[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"5b180ff5d68654e854bde5754bd78164a773d510bcbabd3198f54cae0a9fbd09","record_version_id":"b73b314d4a2b3075a2678e2a5f02ba2866aeccb61a0a32fe2e7dcc1c59de5d31","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"eee308d86589c633f83fcd8447ab5ab8e20353cae434aa8c4bceddb2523a2e47","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"r1\",\"r2\",\"r3\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH 405,460, or462\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":405,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 405\",\"id\":\"r1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":460,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"460\",\"id\":\"r2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":462,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"or462\",\"id\":\"r3\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"5b180ff5d68654e854bde5754bd78164a773d510bcbabd3198f54cae0a9fbd09","record_version_id":"b73b314d4a2b3075a2678e2a5f02ba2866aeccb61a0a32fe2e7dcc1c59de5d31","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"eee308d86589c633f83fcd8447ab5ab8e20353cae434aa8c4bceddb2523a2e47","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"requirements_text\",\"quote\":\"PSYCH 405,460, or462\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Completion of PSYCH 405, PSYCH 460, or PSYCH 462 is required.\"}],\"search_phrases\":[\"child psychopathology\",\"ADHD diagnosis trends\",\"adolescent antidepressants\",\"evidence-based treatments in mental health\",\"critical issues in child psychology\",\"cultural factors in mental disorders\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Refine critical thinking skills and question how conclusions are drawn from the data and to make connections between scientific studies and their applications to the real world.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Critical thinking and questioning conclusions drawn from data.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Apply research as a tool for affecting change for all people, and not just for selective populations. Explore the tension between science and clinical practice in the field and develop the foundations and skills for bridging this gap (as opposed to widening it by only focusing on one aspect).\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Applying research to affect change and bridging the gap between science and clinical practice.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Integrate an array of material from within the psychological sciences (clinical psychology, developmental psychology) as well as from disciplines outside of psychology, including in anthropology, sociology, public health, epidemiology, neuroscience, and genetics.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Integrating material from psychological sciences and interdisciplinary fields such as anthropology, sociology, public health, epidemiology, neuroscience, and genetics.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"title\",\"quote\":\"CRITICAL ISSUES IN CHILD PSYCHOPATHOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"},{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Provides in-depth coverage on the study of common mental disorders of childhood and adolescence. Uses a scientific lens to dive into some of the more controversial issues in the field, rather than focusing on basic definitions and classifications, instead.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"An in-depth course on common mental disorders of childhood and adolescence that uses a scientific lens to explore controversial issues like ADHD diagnosis trends and adolescent antidepressant safety.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"common mental disorders of childhood and adolescence\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Common mental disorders of childhood and adolescence.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"what factors have led to the rise in ADHD diagnosis in this country, and around the world?\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Factors leading to the rise in ADHD diagnosis globally.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Why aren't evidenced-based treatments more widely used in mental health settings?\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Barriers to widespread use of evidence-based treatments in mental health settings.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Are antidepressants safe for adolescents, and do they actually work?\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Safety and efficacy of antidepressants for adolescents.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify and explore how cultural factors affect our conceptualization of mental disorders, while learning about individual differences in mental disorders by exploring how they are influenced by the interplay between both biology and environments.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Cultural factors affecting conceptualization of mental disorders and the interplay between biology and environment.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"5b180ff5d68654e854bde5754bd78164a773d510bcbabd3198f54cae0a9fbd09","record_version_id":"b73b314d4a2b3075a2678e2a5f02ba2866aeccb61a0a32fe2e7dcc1c59de5d31","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"eee308d86589c633f83fcd8447ab5ab8e20353cae434aa8c4bceddb2523a2e47","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Wonderful lecturer. You can tell he's extremely passionate about what he lectures. His syllabus details the expectations of the class very clearly. He wants everyone to have a shot at doing well. Don't take this class for an easy A, I am barely scraping by with average grades on exams. So exams are pretty tough.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-11-14 16:03:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"86ed9e0932aaee52274f55b8\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMwNzI1ODkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"I loved this class with Professor Li! His lectures take textbook information and apply it to real life, questioning how things are and how they can be better. Exams are tough but lecture and discussions give you all the materials you need to do well (short answer is based on discussion activities). Not an easy A class but definitely worth taking.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-12-20 16:02:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ee4a69bcdd772bc42e61ad58\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Reading the reviews of Dr. Li I was a bit skeptical going into his class. However, despite being a bit fast, I found his lectures to be incredibly interesting. They introduced a lot of new topics but in a way that made them easy to understand and learn. I can see where people think tests are hard but Id you study appropriately youll be fine.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-18 08:28:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2a83fe6c14d794b1fbd5e70c\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Professor Li was one of my favorite psych teachers at UW Madison. The course requires effort, but as long as you do the readings and attend lecture it is manageable. He is very caring towards his students and is quick to respond to any questions. Learned a lot out of this class and was super interesting/engaging. Highly recommend!