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She scolds classes like youre in elementary school and will personally victimize you if you dont participate in class. She also hates the internet so keep that in mind. Try to avoid her classes if possible.\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-09-29 20:53:01 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"13509c57ebafb72c2171f59b\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MDk0OTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"I initially had high hopes for Edmonds, but she made the course a little unbearable. Sometimes we had great discussions, but she had a habit of scolding the whole room, which made things tense and uncomfortable most of the time. The work is manageable but disorganized. She's not a harsh grader. Overall, she doesn't seem to care for her students :/\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-12-02 21:17:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e3bf48bc0f9c6b7f31bbeec9\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1MzUxMzg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Edmonds made clear nearly every class that she did not want to be there. Some days there would be really great discussions and you'd find yourself finally connecting with her, but then there were days she was combative and got angry for no reason. Overall, she felt above teaching an introductory course and had very limited views about our ideas.\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-12-07 03:49:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9691c2e3ca75cd414bfc717b\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1Mzk0MTMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Edmonds is just unnecessarily rude all the time. She gets mad when people don't participate even when she doesn't give you a chance to in the first place. She's passionate about the books, but she is very set in her opinions about them so it is hard to gain anything from the class because of that.\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-12-07 18:33:55 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ebef092d996128ae57b34c7f\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NDAxMDAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Tbh I didn't like Edmonds much at the start but she really grew on me throughout the semester. She's passionate ab what she teaches but can be forceful &amp; pushy w/ her opinions often. The class was very engaging &amp; all the material we went over was interesting &amp; opened my perspective on many topics. Don't take it if ur easily offended tho..\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-12-14 22:37:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"789610b1802fa902b5301f48\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1NTI1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Edmonds was a fun professor to have. She has a fun, dry sense of humor which made her class one of my favorites freshman year. Her feedback is pretty honest, so if you can't handle criticism she's probably not for you. She listens to student's feedback about tests. Make sure to complete the readings or you won't know what's going on. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2022-11-28 21:44:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2c31e8f29254edb6942865ea\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2OTAzNjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Professor Edmonds provides many additional opportunities for success for her students and ensures students understand course material before essays and exams. I recommend this class for those looking for an intellectually challenging class and an open discussion. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2022-12-08 03:00:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6f781fe2df63bfa4354932d4\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MDIxNDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Dr. Edmonds is very knowledgeable and encourages good discussions. She has relatively high standards and challenges her students but is also open to criticism and is flexible with students' needs. She can be blunt at times so she's defiantly not for everyone but once you get her vibe she is quite enjoyable and funny. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2022-12-08 22:47:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"fdabac0ec024aed17b908df1\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MDM4NjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Professor Edmonds was a very interesting lecturer and had 2 extra-credit opportunities during the semester which are few and far between at UW-Madison. Lectures were fairly interesting, and Prof. Edmonds' personality made the class even more enjoyable.\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-05-05 21:14:27 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"db4e017a48c9fe957ee1f5b0\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM5MzcwNjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Dr. Edmonds is very knowledgable about the content. She goes over exactly what happens in the chapters you were supposed to read. She gets frustrated when nobody participates and makes comments to the TA frequently to talk to us about that. She is a tough grader, especially when she knew our class was mostly all taking it for the ethnicity credit. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-07-04 15:27:40 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f74bf700035ec7ea17ad423\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM5NjA5MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"I LOVE LITERATURE AND THIS CLASS IS HELL.She claims that the class reflects the students participation but we participated a lot and we still got scolded daily. Any opinion or thought you share she will invalidate by mocking you. She claims that this is just what college is-false-my other professors are so much better. DO NOT TAKE THIS CLASS PLZ!!!\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-10-15 18:09:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fee217da8ecadee8298f8df5\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5ODE1ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Rather than fostering open discussions, Dr. Edmonds shut down and openly mocked students ideas with which she didn't agree. The stress caused by this class was not worth anything I may have otherwise taken away from it. Her feedback on essays was inconsistent and unclear, even when I went to office hours.