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research question in the context of those gaps.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"label\":\"writing\"}],\"assumed_background\":[],\"search_phrases\":[\"African politics\",\"rapid political change in Africa\",\"emergence of new states in Africa\",\"contemporary Africa political issues\",\"Africa news coverage critical analysis\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"POLISCI 329\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Examine the complex social, economic and political issues and problems confronting contemporary Africa.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Examine complex social, economic, and political issues in contemporary Africa.\"},{\"evidence\":[{\"course_id\":\"POLISCI 329\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Critically examine previously held beliefs about the way Africa works and become critical consumers of news coverage of 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329\",\"field\":\"official_learning_outcomes\",\"outcome_index\":0,\"quote\":\"Examine the complex social, economic and political issues and problems confronting contemporary Africa.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Complex social, economic, and political issues in contemporary Africa.\"},{\"evidence\":[{\"course_id\":\"POLISCI 329\",\"field\":\"official_learning_outcomes\",\"outcome_index\":1,\"quote\":\"Critically examine previously held beliefs about the way Africa works and become critical consumers of news coverage of Africa.\",\"source_url\":\"https://guide.wisc.edu/courses/poli_sci/\"}],\"text\":\"Critical examination of beliefs about Africa and news coverage.\"}]}","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_17d10e449531f5b5106648cf","course_id":"POLISCI 329","catalog_version_id":"7e3a6cd8bb60eb11c5e985c081c4af4985bb5d77d676bf12eae4713c84747ffb","record_version_id":"d189f3a542c3696897a23c4a80d3df810eb2b18f1d61f9b139b3c0ceddc096dc","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"7df9c3ed8154a2e6a7d0a58979d267286fd6dc6cf78d775c76f985c02f87d7cf","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Aili is a pretty good prof. Attendance for this class was manditory, but there wasn't a discussion either. Assignments are super light, and the 6 quizzes are super easy, and we're allowed to miss one as well. Only drawback is the 10-12 page research paper due before thanksgiving, but we do get to choose the paper topic.\",\"course_id\":\"POLISCI 329\",\"date\":\"2023-11-02 22:30:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b6efe0807610c339242a017\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4MzM1NDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"}],\"evidence_count\":1,\"review_ids\":[\"2b6efe0807610c339242a017\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:827444\",\"name\":\"Aili Tripp\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2023\"},\"sentiment\":\"positive\",\"subject_instructor_id\":null,\"summary\":\"Assignments are described as super light with easy quizzes, though a 10-12 page research paper is noted as a drawback.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"(I took PS 120 fall 2025)\\nDisorganized. Attendance was mandatory but in lecture when she spoke was disengaging, disjointed, non-linear, and she rambled about her own experiences, which was cool to hear, but didn't pertain to the lecture at all. My TA had no idea what they were doing and she had little communication with him. Don't recommend. \",\"course_id\":\"POLISCI 329\",\"date\":\"2025-12-03 20:40:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2b6443e5b2a1a454e5740586\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMDE5MDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"},{\"comment\":\"Mandatory attendance even tho she just reads off the powerpoint. The other posters are correct... she has a tendency to ramble about her life. Class isn't crazy difficult, but lecture was boring and long. 6 or 7 quizzes, and u drop the lowest score. Doesn't put in grades???? U don't know until after the final exam how u r doing in the class.\",\"course_id\":\"POLISCI 329\",\"date\":\"2025-12-15 06:22:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3dd14393c7fc8bf25258afcb\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyMjU2MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"}],\"evidence_count\":2,\"review_ids\":[\"2b6443e5b2a1a454e5740586\",\"3dd14393c7fc8bf25258afcb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:827444\",\"name\":\"Aili Tripp\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:827444\",\"summary\":\"Cited reviews criticize Aili Tripp for disorganized, disjointed lectures where she rambles about personal experiences unrelated to the material.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Professor Tripp is very accessible outside of class and genuinely cares about her students. Even though she can get behind on grading, if you put in the effort you should not worry about getting good grades. She will go out of her way to help you succeed.\",\"course_id\":\"POLISCI 329\",\"date\":\"2025-12-22 22:58:22 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"84d1698e8f02063537c1b953\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzc4ODg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"}],\"evidence_count\":1,\"review_ids\":[\"84d1698e8f02063537c1b953\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:827444\",\"name\":\"Aili Tripp\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:827444\",\"summary\":\"One reviewer praises Aili Tripp for being accessible outside class and genuinely caring about student success despite grading delays.