\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-23 22:21:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"89c29f14bac3a59a717b8441\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg4MDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":4,\"review_ids\":[\"86ed9e0932aaee52274f55b8\",\"ee4a69bcdd772bc42e61ad58\",\"2a83fe6c14d794b1fbd5e70c\",\"89c29f14bac3a59a717b8441\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2076006\",\"summary\":\"Cited reviews praise James Li for being passionate, clear, and engaging, noting his lectures apply textbook information to real life and make new topics easy to understand.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Wonderful lecturer. You can tell he's extremely passionate about what he lectures. His syllabus details the expectations of the class very clearly. He wants everyone to have a shot at doing well. Don't take this class for an easy A, I am barely scraping by with average grades on exams. So exams are pretty tough.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-11-14 16:03:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"86ed9e0932aaee52274f55b8\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMwNzI1ODkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"I loved this class with Professor Li! His lectures take textbook information and apply it to real life, questioning how things are and how they can be better. Exams are tough but lecture and discussions give you all the materials you need to do well (short answer is based on discussion activities). Not an easy A class but definitely worth taking.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-12-20 16:02:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ee4a69bcdd772bc42e61ad58\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Reading the reviews of Dr. Li I was a bit skeptical going into his class. However, despite being a bit fast, I found his lectures to be incredibly interesting. They introduced a lot of new topics but in a way that made them easy to understand and learn. I can see where people think tests are hard but Id you study appropriately youll be fine.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-18 08:28:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2a83fe6c14d794b1fbd5e70c\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Professor Li was OK, but I didn't care for his grade cutoffs. They were unnecessarily high and the coursework and tests were made harder than they needed to be. The overall vibe was not as pleasant as other classes.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-23 15:53:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"29263e36db3621bcd3ed1186\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0MTg1MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":4,\"review_ids\":[\"86ed9e0932aaee52274f55b8\",\"ee4a69bcdd772bc42e61ad58\",\"2a83fe6c14d794b1fbd5e70c\",\"29263e36db3621bcd3ed1186\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2018\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:2076006\",\"summary\":\"Reviews describe exams in James Li's class as tough and difficult, with one reviewer criticizing unnecessarily high grade cutoffs and others noting that studying appropriately leads to success.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I loved this class with Professor Li! His lectures take textbook information and apply it to real life, questioning how things are and how they can be better. Exams are tough but lecture and discussions give you all the materials you need to do well (short answer is based on discussion activities). Not an easy A class but definitely worth taking.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-12-20 16:02:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ee4a69bcdd772bc42e61ad58\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Professor Li was one of my favorite psych teachers at UW Madison. The course requires effort, but as long as you do the readings and attend lecture it is manageable. He is very caring towards his students and is quick to respond to any questions. Learned a lot out of this class and was super interesting/engaging. Highly recommend!\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-23 22:21:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"89c29f14bac3a59a717b8441\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg4MDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":2,\"review_ids\":[\"ee4a69bcdd772bc42e61ad58\",\"89c29f14bac3a59a717b8441\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2076006\",\"summary\":\"Students recommend taking the class with James Li, describing it as interesting, engaging, and worth the effort despite the difficulty.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"5b180ff5d68654e854bde5754bd78164a773d510bcbabd3198f54cae0a9fbd09","record_version_id":"b73b314d4a2b3075a2678e2a5f02ba2866aeccb61a0a32fe2e7dcc1c59de5d31","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"eee308d86589c633f83fcd8447ab5ab8e20353cae434aa8c4bceddb2523a2e47","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"793b5b6f6ad4bcc53b58aedbfae2d3cfb462f80a059d09883eaf6ac0e16ec5e4\",\"course_id\":\"PSYCH 510\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"James Li\",\"review_date\":\"2018-11-14 16:03:50 +0000 UTC\",\"review_id\":\"86ed9e0932aaee52274f55b8\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTMwNzI1ODkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"},{\"instructor_name\":\"James Li\",\"review_date\":\"2020-12-23 22:21:24 +0000 UTC\",\"review_id\":\"89c29f14bac3a59a717b8441\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTM0MTg4MDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Exams were described as tough, but the course was manageable if students completed the required readings and attended lectures regularly.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"James Li\",\"review_date\":\"2018-12-20 16:02:34 +0000 UTC\",\"review_id\":\"ee4a69bcdd772bc42e61ad58\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students found the lectures engaging because they applied textbook concepts to real-life scenarios, making the material feel relevant and interesting.\"},{\"citations\":[{\"course_id\":\"PSYCH 510\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 510\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 510\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2018: 3.24 GPA, 57.6% A/AB (n=125 letter grades); Fall 2020: 3.25 GPA, 60.8% A/AB (n=153 letter grades); Fall 2022: 3.16 GPA, 52.3% A/AB (n=151 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"James Li\",\"review_date\":\"2020-12-18 08:28:13 +0000 UTC\",\"review_id\":\"2a83fe6c14d794b1fbd5e70c\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"While some found the pacing fast, students appreciated how new topics were introduced in a way that made them easy to understand.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PSYCH 510\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"source_record\":{\"entity_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 510\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"source_record\":{\"entity_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 510\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"source_record\":{\"entity_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"JAMES LI is recorded teaching in Fall 2018, Fall 2020, Fall 2022. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"e255de5b660dd486b263f581b45cfbf3c84f3c3e53a92a0f090277f240a3a2b1","record_version_id":"a57ed0756c7df4a914ba888128e30dc120cd3d0df978ad6bd322762e207f3a65","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"420d7685c37e7dd1014901ccc0cdf979738fc3ef20ca120b581b9970593b2c97","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH 405,460, or462\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":405,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 405\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":460,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"460\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":462,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"462\",\"id\":\"n3\",\"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":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"e255de5b660dd486b263f581b45cfbf3c84f3c3e53a92a0f090277f240a3a2b1","record_version_id":"a57ed0756c7df4a914ba888128e30dc120cd3d0df978ad6bd322762e207f3a65","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"420d7685c37e7dd1014901ccc0cdf979738fc3ef20ca120b581b9970593b2c97","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PSYCH 405\",\"field\":\"description\",\"quote\":\"Introduces diagnosis and treatment of major mental disorders.\"},{\"course_id\":\"PSYCH 460\",\"field\":\"description\",\"quote\":\"Biological and behavioral foundations of human development, with an emphasis on experiments and data-driven approaches.\"},{\"course_id\":\"PSYCH 462\",\"field\":\"description\",\"quote\":\"Examines research on biological, cognitive, social, and emotional development during the second decade of life.\"}],\"text\":\"Foundations in psychopathology, child/adolescent development, and research methods.\"},{\"evidence\":[{\"course_id\":\"PSYCH 202\",\"field\":\"description\",\"quote\":\"Behavior, including its development, motivation, frustrations, emotion, intelligence, learning, forgetting, personality, language, thinking, and social behavior.\"}],\"text\":\"Introductory psychology concepts.\"}],\"search_phrases\":[\"child psychopathology critical issues\",\"adolescent mental disorders research\",\"child development biological behavioral\",\"psychopathology diagnosis treatment\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Uses a scientific lens to dive into some of the more controversial issues in the field\"}],\"text\":\"Critical analysis of controversial issues in child and adolescent mental health.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"dive into some of the more controversial issues in the field, rather than focusing on basic definitions and classifications\"}],\"text\":\"Advanced inquiry beyond basic definitions and classifications.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"title\",\"quote\":\"CRITICAL ISSUES IN CHILD PSYCHOPATHOLOGY\"},{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Provides in-depth coverage on the study of common mental disorders of childhood and adolescence.\"}],\"text\":\"Critical issues in child psychopathology, examining mental disorders and controversial topics in the field.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"what factors have led to the rise in ADHD diagnosis\"}],\"text\":\"ADHD diagnosis trends.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Why aren't evidenced-based treatments more widely used\"}],\"text\":\"Evidence-based treatment implementation.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Are antidepressants safe for adolescents, and do they actually work?\"}],\"text\":\"Antidepressant safety and efficacy in adolescents.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"e255de5b660dd486b263f581b45cfbf3c84f3c3e53a92a0f090277f240a3a2b1","record_version_id":"a57ed0756c7df4a914ba888128e30dc120cd3d0df978ad6bd322762e207f3a65","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"420d7685c37e7dd1014901ccc0cdf979738fc3ef20ca120b581b9970593b2c97","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","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_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"e255de5b660dd486b263f581b45cfbf3c84f3c3e53a92a0f090277f240a3a2b1","record_version_id":"a57ed0756c7df4a914ba888128e30dc120cd3d0df978ad6bd322762e207f3a65","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"191b55d8bfe5b6937dac6cef112598946203b0c88b74fec37066b869bce7903a","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH 405,460, or462\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":405,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 405\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":460,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"460\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":462,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"462\",\"id\":\"n3\",\"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":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"e255de5b660dd486b263f581b45cfbf3c84f3c3e53a92a0f090277f240a3a2b1","record_version_id":"a57ed0756c7df4a914ba888128e30dc120cd3d0df978ad6bd322762e207f3a65","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"191b55d8bfe5b6937dac6cef112598946203b0c88b74fec37066b869bce7903a","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PSYCH 405\",\"field\":\"description\",\"quote\":\"Introduces diagnosis and treatment of major mental disorders.\"},{\"course_id\":\"PSYCH 460\",\"field\":\"description\",\"quote\":\"Biological and behavioral foundations of human development, with an emphasis on experiments and data-driven approaches.\"},{\"course_id\":\"PSYCH 462\",\"field\":\"description\",\"quote\":\"Examines research on biological, cognitive, social, and emotional development during the second decade of life.\"}],\"text\":\"Foundations in psychopathology, child/adolescent development, and research methods.\"},{\"evidence\":[{\"course_id\":\"PSYCH 202\",\"field\":\"description\",\"quote\":\"Behavior, including its development, motivation, frustrations, emotion, intelligence, learning, forgetting, personality, language, thinking, and social behavior.\"}],\"text\":\"Introductory psychology concepts.\"}],\"search_phrases\":[\"child psychopathology critical issues\",\"adolescent mental disorders research\",\"child development biological behavioral\",\"psychopathology diagnosis treatment\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Uses a scientific lens to dive into some of the more controversial issues in the field\"}],\"text\":\"Critical analysis of controversial issues in child and adolescent mental health.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"dive into some of the more controversial issues in the field, rather than focusing on basic definitions and classifications\"}],\"text\":\"Advanced inquiry beyond basic definitions and classifications.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"title\",\"quote\":\"CRITICAL ISSUES IN CHILD PSYCHOPATHOLOGY\"},{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Provides in-depth coverage on the study of common mental disorders of childhood and adolescence.