\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-12-27 03:39:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"badf36a73f5c79561df9f015\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNDQzMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"}],\"evidence_count\":12,\"review_ids\":[\"13509c57ebafb72c2171f59b\",\"e3bf48bc0f9c6b7f31bbeec9\",\"9691c2e3ca75cd414bfc717b\",\"ebef092d996128ae57b34c7f\",\"789610b1802fa902b5301f48\",\"2c31e8f29254edb6942865ea\",\"6f781fe2df63bfa4354932d4\",\"fdabac0ec024aed17b908df1\",\"db4e017a48c9fe957ee1f5b0\",\"6f74bf700035ec7ea17ad423\",\"fee217da8ecadee8298f8df5\",\"badf36a73f5c79561df9f015\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2714621\",\"name\":\"Brittney Edmonds\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Students report a wide range of experiences with Dr. Edmonds' teaching style, from engaging and humorous to combative and dismissive.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Edmonds was a fun professor to have. She has a fun, dry sense of humor which made her class one of my favorites freshman year. Her feedback is pretty honest, so if you can't handle criticism she's probably not for you. She listens to student's feedback about tests. Make sure to complete the readings or you won't know what's going on. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2022-11-28 21:44:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2c31e8f29254edb6942865ea\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2OTAzNjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Professor Edmonds provides many additional opportunities for success for her students and ensures students understand course material before essays and exams. I recommend this class for those looking for an intellectually challenging class and an open discussion. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2022-12-08 03:00:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6f781fe2df63bfa4354932d4\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MDIxNDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Dr. Edmonds is very knowledgeable and encourages good discussions. She has relatively high standards and challenges her students but is also open to criticism and is flexible with students' needs. She can be blunt at times so she's defiantly not for everyone but once you get her vibe she is quite enjoyable and funny. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2022-12-08 22:47:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"fdabac0ec024aed17b908df1\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MDM4NjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Dr. Edmonds is very knowledgable about the content. She goes over exactly what happens in the chapters you were supposed to read. She gets frustrated when nobody participates and makes comments to the TA frequently to talk to us about that. She is a tough grader, especially when she knew our class was mostly all taking it for the ethnicity credit. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-07-04 15:27:40 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f74bf700035ec7ea17ad423\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM5NjA5MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Rather than fostering open discussions, Dr. Edmonds shut down and openly mocked students ideas with which she didn't agree. The stress caused by this class was not worth anything I may have otherwise taken away from it. Her feedback on essays was inconsistent and unclear, even when I went to office hours.\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-12-27 03:39:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"badf36a73f5c79561df9f015\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNDQzMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"}],\"evidence_count\":5,\"review_ids\":[\"2c31e8f29254edb6942865ea\",\"6f781fe2df63bfa4354932d4\",\"fdabac0ec024aed17b908df1\",\"6f74bf700035ec7ea17ad423\",\"badf36a73f5c79561df9f015\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2714621\",\"name\":\"Brittney Edmonds\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"Feedback on grading and assessment is inconsistent, with some finding her honest and flexible, while others describe her as a tough grader with unclear feedback.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I initially had high hopes for Edmonds, but she made the course a little unbearable. Sometimes we had great discussions, but she had a habit of scolding the whole room, which made things tense and uncomfortable most of the time. The work is manageable but disorganized. She's not a harsh grader. Overall, she doesn't seem to care for her students :/\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-12-02 21:17:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e3bf48bc0f9c6b7f31bbeec9\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1MzUxMzg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Tbh I didn't like Edmonds much at the start but she really grew on me throughout the semester. She's passionate ab what she teaches but can be forceful &amp; pushy w/ her opinions often. The class was very engaging &amp; all the material we went over was interesting &amp; opened my perspective on many topics. Don't take it if ur easily offended tho..\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-12-14 22:37:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"789610b1802fa902b5301f48\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1NTI1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Dr. Edmonds is very knowledgable about the content. She goes over exactly what happens in the chapters you were supposed to read. She gets frustrated when nobody participates and makes comments to the TA frequently to talk to us about that. She is a tough grader, especially when she knew our class was mostly all taking it for the ethnicity credit. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-07-04 15:27:40 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f74bf700035ec7ea17ad423\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM5NjA5MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"I LOVE LITERATURE AND THIS CLASS IS HELL.She claims that the class reflects the students participation but we participated a lot and we still got scolded daily. Any opinion or thought you share she will invalidate by mocking you. She claims that this is just what college is-false-my other professors are so much better. DO NOT TAKE THIS CLASS PLZ!!!