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Mandatory attendance even tho she just reads off the powerpoint. The other posters are correct... she has a tendency to ramble about her life. Class isn't crazy difficult, but lecture was boring and long. 6 or 7 quizzes, and u drop the lowest score. Doesn't put in grades???? U don't know until after the final exam how u r doing in the class.\",\"course_id\":\"POLISCI 329\",\"date\":\"2025-12-15 06:22:54 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"3dd14393c7fc8bf25258afcb\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTQyMjU2MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"}],\"evidence_count\":1,\"review_ids\":[\"3dd14393c7fc8bf25258afcb\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:827444\",\"name\":\"Aili Tripp\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"negative\",\"subject_instructor_id\":\"rmp:827444\",\"summary\":\"A reviewer notes that Aili Tripp does not post grades until after the final exam, leaving students unaware of their standing during the term.\"}]}","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_17d10e449531f5b5106648cf","course_id":"POLISCI 329","catalog_version_id":"7e3a6cd8bb60eb11c5e985c081c4af4985bb5d77d676bf12eae4713c84747ffb","record_version_id":"d189f3a542c3696897a23c4a80d3df810eb2b18f1d61f9b139b3c0ceddc096dc","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"7df9c3ed8154a2e6a7d0a58979d267286fd6dc6cf78d775c76f985c02f87d7cf","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"21143e7083b2f4ab109101fa6e01e00b62a7feb6f8347fcf32e4275e53f3f82c\",\"course_id\":\"POLISCI 329\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Aili Tripp\",\"review_date\":\"2023-11-02 22:30:11 +0000 UTC\",\"review_id\":\"2b6efe0807610c339242a017\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:827444\",\"source_review_id\":\"UmF0aW5nLTM4MzM1NDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Past students reported light assignments and six easy quizzes where one score could be dropped, alongside a 10-12 page research paper due before Thanksgiving.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":false,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Aili Tripp\",\"review_date\":\"2025-12-22 22:58:22 +0000 UTC\",\"review_id\":\"84d1698e8f02063537c1b953\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:827444\",\"source_review_id\":\"UmF0aW5nLTQyMzc4ODg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"Students found Professor Tripp accessible and supportive, noting that while grading could be slow, she went out of her way to help them succeed.\"},{\"citations\":[{\"course_id\":\"POLISCI 329\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 329\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 329\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.65 GPA, 86.7% A/AB (n=30 letter grades); Fall 2023: 3.81 GPA, 94.4% A/AB (n=36 letter grades); Fall 2025: 3.85 GPA, 94.1% A/AB (n=17 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Aili Tripp\",\"review_date\":\"2025-12-15 06:22:54 +0000 UTC\",\"review_id\":\"3dd14393c7fc8bf25258afcb\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_instructor_id\":\"rmp:827444\",\"source_review_id\":\"UmF0aW5nLTQyMjU2MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\",\"type\":\"review\"}],\"evidence_scope\":\"past_student_reviews\",\"text\":\"One student found the lectures boring and disjointed, noting that mandatory attendance was required and they did not see their grades until after the final exam.\"}],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"POLISCI 329\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 329\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 329\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 329\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 329\",\"run_id\":\"20261014T203208-0851c9a1\",\"section_number\":1,\"source_course_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"AILI MARI TRIPP is recorded teaching in Spring 2018, Spring 2020, Fall 2022, Fall 2023, Fall 2025. 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_17d10e449531f5b5106648cf","course_id":"POLISCI 329","catalog_version_id":"88e3bf77547210d5048e94777bb91d91844634343f99c62bd57ce74f95fb8421","record_version_id":"29e3b35fc04ae6830142e9706a9f929f641339ff351149993114346cd2e14138","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"bad544e6a322c640de51f9186e713d66f28976d251b220e41430d4253734514c","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Sophomore standing andPOLI SCI 120,182, 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Only drawback is the 10-12 page research paper due before thanksgiving, but we do get to choose the paper topic.\",\"course_id\":\"POLISCI 329\",\"date\":\"2023-11-02 22:30:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b6efe0807610c339242a017\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4MzM1NDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"}],\"evidence_count\":1,\"review_ids\":[\"2b6efe0807610c339242a017\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:827444\",\"name\":\"Aili Tripp\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2023\"},\"sentiment\":\"positive\",\"subject_instructor_id\":null,\"summary\":\"Assignments are described as super light with easy quizzes, though a 10-12 page research paper is noted as a drawback.