\"}],\"text\":\"Critical issues in child psychopathology, examining mental disorders and controversial topics in the field.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"what factors have led to the rise in ADHD diagnosis\"}],\"text\":\"ADHD diagnosis trends.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Why aren't evidenced-based treatments more widely used\"}],\"text\":\"Evidence-based treatment implementation.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Are antidepressants safe for adolescents, and do they actually work?\"}],\"text\":\"Antidepressant safety and efficacy in adolescents.\"}]}","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_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"e255de5b660dd486b263f581b45cfbf3c84f3c3e53a92a0f090277f240a3a2b1","record_version_id":"a57ed0756c7df4a914ba888128e30dc120cd3d0df978ad6bd322762e207f3a65","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"191b55d8bfe5b6937dac6cef112598946203b0c88b74fec37066b869bce7903a","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Wonderful lecturer. You can tell he's extremely passionate about what he lectures. His syllabus details the expectations of the class very clearly. He wants everyone to have a shot at doing well. Don't take this class for an easy A, I am barely scraping by with average grades on exams. So exams are pretty tough.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-11-14 16:03:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"86ed9e0932aaee52274f55b8\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMwNzI1ODkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"I loved this class with Professor Li! His lectures take textbook information and apply it to real life, questioning how things are and how they can be better. Exams are tough but lecture and discussions give you all the materials you need to do well (short answer is based on discussion activities). Not an easy A class but definitely worth taking.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-12-20 16:02:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ee4a69bcdd772bc42e61ad58\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Reading the reviews of Dr. Li I was a bit skeptical going into his class. However, despite being a bit fast, I found his lectures to be incredibly interesting. They introduced a lot of new topics but in a way that made them easy to understand and learn. I can see where people think tests are hard but Id you study appropriately youll be fine.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-18 08:28:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2a83fe6c14d794b1fbd5e70c\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":3,\"review_ids\":[\"86ed9e0932aaee52274f55b8\",\"ee4a69bcdd772bc42e61ad58\",\"2a83fe6c14d794b1fbd5e70c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Professor Li is described as a wonderful and passionate lecturer who clearly details expectations in the syllabus. He makes complex topics easy to understand and applies textbook information to real-life scenarios.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Wonderful lecturer. You can tell he's extremely passionate about what he lectures. His syllabus details the expectations of the class very clearly. He wants everyone to have a shot at doing well. Don't take this class for an easy A, I am barely scraping by with average grades on exams. So exams are pretty tough.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-11-14 16:03:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"86ed9e0932aaee52274f55b8\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMwNzI1ODkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"I loved this class with Professor Li! His lectures take textbook information and apply it to real life, questioning how things are and how they can be better. Exams are tough but lecture and discussions give you all the materials you need to do well (short answer is based on discussion activities). Not an easy A class but definitely worth taking.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-12-20 16:02:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ee4a69bcdd772bc42e61ad58\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Reading the reviews of Dr. Li I was a bit skeptical going into his class. However, despite being a bit fast, I found his lectures to be incredibly interesting. They introduced a lot of new topics but in a way that made them easy to understand and learn. I can see where people think tests are hard but Id you study appropriately youll be fine.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-18 08:28:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2a83fe6c14d794b1fbd5e70c\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Professor Li was OK, but I didn't care for his grade cutoffs. They were unnecessarily high and the coursework and tests were made harder than they needed to be. The overall vibe was not as pleasant as other classes.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-23 15:53:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"29263e36db3621bcd3ed1186\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0MTg1MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":4,\"review_ids\":[\"86ed9e0932aaee52274f55b8\",\"ee4a69bcdd772bc42e61ad58\",\"2a83fe6c14d794b1fbd5e70c\",\"29263e36db3621bcd3ed1186\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2018\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are consistently described as tough and difficult, with high grade cutoffs. However, students note that studying appropriately and attending lectures/discussions provides the necessary materials to succeed.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I loved this class with Professor Li! His lectures take textbook information and apply it to real life, questioning how things are and how they can be better. Exams are tough but lecture and discussions give you all the materials you need to do well (short answer is based on discussion activities). Not an easy A class but definitely worth taking.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-12-20 16:02:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ee4a69bcdd772bc42e61ad58\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Reading the reviews of Dr. Li I was a bit skeptical going into his class. However, despite being a bit fast, I found his lectures to be incredibly interesting. They introduced a lot of new topics but in a way that made them easy to understand and learn. I can see where people think tests are hard but Id you study appropriately youll be fine.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-18 08:28:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2a83fe6c14d794b1fbd5e70c\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Professor Li was one of my favorite psych teachers at UW Madison. The course requires effort, but as long as you do the readings and attend lecture it is manageable. He is very caring towards his students and is quick to respond to any questions. Learned a lot out of this class and was super interesting/engaging. Highly recommend!