\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-10-15 18:09:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fee217da8ecadee8298f8df5\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5ODE1ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"}],\"evidence_count\":4,\"review_ids\":[\"e3bf48bc0f9c6b7f31bbeec9\",\"789610b1802fa902b5301f48\",\"6f74bf700035ec7ea17ad423\",\"fee217da8ecadee8298f8df5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2714621\",\"name\":\"Brittney Edmonds\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Workload difficulty varies by student perception, with some finding it manageable and others finding it challenging, particularly regarding participation requirements.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d3096c5f4cffda16ed1444fa","course_id":"AFROAMER/GEN&WS 222","catalog_version_id":"8a915868bfb3a3cb46f8de44b4c5d0cad27866bd4be5af0536b55d5aa3e84498","record_version_id":"25674aabda81d8ea228031fe6a088388abd297fcc0926796c456b45521d360ff","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2ff53869c088754a74df937c8fe789463ae150f14f88f9a246bd2fc605af403d","section":"requirements","status":"valid","value_json":"{\"nodes\":[],\"notes\":[],\"root\":null,\"status\":\"none\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d3096c5f4cffda16ed1444fa","course_id":"AFROAMER/GEN&WS 222","catalog_version_id":"8a915868bfb3a3cb46f8de44b4c5d0cad27866bd4be5af0536b55d5aa3e84498","record_version_id":"25674aabda81d8ea228031fe6a088388abd297fcc0926796c456b45521d360ff","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2ff53869c088754a74df937c8fe789463ae150f14f88f9a246bd2fc605af403d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"Afro-American women writers 19th 20th century\",\"Black women literature fiction autobiography\",\"AFROAMER GEN&WS 222 introduction\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"AFROAMER/GEN&WS 222\",\"field\":\"description\",\"quote\":\"An introduction to the writings of Afro-American women from the nineteenth to the twentieth century.\"}],\"text\":\"Introduction to Afro-American women's writings from the 19th to 20th century, covering fiction, autobiography, prose, and poetry.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"AFROAMER/GEN&WS 222\",\"field\":\"description\",\"quote\":\"Fiction, autobiography, non-fiction prose, and poetry will be read and discussed.\"}],\"text\":\"Fiction, autobiography, non-fiction prose, and poetry\"},{\"evidence\":[{\"course_id\":\"AFROAMER/GEN&WS 222\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO BLACK WOMEN WRITERS\"}],\"text\":\"Black women writers\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d3096c5f4cffda16ed1444fa","course_id":"AFROAMER/GEN&WS 222","catalog_version_id":"8a915868bfb3a3cb46f8de44b4c5d0cad27866bd4be5af0536b55d5aa3e84498","record_version_id":"25674aabda81d8ea228031fe6a088388abd297fcc0926796c456b45521d360ff","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2ff53869c088754a74df937c8fe789463ae150f14f88f9a246bd2fc605af403d","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"She is the rudest professor I have ever heard of. She scolds classes like youre in elementary school and will personally victimize you if you dont participate in class. She also hates the internet so keep that in mind. Try to avoid her classes if possible.\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-09-29 20:53:01 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"13509c57ebafb72c2171f59b\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1MDk0OTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"I initially had high hopes for Edmonds, but she made the course a little unbearable. Sometimes we had great discussions, but she had a habit of scolding the whole room, which made things tense and uncomfortable most of the time. The work is manageable but disorganized. She's not a harsh grader. Overall, she doesn't seem to care for her students :/\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-12-02 21:17:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e3bf48bc0f9c6b7f31bbeec9\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1MzUxMzg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Edmonds made clear nearly every class that she did not want to be there. Some days there would be really great discussions and you'd find yourself finally connecting with her, but then there were days she was combative and got angry for no reason. Overall, she felt above teaching an introductory course and had very limited views about our ideas.\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-12-07 03:49:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9691c2e3ca75cd414bfc717b\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1Mzk0MTMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Edmonds is just unnecessarily rude all the time. She gets mad when people don't participate even when she doesn't give you a chance to in the first place. She's passionate about the books, but she is very set in her opinions about them so it is hard to gain anything from the class because of that.\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-12-07 18:33:55 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ebef092d996128ae57b34c7f\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NDAxMDAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Tbh I didn't like Edmonds much at the start but she really grew on me throughout the semester. She's passionate ab what she teaches but can be forceful &amp; pushy w/ her opinions often. The class was very engaging &amp; all the material we went over was interesting &amp; opened my perspective on many topics. Don't take it if ur easily offended tho..\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-12-14 22:37:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"789610b1802fa902b5301f48\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1NTI1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Edmonds was a fun professor to have. She has a fun, dry sense of humor which made her class one of my favorites freshman year. Her feedback is pretty honest, so if you can't handle criticism she's probably not for you. She listens to student's feedback about tests. Make sure to complete the readings or you won't know what's going on. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2022-11-28 21:44:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2c31e8f29254edb6942865ea\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2OTAzNjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Professor Edmonds provides many additional opportunities for success for her students and ensures students understand course material before essays and exams. I recommend this class for those looking for an intellectually challenging class and an open discussion. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2022-12-08 03:00:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6f781fe2df63bfa4354932d4\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MDIxNDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Dr. Edmonds is very knowledgeable and encourages good discussions. She has relatively high standards and challenges her students but is also open to criticism and is flexible with students' needs. She can be blunt at times so she's defiantly not for everyone but once you get her vibe she is quite enjoyable and funny. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2022-12-08 22:47:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"fdabac0ec024aed17b908df1\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MDM4NjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Professor Edmonds was a very interesting lecturer and had 2 extra-credit opportunities during the semester which are few and far between at UW-Madison. Lectures were fairly interesting, and Prof. Edmonds' personality made the class even more enjoyable.\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-05-05 21:14:27 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"db4e017a48c9fe957ee1f5b0\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM5MzcwNjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Dr. Edmonds is very knowledgable about the content. She goes over exactly what happens in the chapters you were supposed to read. She gets frustrated when nobody participates and makes comments to the TA frequently to talk to us about that. She is a tough grader, especially when she knew our class was mostly all taking it for the ethnicity credit. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-07-04 15:27:40 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f74bf700035ec7ea17ad423\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM5NjA5MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"I LOVE LITERATURE AND THIS CLASS IS HELL.She claims that the class reflects the students participation but we participated a lot and we still got scolded daily. Any opinion or thought you share she will invalidate by mocking you. She claims that this is just what college is-false-my other professors are so much better. DO NOT TAKE THIS CLASS PLZ!!!\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-10-15 18:09:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fee217da8ecadee8298f8df5\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5ODE1ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Rather than fostering open discussions, Dr. Edmonds shut down and openly mocked students ideas with which she didn't agree. The stress caused by this class was not worth anything I may have otherwise taken away from it. Her feedback on essays was inconsistent and unclear, even when I went to office hours.\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-12-27 03:39:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"badf36a73f5c79561df9f015\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNDQzMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"}],\"evidence_count\":12,\"review_ids\":[\"13509c57ebafb72c2171f59b\",\"e3bf48bc0f9c6b7f31bbeec9\",\"9691c2e3ca75cd414bfc717b\",\"ebef092d996128ae57b34c7f\",\"789610b1802fa902b5301f48\",\"2c31e8f29254edb6942865ea\",\"6f781fe2df63bfa4354932d4\",\"fdabac0ec024aed17b908df1\",\"db4e017a48c9fe957ee1f5b0\",\"6f74bf700035ec7ea17ad423\",\"fee217da8ecadee8298f8df5\",\"badf36a73f5c79561df9f015\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2714621\",\"name\":\"Brittney Edmonds\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Students report a wide range of experiences with Dr. Edmonds' teaching style, from engaging and humorous to combative and dismissive.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Edmonds was a fun professor to have. She has a fun, dry sense of humor which made her class one of my favorites freshman year. Her feedback is pretty honest, so if you can't handle criticism she's probably not for you. She listens to student's feedback about tests. Make sure to complete the readings or you won't know what's going on. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2022-11-28 21:44:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2c31e8f29254edb6942865ea\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2OTAzNjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Professor Edmonds provides many additional opportunities for success for her students and ensures students understand course material before essays and exams. I recommend this class for those looking for an intellectually challenging class and an open discussion. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2022-12-08 03:00:13 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"6f781fe2df63bfa4354932d4\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MDIxNDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Dr. Edmonds is very knowledgeable and encourages good discussions. She has relatively high standards and challenges her students but is also open to criticism and is flexible with students' needs. She can be blunt at times so she's defiantly not for everyone but once you get her vibe she is quite enjoyable and funny. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2022-12-08 22:47:09 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"fdabac0ec024aed17b908df1\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MDM4NjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Dr. Edmonds is very knowledgable about the content. She goes over exactly what happens in the chapters you were supposed to read. She gets frustrated when nobody participates and makes comments to the TA frequently to talk to us about that. She is a tough grader, especially when she knew our class was mostly all taking it for the ethnicity credit. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-07-04 15:27:40 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f74bf700035ec7ea17ad423\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM5NjA5MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Rather than fostering open discussions, Dr. Edmonds shut down and openly mocked students ideas with which she didn't agree. The stress caused by this class was not worth anything I may have otherwise taken away from it. Her feedback on essays was inconsistent and unclear, even when I went to office hours.