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"(I took PS 120 fall 2025)\\nDisorganized. Attendance was mandatory but in lecture when she spoke was disengaging, disjointed, non-linear, and she rambled about her own experiences, which was cool to hear, but didn't pertain to the lecture at all. My TA had no idea what they were doing and she had little communication with him. Don't recommend. \",\"course_id\":\"POLISCI 329\",\"date\":\"2025-12-03 20:40:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2b6443e5b2a1a454e5740586\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMDE5MDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"},{\"comment\":\"Mandatory attendance even tho she just reads off the powerpoint. The other posters are correct... she has a tendency to ramble about her life. Class isn't crazy difficult, but lecture was boring and long. 6 or 7 quizzes, and u drop the lowest score. Doesn't put in grades???? 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Attendance for this class was manditory, but there wasn't a discussion either. Assignments are super light, and the 6 quizzes are super easy, and we're allowed to miss one as well. Only drawback is the 10-12 page research paper due before thanksgiving, but we do get to choose the paper topic.\",\"course_id\":\"POLISCI 329\",\"date\":\"2023-11-02 22:30:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b6efe0807610c339242a017\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4MzM1NDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"}],\"evidence_count\":1,\"review_ids\":[\"2b6efe0807610c339242a017\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:827444\",\"name\":\"Aili Tripp\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2023\"},\"sentiment\":\"positive\",\"subject_instructor_id\":null,\"summary\":\"Assignments are described as super light with easy quizzes, though a 10-12 page research paper is noted as a drawback.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"(I took PS 120 fall 2025)\\nDisorganized. Attendance was mandatory but in lecture when she spoke was disengaging, disjointed, non-linear, and she rambled about her own experiences, which was cool to hear, but didn't pertain to the lecture at all. My TA had no idea what they were doing and she had little communication with him. Don't recommend. \",\"course_id\":\"POLISCI 329\",\"date\":\"2025-12-03 20:40:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2b6443e5b2a1a454e5740586\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMDE5MDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"},{\"comment\":\"Mandatory attendance even tho she just reads off the powerpoint. The other posters are correct... she has a tendency to ramble about her life. Class isn't crazy difficult, but lecture was boring and long. 6 or 7 quizzes, and u drop the lowest score. Doesn't put in grades???? 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Even though she can get behind on grading, if you put in the effort you should not worry about getting good grades. She will go out of her way to help you succeed.\",\"course_id\":\"POLISCI 329\",\"date\":\"2025-12-22 22:58:22 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"84d1698e8f02063537c1b953\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQyMzc4ODg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"}],\"evidence_count\":1,\"review_ids\":[\"84d1698e8f02063537c1b953\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:827444\",\"name\":\"Aili Tripp\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2025\"},\"sentiment\":\"positive\",\"subject_instructor_id\":\"rmp:827444\",\"summary\":\"One reviewer praises Aili Tripp for being accessible outside class and genuinely caring about student success despite grading delays.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Mandatory attendance even tho she just reads off the powerpoint. The other posters are correct... she has a tendency to ramble about her life. Class isn't crazy difficult, but lecture was boring and long. 6 or 7 quizzes, and u drop the lowest score. Doesn't put in grades???? 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Attendance was mandatory but in lecture when she spoke was disengaging, disjointed, non-linear, and she rambled about her own experiences, which was cool to hear, but didn't pertain to the lecture at all. My TA had no idea what they were doing and she had little communication with him. Don't recommend. \",\"course_id\":\"POLISCI 329\",\"date\":\"2025-12-03 20:40:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2b6443e5b2a1a454e5740586\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMDE5MDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"},{\"comment\":\"Mandatory attendance even tho she just reads off the powerpoint. The other posters are correct... she has a tendency to ramble about her life. Class isn't crazy difficult, but lecture was boring and long. 6 or 7 quizzes, and u drop the lowest score. Doesn't put in grades???? 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Attendance for this class was manditory, but there wasn't a discussion either. Assignments are super light, and the 6 quizzes are super easy, and we're allowed to miss one as well. Only drawback is the 10-12 page research paper due before thanksgiving, but we do get to choose the paper topic.\",\"course_id\":\"POLISCI 329\",\"date\":\"2023-11-02 22:30:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b6efe0807610c339242a017\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4MzM1NDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"},{\"comment\":\"Mandatory attendance even tho she just reads off the powerpoint. The other posters are correct... she has a tendency to ramble about her life. Class isn't crazy difficult, but lecture was boring and long. 6 or 7 quizzes, and u drop the lowest score. Doesn't put in grades???? 