]}","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_f44d84e283dbc932f1121826","course_id":"EDPSYCH 326","catalog_version_id":"cc8393b9649b670bec8c3c72b0c27e321ffed4d0814a69bc02e8a81ba118dc37","record_version_id":"72c8522f0700311b83649305d3f5d437f02cb4005c46c663c23767a2a59c4d68","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"d47a973b85e643f116c53cab986207d757ad04638d4906e14bcbaeb604034033","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"d715c7c91c1845cd9c72e93b14b446f0d0ed29a0cb3191b0564a18e59cc0bcd4\",\"course_id\":\"EDPSYCH 326\",\"current_instructors\":[{\"instructor_uid\":\"instructor_94dd63be8ca6babf37674c95\",\"message\":null,\"name\":\"Edward Hubbard\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:1863219\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2019-12-25 04:39:18 +0000 UTC\",\"review_id\":\"49d7933d8d9f6ce527fe3ae9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTMyNzU2NDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2020-12-06 00:40:07 +0000 UTC\",\"review_id\":\"b4ec2c80bd1d584c5086fb77\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTMzOTYxNDQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2020-12-16 21:59:45 +0000 UTC\",\"review_id\":\"12dc3fab474839cc69417e57\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTM0MTA3MTIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2022-05-19 10:05:39 +0000 UTC\",\"review_id\":\"59548923e58933a813d70716\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTM2Mzc0MTk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2024-05-02 18:46:56 +0000 UTC\",\"review_id\":\"f7c2bb267dd04cb213d203d4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTM5MzQzMTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2024-05-09 14:43:03 +0000 UTC\",\"review_id\":\"e5b049d70093bc36a33dcdd3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTM5NDE4Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2024-12-23 03:59:20 +0000 UTC\",\"review_id\":\"04e41d357e62ef11477eafde\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTQwNDIwMzg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2025-11-27 18:26:21 +0000 UTC\",\"review_id\":\"4a197d70b10b7c896c1e90bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTQxOTYxMzU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2026-01-14 20:34:48 +0000 UTC\",\"review_id\":\"a32d46737e80dbb55a836cb9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTQyNDk4MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2026-04-29 16:51:26 +0000 UTC\",\"review_id\":\"83657e6df004ec704bec99cd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTQyOTY5Mzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"}],\"text\":\"Edward Hubbard is praised for being engaging, approachable, and enthusiastic, with students noting his clear explanations and care for well-being. Reviewers highlight his use of evidence-based teaching strategies and fair exams supported by study guides. Conversely, some reviewers describe him as unorganized and an extremely slow grader, while others criticize his lecture pacing and focus on irrelevant material.\"},{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.57 GPA, 75.5% A/AB (n=53 letter grades); Fall 2025: 3.57 GPA, 79.3% A/AB (n=87 letter grades); Spring 2026: 3.58 GPA, 80.8% A/AB (n=78 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_1eebb83bc89f37a484bf1a5d\",\"message\":\"No course-specific reviews available\",\"name\":\"Roy Luo\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.57 GPA, 75.5% A/AB (n=53 letter grades); Fall 2025: 3.57 GPA, 79.3% A/AB (n=87 letter grades); Spring 2026: 3.58 GPA, 80.8% A/AB (n=78 letter grades). Includes jointly taught sections.\"}]},{\"instructor_uid\":\"instructor_e7039980b4cf9b0ee0e328d4\",\"message\":\"No course-specific reviews available\",\"name\":\"Silvia Liu\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2020-12-06 00:40:07 +0000 UTC\",\"review_id\":\"b4ec2c80bd1d584c5086fb77\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTMzOTYxNDQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2020-12-16 21:59:45 +0000 UTC\",\"review_id\":\"12dc3fab474839cc69417e57\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTM0MTA3MTIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2024-05-09 14:43:03 +0000 UTC\",\"review_id\":\"e5b049d70093bc36a33dcdd3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTM5NDE4Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2026-01-14 20:34:48 +0000 UTC\",\"review_id\":\"a32d46737e80dbb55a836cb9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTQyNDk4MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2026-04-29 16:51:26 +0000 UTC\",\"review_id\":\"83657e6df004ec704bec99cd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTQyOTY5Mzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"}],\"text\":\"The course features a group project, three exams, and smaller assignments like quizzes and discussion posts. Workload is described as low-stress with fair tests, though exams require studying for those without a neuroscience background.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Elizabeth Toomarian\",\"review_date\":\"2017-05-12 08:26:00 +0000 UTC\",\"review_id\":\"c963cf027c20c600fcd999f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2178356\",\"source_review_id\":\"UmF0aW5nLTI4Mjk0MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2178356\",\"type\":\"review\"}],\"text\":\"Historical reviews of Elizabeth Toomarian: Elizabeth Toomarian taught materials that were straightforward and easy to understand, with exams described as easy and fair. Her course required significant reading, though most could be skimmed, and included a time-consuming group project graded fairly. Attendance was tracked via TopHat.