\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-23 22:21:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"89c29f14bac3a59a717b8441\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg4MDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":3,\"review_ids\":[\"ee4a69bcdd772bc42e61ad58\",\"2a83fe6c14d794b1fbd5e70c\",\"89c29f14bac3a59a717b8441\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Despite the difficulty, the class is highly recommended for its engaging and interesting content. Professor Li is caring, responsive, and passionate, making the effort required worthwhile.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"5b180ff5d68654e854bde5754bd78164a773d510bcbabd3198f54cae0a9fbd09","record_version_id":"b73b314d4a2b3075a2678e2a5f02ba2866aeccb61a0a32fe2e7dcc1c59de5d31","job_id":"enrich-6556a505c10f448d98d02466","output_id":"b0103de152b7ab161398d5c94ceab021fa6bb7a0205cca5f3f29bfa62fe757b7","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"r1\",\"r2\",\"r3\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH 405,460, or462\",\"id\":\"root\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":405,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 405\",\"id\":\"r1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":460,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"460\",\"id\":\"r2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":462,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"or462\",\"id\":\"r3\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"root\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"5b180ff5d68654e854bde5754bd78164a773d510bcbabd3198f54cae0a9fbd09","record_version_id":"b73b314d4a2b3075a2678e2a5f02ba2866aeccb61a0a32fe2e7dcc1c59de5d31","job_id":"enrich-6556a505c10f448d98d02466","output_id":"b0103de152b7ab161398d5c94ceab021fa6bb7a0205cca5f3f29bfa62fe757b7","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[],\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"requirements_text\",\"quote\":\"PSYCH 405,460, or462\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Completion of PSYCH 405, PSYCH 460, or PSYCH 462 is required.\"}],\"search_phrases\":[\"child psychopathology\",\"ADHD diagnosis trends\",\"adolescent antidepressants\",\"evidence-based treatments in mental health\",\"critical issues in child psychology\",\"cultural factors in mental disorders\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Refine critical thinking skills and question how conclusions are drawn from the data and to make connections between scientific studies and their applications to the real world.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Critical thinking and questioning conclusions drawn from data.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":2,\"quote\":\"Apply research as a tool for affecting change for all people, and not just for selective populations. Explore the tension between science and clinical practice in the field and develop the foundations and skills for bridging this gap (as opposed to widening it by only focusing on one aspect).\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Applying research to affect change and bridging the gap between science and clinical practice.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":3,\"quote\":\"Integrate an array of material from within the psychological sciences (clinical psychology, developmental psychology) as well as from disciplines outside of psychology, including in anthropology, sociology, public health, epidemiology, neuroscience, and genetics.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Integrating material from psychological sciences and interdisciplinary fields such as anthropology, sociology, public health, epidemiology, neuroscience, and genetics.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"title\",\"quote\":\"CRITICAL ISSUES IN CHILD PSYCHOPATHOLOGY\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"},{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Provides in-depth coverage on the study of common mental disorders of childhood and adolescence. Uses a scientific lens to dive into some of the more controversial issues in the field, rather than focusing on basic definitions and classifications, instead.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"An in-depth course on common mental disorders of childhood and adolescence that uses a scientific lens to explore controversial issues like ADHD diagnosis trends and adolescent antidepressant safety.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"common mental disorders of childhood and adolescence\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Common mental disorders of childhood and adolescence.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"what factors have led to the rise in ADHD diagnosis in this country, and around the world?\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Factors leading to the rise in ADHD diagnosis globally.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Why aren't evidenced-based treatments more widely used in mental health settings?\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Barriers to widespread use of evidence-based treatments in mental health settings.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Are antidepressants safe for adolescents, and do they actually work?\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Safety and efficacy of antidepressants for adolescents.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Identify and explore how cultural factors affect our conceptualization of mental disorders, while learning about individual differences in mental disorders by exploring how they are influenced by the interplay between both biology and environments.\",\"source_url\":\"https://guide.wisc.edu/courses/psych/\"}],\"text\":\"Cultural factors affecting conceptualization of mental disorders and the interplay between biology and environment.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"5b180ff5d68654e854bde5754bd78164a773d510bcbabd3198f54cae0a9fbd09","record_version_id":"b73b314d4a2b3075a2678e2a5f02ba2866aeccb61a0a32fe2e7dcc1c59de5d31","job_id":"enrich-6556a505c10f448d98d02466","output_id":"b0103de152b7ab161398d5c94ceab021fa6bb7a0205cca5f3f29bfa62fe757b7","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Wonderful lecturer. You can tell he's extremely passionate about what he lectures. His syllabus details the expectations of the class very clearly. He wants everyone to have a shot at doing well. Don't take this class for an easy A, I am barely scraping by with average grades on exams. So exams are pretty tough.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-11-14 16:03:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"86ed9e0932aaee52274f55b8\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMwNzI1ODkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"I loved this class with Professor Li! His lectures take textbook information and apply it to real life, questioning how things are and how they can be better. Exams are tough but lecture and discussions give you all the materials you need to do well (short answer is based on discussion activities). Not an easy A class but definitely worth taking.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-12-20 16:02:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ee4a69bcdd772bc42e61ad58\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Reading the reviews of Dr. Li I was a bit skeptical going into his class. However, despite being a bit fast, I found his lectures to be incredibly interesting. They introduced a lot of new topics but in a way that made them easy to understand and learn. I can see where people think tests are hard but Id you study appropriately youll be fine.