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Attendance for this class was manditory, but there wasn't a discussion either. Assignments are super light, and the 6 quizzes are super easy, and we're allowed to miss one as well. Only drawback is the 10-12 page research paper due before thanksgiving, but we do get to choose the paper topic.\",\"course_id\":\"POLISCI 329\",\"date\":\"2023-11-02 22:30:11 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2b6efe0807610c339242a017\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4MzM1NDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"},{\"comment\":\"Professor Tripp is very accessible outside of class and genuinely cares about her students. Even though she can get behind on grading, if you put in the effort you should not worry about getting good grades. 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Attendance was mandatory but in lecture when she spoke was disengaging, disjointed, non-linear, and she rambled about her own experiences, which was cool to hear, but didn't pertain to the lecture at all. My TA had no idea what they were doing and she had little communication with him. Don't recommend. \",\"course_id\":\"POLISCI 329\",\"date\":\"2025-12-03 20:40:26 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2b6443e5b2a1a454e5740586\",\"instructor_id\":\"rmp:827444\",\"instructor_name\":\"Aili Tripp\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMDE5MDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\"},{\"comment\":\"Mandatory attendance even tho she just reads off the powerpoint. The other posters are correct... she has a tendency to ramble about her life. Class isn't crazy difficult, but lecture was boring and long. 6 or 7 quizzes, and u drop the lowest score. Doesn't put in grades???? 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Some praise her accessibility and light workload, while others criticize disorganized, rambling lectures and mandatory attendance without discussion. Students report conflicting experiences regarding grading transparency and lecture engagement.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Aili Tripp\",\"review_date\":\"2023-11-02 22:30:11 +0000 UTC\",\"review_id\":\"2b6efe0807610c339242a017\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:827444\",\"source_review_id\":\"UmF0aW5nLTM4MzM1NDAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\",\"type\":\"review\"},{\"instructor_name\":\"Aili Tripp\",\"review_date\":\"2025-12-03 20:40:26 +0000 UTC\",\"review_id\":\"2b6443e5b2a1a454e5740586\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:827444\",\"source_review_id\":\"UmF0aW5nLTQyMDE5MDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\",\"type\":\"review\"},{\"instructor_name\":\"Aili Tripp\",\"review_date\":\"2025-12-15 06:22:54 +0000 UTC\",\"review_id\":\"3dd14393c7fc8bf25258afcb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:827444\",\"source_review_id\":\"UmF0aW5nLTQyMjU2MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\",\"type\":\"review\"},{\"instructor_name\":\"Aili Tripp\",\"review_date\":\"2025-12-22 22:58:22 +0000 UTC\",\"review_id\":\"84d1698e8f02063537c1b953\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:827444\",\"source_review_id\":\"UmF0aW5nLTQyMzc4ODg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\",\"type\":\"review\"}],\"text\":\"Historical reviews of Aili Tripp: Aili Tripp's course features light assignments and easy quizzes but receives mixed reviews for disorganized, rambling lectures and mandatory attendance without discussion.\"},{\"citations\":[{\"course_id\":\"POLISCI 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.65 GPA, 86.7% A/AB (n=30 letter grades); Fall 2023: 3.81 GPA, 94.4% A/AB (n=36 letter grades); Fall 2025: 3.85 GPA, 94.1% A/AB (n=17 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Aili Tripp\",\"review_date\":\"2025-12-03 20:40:26 +0000 UTC\",\"review_id\":\"2b6443e5b2a1a454e5740586\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:827444\",\"source_review_id\":\"UmF0aW5nLTQyMDE5MDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\",\"type\":\"review\"},{\"instructor_name\":\"Aili Tripp\",\"review_date\":\"2025-12-15 06:22:54 +0000 UTC\",\"review_id\":\"3dd14393c7fc8bf25258afcb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:827444\",\"source_review_id\":\"UmF0aW5nLTQyMjU2MDY4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\",\"type\":\"review\"},{\"instructor_name\":\"Aili Tripp\",\"review_date\":\"2025-12-22 22:58:22 +0000 UTC\",\"review_id\":\"84d1698e8f02063537c1b953\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:827444\",\"source_review_id\":\"UmF0aW5nLTQyMzc4ODg1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/827444\",\"type\":\"review\"}],\"text\":\"Historical reviews of Aili Tripp: Students report frustration with disjointed lectures and poor grading communication, while others appreciate her accessibility and care for student success.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"POLISCI 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"POLISCI 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"source_record\":{\"entity_id\":\"439df84c-2265-33c0-8b2c-31c42e371600\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"AILI MARI TRIPP is recorded teaching in Spring 2018, Spring 2020, Fall 2022, Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false}]