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2019-12-25 04:39:18 +0000 UTC\",\"review_id\":\"49d7933d8d9f6ce527fe3ae9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTMyNzU2NDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2020-12-06 00:40:07 +0000 UTC\",\"review_id\":\"b4ec2c80bd1d584c5086fb77\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTMzOTYxNDQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2022-05-19 10:05:39 +0000 UTC\",\"review_id\":\"59548923e58933a813d70716\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTM2Mzc0MTk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2024-05-02 18:46:56 +0000 UTC\",\"review_id\":\"f7c2bb267dd04cb213d203d4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTM5MzQzMTIy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2024-05-09 14:43:03 +0000 UTC\",\"review_id\":\"e5b049d70093bc36a33dcdd3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTM5NDE4Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2025-11-27 18:26:21 +0000 UTC\",\"review_id\":\"4a197d70b10b7c896c1e90bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTQxOTYxMzU3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2026-01-14 20:34:48 +0000 UTC\",\"review_id\":\"a32d46737e80dbb55a836cb9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTQyNDk4MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"}],\"text\":\"Edward Hubbard is described as engaging, approachable, and enthusiastic, with students finding the course interesting. Reviewers note his clear explanations and supportive nature.\"},{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.57 GPA, 75.5% A/AB (n=53 letter grades); Fall 2025: 3.57 GPA, 79.3% A/AB (n=87 letter grades); Spring 2026: 3.58 GPA, 80.8% A/AB (n=78 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2019-12-25 04:39:18 +0000 UTC\",\"review_id\":\"49d7933d8d9f6ce527fe3ae9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTMyNzU2NDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2022-05-19 10:05:39 +0000 UTC\",\"review_id\":\"59548923e58933a813d70716\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTM2Mzc0MTk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2024-12-23 03:59:20 +0000 UTC\",\"review_id\":\"04e41d357e62ef11477eafde\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTQwNDIwMzg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2026-01-14 20:34:48 +0000 UTC\",\"review_id\":\"a32d46737e80dbb55a836cb9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTQyNDk4MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"},{\"instructor_name\":\"Edward Hubbard\",\"review_date\":\"2026-04-29 16:51:26 +0000 UTC\",\"review_id\":\"83657e6df004ec704bec99cd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1863219\",\"source_review_id\":\"UmF0aW5nLTQyOTY5Mzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\",\"type\":\"review\"}],\"text\":\"Students appreciate the structured course and Hubbard's use of current research. One reviewer cites extremely slow grading, while another finds lectures disorganized or rushed.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 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326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"ELIZABETH TOOMARIAN is recorded teaching in Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ROY LUO is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"SARAH SHORT is recorded teaching in Spring 2019, Spring 2020. 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differences.\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 326\",\"field\":\"description\",\"quote\":\"Educationally relevant domains including language acquisition and bilingualism, the brain basis of reading and mathematics and executive functions like memory, attention and emotion\"}],\"text\":\"Exploring language acquisition, bilingualism, reading, mathematics, and executive functions.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH 326\",\"field\":\"title\",\"quote\":\"MIND, BRAIN AND EDUCATION\"},{\"course_id\":\"EDPSYCH 326\",\"field\":\"description\",\"quote\":\"Provides an overview of methods and findings at the interface between education and neuroscience\"}],\"text\":\"EDPSYCH 326 MIND, BRAIN AND EDUCATION provides an overview of methods and findings at the interface between education and neuroscience.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH 326\",\"field\":\"description\",\"quote\":\"brain development from birth to adolescence\"}],\"text\":\"Brain development from birth to adolescence.\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 326\",\"field\":\"description\",\"quote\":\"brain changes in response to learning\"}],\"text\":\"Brain changes in response to learning.\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 326\",\"field\":\"description\",\"quote\":\"individual differences in brains relate to individual differences in learning\"}],\"text\":\"Individual differences in brains and learning.\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 326\",\"field\":\"description\",\"quote\":\"language acquisition and bilingualism\"}],\"text\":\"Language acquisition and bilingualism.\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 326\",\"field\":\"description\",\"quote\":\"the brain basis of reading and mathematics\"}],\"text\":\"The brain basis of reading and mathematics.\"},{\"evidence\":[{\"course_id\":\"EDPSYCH 326\",\"field\":\"description\",\"quote\":\"executive functions like memory, attention and emotion\"}],\"text\":\"Executive functions like memory, attention and emotion.