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-18 08:28:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2a83fe6c14d794b1fbd5e70c\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Professor Li was one of my favorite psych teachers at UW Madison. The course requires effort, but as long as you do the readings and attend lecture it is manageable. He is very caring towards his students and is quick to respond to any questions. Learned a lot out of this class and was super interesting/engaging. Highly recommend!\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-23 22:21:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"89c29f14bac3a59a717b8441\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg4MDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":4,\"review_ids\":[\"86ed9e0932aaee52274f55b8\",\"ee4a69bcdd772bc42e61ad58\",\"2a83fe6c14d794b1fbd5e70c\",\"89c29f14bac3a59a717b8441\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2076006\",\"summary\":\"Cited reviews praise James Li for being passionate, clear, and engaging, noting his lectures apply textbook information to real life and make new topics easy to understand.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Wonderful lecturer. You can tell he's extremely passionate about what he lectures. His syllabus details the expectations of the class very clearly. He wants everyone to have a shot at doing well. Don't take this class for an easy A, I am barely scraping by with average grades on exams. So exams are pretty tough.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-11-14 16:03:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"86ed9e0932aaee52274f55b8\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMwNzI1ODkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"I loved this class with Professor Li! His lectures take textbook information and apply it to real life, questioning how things are and how they can be better. Exams are tough but lecture and discussions give you all the materials you need to do well (short answer is based on discussion activities). Not an easy A class but definitely worth taking.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-12-20 16:02:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ee4a69bcdd772bc42e61ad58\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Reading the reviews of Dr. Li I was a bit skeptical going into his class. However, despite being a bit fast, I found his lectures to be incredibly interesting. They introduced a lot of new topics but in a way that made them easy to understand and learn. I can see where people think tests are hard but Id you study appropriately youll be fine.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-18 08:28:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2a83fe6c14d794b1fbd5e70c\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Professor Li was OK, but I didn't care for his grade cutoffs. They were unnecessarily high and the coursework and tests were made harder than they needed to be. The overall vibe was not as pleasant as other classes.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-23 15:53:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"29263e36db3621bcd3ed1186\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0MTg1MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":4,\"review_ids\":[\"86ed9e0932aaee52274f55b8\",\"ee4a69bcdd772bc42e61ad58\",\"2a83fe6c14d794b1fbd5e70c\",\"29263e36db3621bcd3ed1186\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2018\"},\"sentiment\":\"mixed\",\"subject_instructor_id\":\"rmp:2076006\",\"summary\":\"Reviews describe exams in James Li's class as tough and difficult, with one reviewer criticizing unnecessarily high grade cutoffs and others noting that studying appropriately leads to success.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I loved this class with Professor Li! His lectures take textbook information and apply it to real life, questioning how things are and how they can be better. Exams are tough but lecture and discussions give you all the materials you need to do well (short answer is based on discussion activities). Not an easy A class but definitely worth taking.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-12-20 16:02:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ee4a69bcdd772bc42e61ad58\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Professor Li was one of my favorite psych teachers at UW Madison. The course requires effort, but as long as you do the readings and attend lecture it is manageable. He is very caring towards his students and is quick to respond to any questions. Learned a lot out of this class and was super interesting/engaging. Highly recommend!\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-23 22:21:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"89c29f14bac3a59a717b8441\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg4MDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":2,\"review_ids\":[\"ee4a69bcdd772bc42e61ad58\",\"89c29f14bac3a59a717b8441\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:2076006\",\"summary\":\"Students recommend taking the class with James Li, describing it as interesting, engaging, and worth the effort despite the difficulty.\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"e255de5b660dd486b263f581b45cfbf3c84f3c3e53a92a0f090277f240a3a2b1","record_version_id":"a57ed0756c7df4a914ba888128e30dc120cd3d0df978ad6bd322762e207f3a65","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6d933bebbddc5ed3669dbe752bdb22365ae3756cf886f49b9086e77fac043eb3","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"PSYCH 405,460, or462\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":405,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 405\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":460,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"460\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":462,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"462\",\"id\":\"n3\",\"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":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"e255de5b660dd486b263f581b45cfbf3c84f3c3e53a92a0f090277f240a3a2b1","record_version_id":"a57ed0756c7df4a914ba888128e30dc120cd3d0df978ad6bd322762e207f3a65","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6d933bebbddc5ed3669dbe752bdb22365ae3756cf886f49b9086e77fac043eb3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PSYCH 405\",\"field\":\"description\",\"quote\":\"Introduces diagnosis and treatment of major mental disorders.\"},{\"course_id\":\"PSYCH 460\",\"field\":\"description\",\"quote\":\"Biological and behavioral foundations of human development, with an emphasis on experiments and data-driven approaches.\"},{\"course_id\":\"PSYCH 462\",\"field\":\"description\",\"quote\":\"Examines research on biological, cognitive, social, and emotional development during the second decade of life.\"}],\"text\":\"Foundations in psychopathology, child/adolescent development, and research methods.\"},{\"evidence\":[{\"course_id\":\"PSYCH 202\",\"field\":\"description\",\"quote\":\"Behavior, including its development, motivation, frustrations, emotion, intelligence, learning, forgetting, personality, language, thinking, and social behavior.\"}],\"text\":\"Introductory psychology concepts.\"}],\"search_phrases\":[\"child psychopathology critical issues\",\"adolescent mental disorders research\",\"child development biological behavioral\",\"psychopathology diagnosis treatment\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Uses a scientific lens to dive into some of the more controversial issues in the field\"}],\"text\":\"Critical analysis of controversial issues in child and adolescent mental health.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"dive into some of the more controversial issues in the field, rather than focusing on basic definitions and classifications\"}],\"text\":\"Advanced inquiry beyond basic definitions and classifications.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"title\",\"quote\":\"CRITICAL ISSUES IN CHILD PSYCHOPATHOLOGY\"},{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Provides in-depth coverage on the study of common mental disorders of childhood and adolescence.\"}],\"text\":\"Critical issues in child psychopathology, examining mental disorders and controversial topics in the field.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"what factors have led to the rise in ADHD diagnosis\"}],\"text\":\"ADHD diagnosis trends.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Why aren't evidenced-based treatments more widely used\"}],\"text\":\"Evidence-based treatment implementation.\"},{\"evidence\":[{\"course_id\":\"PSYCH 510\",\"field\":\"description\",\"quote\":\"Are antidepressants safe for adolescents, and do they actually work?\"}],\"text\":\"Antidepressant safety and efficacy in adolescents.\"}]}","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_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"e255de5b660dd486b263f581b45cfbf3c84f3c3e53a92a0f090277f240a3a2b1","record_version_id":"a57ed0756c7df4a914ba888128e30dc120cd3d0df978ad6bd322762e207f3a65","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6d933bebbddc5ed3669dbe752bdb22365ae3756cf886f49b9086e77fac043eb3","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Wonderful lecturer. You can tell he's extremely passionate about what he lectures. His syllabus details the expectations of the class very clearly. He wants everyone to have a shot at doing well. Don't take this class for an easy A, I am barely scraping by with average grades on exams. So exams are pretty tough.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-11-14 16:03:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"86ed9e0932aaee52274f55b8\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMwNzI1ODkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"I loved this class with Professor Li! His lectures take textbook information and apply it to real life, questioning how things are and how they can be better. Exams are tough but lecture and discussions give you all the materials you need to do well (short answer is based on discussion activities). Not an easy A class but definitely worth taking.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-12-20 16:02:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ee4a69bcdd772bc42e61ad58\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Reading the reviews of Dr. Li I was a bit skeptical going into his class. However, despite being a bit fast, I found his lectures to be incredibly interesting. They introduced a lot of new topics but in a way that made them easy to understand and learn. I can see where people think tests are hard but Id you study appropriately youll be fine.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-18 08:28:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2a83fe6c14d794b1fbd5e70c\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":3,\"review_ids\":[\"86ed9e0932aaee52274f55b8\",\"ee4a69bcdd772bc42e61ad58\",\"2a83fe6c14d794b1fbd5e70c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Professor Li is described as a wonderful and passionate lecturer who clearly details expectations in the syllabus. He makes complex topics easy to understand and applies textbook information to real-life scenarios.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Wonderful lecturer. You can tell he's extremely passionate about what he lectures. His syllabus details the expectations of the class very clearly. He wants everyone to have a shot at doing well. Don't take this class for an easy A, I am barely scraping by with average grades on exams. So exams are pretty tough.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-11-14 16:03:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"86ed9e0932aaee52274f55b8\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMwNzI1ODkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"I loved this class with Professor Li! His lectures take textbook information and apply it to real life, questioning how things are and how they can be better. Exams are tough but lecture and discussions give you all the materials you need to do well (short answer is based on discussion activities). Not an easy A class but definitely worth taking.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-12-20 16:02:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ee4a69bcdd772bc42e61ad58\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Reading the reviews of Dr. Li I was a bit skeptical going into his class. However, despite being a bit fast, I found his lectures to be incredibly interesting. They introduced a lot of new topics but in a way that made them easy to understand and learn. I can see where people think tests are hard but Id you study appropriately youll be fine.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-18 08:28:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2a83fe6c14d794b1fbd5e70c\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Professor Li was OK, but I didn't care for his grade cutoffs. They were unnecessarily high and the coursework and tests were made harder than they needed to be. The overall vibe was not as pleasant as other classes.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-23 15:53:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"29263e36db3621bcd3ed1186\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM0MTg1MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":4,\"review_ids\":[\"86ed9e0932aaee52274f55b8\",\"ee4a69bcdd772bc42e61ad58\",\"2a83fe6c14d794b1fbd5e70c\",\"29263e36db3621bcd3ed1186\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2018\"},\"sentiment\":\"mixed\",\"summary\":\"Exams are consistently described as tough and difficult, with high grade cutoffs. However, students note that studying appropriately and attending lectures/discussions provides the necessary materials to succeed.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I loved this class with Professor Li! His lectures take textbook information and apply it to real life, questioning how things are and how they can be better. Exams are tough but lecture and discussions give you all the materials you need to do well (short answer is based on discussion activities). Not an easy A class but definitely worth taking.