\"}]}","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_f44d84e283dbc932f1121826","course_id":"EDPSYCH 326","catalog_version_id":"cc8393b9649b670bec8c3c72b0c27e321ffed4d0814a69bc02e8a81ba118dc37","record_version_id":"72c8522f0700311b83649305d3f5d437f02cb4005c46c663c23767a2a59c4d68","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"be2b3c94872eb5b47e11f58d5f1cb5f30df8c2c6fe6cbf39838e010b220c77de","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Ed is such a good prof and so nice! He is super engaging and is very approachable and available. If you do readings and his study guides, you will definitely succeed. Group project can definitely help boost your grade if you try hard. He is super knowledgable.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2019-12-25 04:39:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"49d7933d8d9f6ce527fe3ae9\",\"instructor_id\":\"rmp:1863219\",\"instructor_name\":\"Edward Hubbard\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMyNzU2NDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\"},{\"comment\":\"Ed psych 326 was an interesting course especially if you are going into research. You are graded on lots of little assignments which is really nice because the pressure is low. The group project is long process but theres lots of guided steps to help you through! Low stress course. Highly recommend. Very interesting.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2020-12-06 00:40:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b4ec2c80bd1d584c5086fb77\",\"instructor_id\":\"rmp:1863219\",\"instructor_name\":\"Edward Hubbard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzOTYxNDQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\"},{\"comment\":\"Dr. Short is super sweet but she isn't a great professor. She makes things very confusing and her slides are like 70% just pictures. I went to most lectures and tried to do notes with the slides but she went kind of quick and she talks to much it's hard to get what's even important. The info to some things is very unclear and makes studying not fun\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2019-06-17 01:11:25 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f5b5bcc088be77ae6e28fda0\",\"instructor_id\":\"rmp:2495134\",\"instructor_name\":\"Sarah Short\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMyMDMyNTUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2495134\"},{\"comment\":\"Dr. Short is an extremely good professor. This is a really tough class that combines several fields so it can be really difficult to navigate and the readings can be tough. However Dr. Short explains everything as clearly as she can and has her lecture slides online and will take the time to answer questions. The only bad was a 35% group project\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2019-05-20 03:05:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fdef2518a5638c04be03a762\",\"instructor_id\":\"rmp:2495134\",\"instructor_name\":\"Sarah Short\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxOTE1MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2495134\"}],\"evidence_count\":4,\"review_ids\":[\"49d7933d8d9f6ce527fe3ae9\",\"b4ec2c80bd1d584c5086fb77\",\"f5b5bcc088be77ae6e28fda0\",\"fdef2518a5638c04be03a762\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1863219\",\"name\":\"Edward Hubbard\"},{\"id\":\"rmp:2495134\",\"name\":\"Sarah Short\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2019\"},\"sentiment\":\"mixed\",\"summary\":\"Reviews for Professor Hubbard are overwhelmingly positive regarding clarity and organization, while Professor Short receives mixed to negative feedback for being confusing or vague.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Materials covered in this course are pretty straight forward and not too difficult to understand. Lots of readings assigned, most of which can be skimmed for the main idea. The professor uses TopHat so attendance is graded. There is also a pretty time consuming group project, but is is graded fairly. Exams are pretty easy and fair.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2017-05-12 08:26:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c963cf027c20c600fcd999f2\",\"instructor_id\":\"rmp:2178356\",\"instructor_name\":\"Elizabeth Toomarian\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI4Mjk0MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2178356\"},{\"comment\":\"Ed psych 326 was an interesting course especially if you are going into research. You are graded on lots of little assignments which is really nice because the pressure is low. The group project is long process but theres lots of guided steps to help you through! Low stress course. Highly recommend. Very interesting.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2020-12-06 00:40:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b4ec2c80bd1d584c5086fb77\",\"instructor_id\":\"rmp:1863219\",\"instructor_name\":\"Edward Hubbard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzOTYxNDQw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\"},{\"comment\":\"Dr. Short is an extremely good professor. This is a really tough class that combines several fields so it can be really difficult to navigate and the readings can be tough. However Dr. Short explains everything as clearly as she can and has her lecture slides online and will take the time to answer questions. The only bad was a 35% group project\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2019-05-20 03:05:28 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fdef2518a5638c04be03a762\",\"instructor_id\":\"rmp:2495134\",\"instructor_name\":\"Sarah Short\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxOTE1MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2495134\"}],\"evidence_count\":3,\"review_ids\":[\"c963cf027c20c600fcd999f2\",\"b4ec2c80bd1d584c5086fb77\",\"fdef2518a5638c04be03a762\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1863219\",\"name\":\"Edward Hubbard\"},{\"id\":\"rmp:2178356\",\"name\":\"Elizabeth Toomarian\"},{\"id\":\"rmp:2495134\",\"name\":\"Sarah Short\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally described as manageable with low pressure due to many small assignments, though some note a time-consuming group project.