\",\"course_id\":\"PSYCH 510\",\"date\":\"2018-12-20 16:02:34 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ee4a69bcdd772bc42e61ad58\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Reading the reviews of Dr. Li I was a bit skeptical going into his class. However, despite being a bit fast, I found his lectures to be incredibly interesting. They introduced a lot of new topics but in a way that made them easy to understand and learn. I can see where people think tests are hard but Id you study appropriately youll be fine.\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-18 08:28:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2a83fe6c14d794b1fbd5e70c\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"},{\"comment\":\"Professor Li was one of my favorite psych teachers at UW Madison. The course requires effort, but as long as you do the readings and attend lecture it is manageable. He is very caring towards his students and is quick to respond to any questions. Learned a lot out of this class and was super interesting/engaging. Highly recommend!\",\"course_id\":\"PSYCH 510\",\"date\":\"2020-12-23 22:21:24 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"89c29f14bac3a59a717b8441\",\"instructor_id\":\"rmp:2076006\",\"instructor_name\":\"James Li\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTg4MDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\"}],\"evidence_count\":3,\"review_ids\":[\"ee4a69bcdd772bc42e61ad58\",\"2a83fe6c14d794b1fbd5e70c\",\"89c29f14bac3a59a717b8441\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2076006\",\"name\":\"James Li\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Despite the difficulty, the class is highly recommended for its engaging and interesting content. Professor Li is caring, responsive, and passionate, making the effort required worthwhile.\"}]}","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_fc96e47deec8b1853edd8055","course_id":"PSYCH 510","catalog_version_id":"e255de5b660dd486b263f581b45cfbf3c84f3c3e53a92a0f090277f240a3a2b1","record_version_id":"a57ed0756c7df4a914ba888128e30dc120cd3d0df978ad6bd322762e207f3a65","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"6d933bebbddc5ed3669dbe752bdb22365ae3756cf886f49b9086e77fac043eb3","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"564128ca9ca22d67aeb5d6c0fa71d7aed8b9bd61c2081e6f0999862eb7008284\",\"course_id\":\"PSYCH 510\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"James Li\",\"review_date\":\"2018-11-14 16:03:50 +0000 UTC\",\"review_id\":\"86ed9e0932aaee52274f55b8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTMwNzI1ODkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"},{\"instructor_name\":\"James Li\",\"review_date\":\"2018-12-20 16:02:34 +0000 UTC\",\"review_id\":\"ee4a69bcdd772bc42e61ad58\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"},{\"instructor_name\":\"James Li\",\"review_date\":\"2020-12-23 15:53:14 +0000 UTC\",\"review_id\":\"29263e36db3621bcd3ed1186\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTM0MTg1MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"}],\"text\":\"Historical reviews of James Li: Exams are difficult with high grade cutoffs, requiring significant effort in studying and attending lectures to succeed.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"James Li\",\"review_date\":\"2018-11-14 16:03:50 +0000 UTC\",\"review_id\":\"86ed9e0932aaee52274f55b8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTMwNzI1ODkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"},{\"instructor_name\":\"James Li\",\"review_date\":\"2018-12-20 16:02:34 +0000 UTC\",\"review_id\":\"ee4a69bcdd772bc42e61ad58\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"},{\"instructor_name\":\"James Li\",\"review_date\":\"2020-12-18 08:28:13 +0000 UTC\",\"review_id\":\"2a83fe6c14d794b1fbd5e70c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"},{\"instructor_name\":\"James Li\",\"review_date\":\"2020-12-23 15:53:14 +0000 UTC\",\"review_id\":\"29263e36db3621bcd3ed1186\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTM0MTg1MTQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"},{\"instructor_name\":\"James Li\",\"review_date\":\"2020-12-23 22:21:24 +0000 UTC\",\"review_id\":\"89c29f14bac3a59a717b8441\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTM0MTg4MDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"}],\"text\":\"Historical reviews of James Li: James Li is described as a passionate and engaging lecturer who connects material to real life, though his exams are consistently rated as tough. While some students found his high grade cutoffs and fast pace frustrating, others praised his clear syllabus, caring nature, and effective teaching methods that support student success despite the difficulty.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"James Li\",\"review_date\":\"2018-11-14 16:03:50 +0000 UTC\",\"review_id\":\"86ed9e0932aaee52274f55b8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTMwNzI1ODkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"},{\"instructor_name\":\"James Li\",\"review_date\":\"2018-12-20 16:02:34 +0000 UTC\",\"review_id\":\"ee4a69bcdd772bc42e61ad58\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"},{\"instructor_name\":\"James Li\",\"review_date\":\"2020-12-23 22:21:24 +0000 UTC\",\"review_id\":\"89c29f14bac3a59a717b8441\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTM0MTg4MDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"}],\"text\":\"Historical reviews of James Li: James Li delivers passionate, engaging lectures that connect theory to real life, though exams are consistently described as tough and not an easy A.\"},{\"citations\":[{\"course_id\":\"PSYCH 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2018: 3.24 GPA, 57.6% A/AB (n=125 letter grades); Fall 2020: 3.25 GPA, 60.8% A/AB (n=153 letter grades); Fall 2022: 3.16 GPA, 52.3% A/AB (n=151 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"James Li\",\"review_date\":\"2018-12-20 16:02:34 +0000 UTC\",\"review_id\":\"ee4a69bcdd772bc42e61ad58\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTMxMTE1Nzgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"},{\"instructor_name\":\"James Li\",\"review_date\":\"2020-12-18 08:28:13 +0000 UTC\",\"review_id\":\"2a83fe6c14d794b1fbd5e70c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTM0MTM0NjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"},{\"instructor_name\":\"James Li\",\"review_date\":\"2020-12-23 22:21:24 +0000 UTC\",\"review_id\":\"89c29f14bac3a59a717b8441\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2076006\",\"source_review_id\":\"UmF0aW5nLTM0MTg4MDg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2076006\",\"type\":\"review\"}],\"text\":\"Historical reviews of James Li: Students find the course interesting and well-structured, with lecture materials and discussions providing necessary preparation for assessments.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PSYCH 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"source_record\":{\"entity_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"source_record\":{\"entity_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"PSYCH 510\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"source_record\":{\"entity_id\":\"fa535ef6-5883-384b-b304-05a8836c80c3\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"}],\"text\":\"JAMES LI is recorded teaching in Fall 2018, Fall 2020, Fall 2022. 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}]