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Materials covered in this course are pretty straight forward and not too difficult to understand. Lots of readings assigned, most of which can be skimmed for the main idea. The professor uses TopHat so attendance is graded. There is also a pretty time consuming group project, but is is graded fairly. Exams are pretty easy and fair.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2017-05-12 08:26:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"c963cf027c20c600fcd999f2\",\"instructor_id\":\"rmp:2178356\",\"instructor_name\":\"Elizabeth Toomarian\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI4Mjk0MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2178356\"},{\"comment\":\"Professor Hubbard was absolutely wonderful. He teaches with neuroscience, psychology, and educational evidence about how to improve learning and he uses these strategies really nicely in his class to help his students learn! Tests are very fair and group research paper is graded easily as long as you put in effort. I recommend taking this class!\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2022-05-19 10:05:39 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"59548923e58933a813d70716\",\"instructor_id\":\"rmp:1863219\",\"instructor_name\":\"Edward Hubbard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2Mzc0MTk5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\"},{\"comment\":\"Dr Short is an awful professor, which sucks because the content she teaches is interesting and fun. But she makes it hell. Shes boring, cant stay on task, extremely vague grading criteria, and Im pretty sure she just made up my letter grade for the end of the semester, because idk what I got on the final paper. Attendance is mandatory. Difficult\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2019-05-17 14:46:38 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"8f69c84b94704077ec366880\",\"instructor_id\":\"rmp:2495134\",\"instructor_name\":\"Sarah Short\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxOTAwMzU0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2495134\"},{\"comment\":\"Really good guy who is very easy to reach and talk to. Very enthusiastic about the subject and happy to help if you have any questions. Fair tests where he gives a full study guide which can be long, but still very helpful. Great dude overall and made me love the subject that I was initially worried about. 3 exams and one group paper. All fair.\",\"course_id\":\"EDPSYCH 326\",\"date\":\"2024-05-09 14:43:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e5b049d70093bc36a33dcdd3\",\"instructor_id\":\"rmp:1863219\",\"instructor_name\":\"Edward Hubbard\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NDE4Mjky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1863219\"}],\"evidence_count\":4,\"review_ids\":[\"c963cf027c20c600fcd999f2\",\"59548923e58933a813d70716\",\"8f69c84b94704077ec366880\",\"e5b049d70093bc36a33dcdd3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1863219\",\"name\":\"Edward Hubbard\"},{\"id\":\"rmp:2178356\",\"name\":\"Elizabeth Toomarian\"},{\"id\":\"rmp:2495134\",\"name\":\"Sarah Short\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2017\"},\"sentiment\":\"positive\",\"summary\":\"Exams are frequently described as fair and easy, often with study guides provided. Grading is generally seen as fair, though one student reported vague criteria with Professor Short.\"}]}","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_f44d84e283dbc932f1121826","course_id":"EDPSYCH 326","catalog_version_id":"cc8393b9649b670bec8c3c72b0c27e321ffed4d0814a69bc02e8a81ba118dc37","record_version_id":"72c8522f0700311b83649305d3f5d437f02cb4005c46c663c23767a2a59c4d68","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"be2b3c94872eb5b47e11f58d5f1cb5f30df8c2c6fe6cbf39838e010b220c77de","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"d715c7c91c1845cd9c72e93b14b446f0d0ed29a0cb3191b0564a18e59cc0bcd4\",\"course_id\":\"EDPSYCH 326\",\"current_instructors\":[{\"instructor_uid\":\"instructor_94dd63be8ca6babf37674c95\",\"message\":\"Summary generation failed\",\"name\":\"Edward Hubbard\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:1863219\",\"summary\":[{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.57 GPA, 75.5% A/AB (n=53 letter grades); Fall 2025: 3.57 GPA, 79.3% A/AB (n=87 letter grades); Spring 2026: 3.58 GPA, 80.8% A/AB (n=78 letter grades). 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Her course required significant reading, though most could be skimmed, and included a time-consuming group project graded fairly. Attendance was tracked via TopHat.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 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326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"EDWARD HUBBARD is recorded teaching in Fall 2013, Spring 2014, Fall 2014, Fall 2015, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Spring 2022, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"}],\"text\":\"ELIZABETH TOOMARIAN is recorded teaching in Fall 2016, Spring 2017. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"ROY LUO is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH 326\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"source_record\":{\"entity_id\":\"0bcfdf47-e9d7-38fb-8b02-117010015b75\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"SARAH SHORT is recorded teaching in Spring 2019, 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":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_94dd63be8ca6babf37674c95\", \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]