\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-12-27 03:39:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"badf36a73f5c79561df9f015\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQwNDQzMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"}],\"evidence_count\":5,\"review_ids\":[\"2c31e8f29254edb6942865ea\",\"6f781fe2df63bfa4354932d4\",\"fdabac0ec024aed17b908df1\",\"6f74bf700035ec7ea17ad423\",\"badf36a73f5c79561df9f015\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2714621\",\"name\":\"Brittney Edmonds\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2022\"},\"sentiment\":\"mixed\",\"summary\":\"Feedback on grading and assessment is inconsistent, with some finding her honest and flexible, while others describe her as a tough grader with unclear feedback.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"I initially had high hopes for Edmonds, but she made the course a little unbearable. Sometimes we had great discussions, but she had a habit of scolding the whole room, which made things tense and uncomfortable most of the time. The work is manageable but disorganized. She's not a harsh grader. Overall, she doesn't seem to care for her students :/\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-12-02 21:17:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"e3bf48bc0f9c6b7f31bbeec9\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1MzUxMzg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Tbh I didn't like Edmonds much at the start but she really grew on me throughout the semester. She's passionate ab what she teaches but can be forceful &amp; pushy w/ her opinions often. The class was very engaging &amp; all the material we went over was interesting &amp; opened my perspective on many topics. Don't take it if ur easily offended tho..\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2021-12-14 22:37:23 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"789610b1802fa902b5301f48\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM1NTI1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"Dr. Edmonds is very knowledgable about the content. She goes over exactly what happens in the chapters you were supposed to read. She gets frustrated when nobody participates and makes comments to the TA frequently to talk to us about that. She is a tough grader, especially when she knew our class was mostly all taking it for the ethnicity credit. \",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-07-04 15:27:40 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"6f74bf700035ec7ea17ad423\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM5NjA5MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"},{\"comment\":\"I LOVE LITERATURE AND THIS CLASS IS HELL.She claims that the class reflects the students participation but we participated a lot and we still got scolded daily. Any opinion or thought you share she will invalidate by mocking you. She claims that this is just what college is-false-my other professors are so much better. DO NOT TAKE THIS CLASS PLZ!!!\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"date\":\"2024-10-15 18:09:11 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"fee217da8ecadee8298f8df5\",\"instructor_id\":\"rmp:2714621\",\"instructor_name\":\"Brittney Edmonds\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5ODE1ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\"}],\"evidence_count\":4,\"review_ids\":[\"e3bf48bc0f9c6b7f31bbeec9\",\"789610b1802fa902b5301f48\",\"6f74bf700035ec7ea17ad423\",\"fee217da8ecadee8298f8df5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2714621\",\"name\":\"Brittney Edmonds\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"Workload difficulty varies by student perception, with some finding it manageable and others finding it challenging, particularly regarding participation requirements.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d3096c5f4cffda16ed1444fa","course_id":"AFROAMER/GEN&WS 222","catalog_version_id":"8a915868bfb3a3cb46f8de44b4c5d0cad27866bd4be5af0536b55d5aa3e84498","record_version_id":"25674aabda81d8ea228031fe6a088388abd297fcc0926796c456b45521d360ff","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2ff53869c088754a74df937c8fe789463ae150f14f88f9a246bd2fc605af403d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"857ee704507d6ddb577235d95353e3effa3c445f3158b9ceb1c37db4064953c6\",\"course_id\":\"AFROAMER/GEN&WS 222\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-12-02 21:17:03 +0000 UTC\",\"review_id\":\"e3bf48bc0f9c6b7f31bbeec9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1MzUxMzg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2024-07-04 15:27:40 +0000 UTC\",\"review_id\":\"6f74bf700035ec7ea17ad423\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM5NjA5MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2024-10-15 18:09:11 +0000 UTC\",\"review_id\":\"fee217da8ecadee8298f8df5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM5ODE1ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2024-12-27 03:39:03 +0000 UTC\",\"review_id\":\"badf36a73f5c79561df9f015\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTQwNDQzMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"}],\"text\":\"Historical reviews of Brittney Edmonds: Workload descriptions vary, with some calling it manageable and others citing high standards and tough grading. Students report inconsistent essay feedback and stress related to participation expectations.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-09-29 20:53:01 +0000 UTC\",\"review_id\":\"13509c57ebafb72c2171f59b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1MDk0OTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-12-02 21:17:03 +0000 UTC\",\"review_id\":\"e3bf48bc0f9c6b7f31bbeec9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1MzUxMzg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-12-07 03:49:13 +0000 UTC\",\"review_id\":\"9691c2e3ca75cd414bfc717b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1Mzk0MTMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-12-07 18:33:55 +0000 UTC\",\"review_id\":\"ebef092d996128ae57b34c7f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1NDAxMDAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-12-14 22:37:23 +0000 UTC\",\"review_id\":\"789610b1802fa902b5301f48\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1NTI1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2022-11-28 21:44:24 +0000 UTC\",\"review_id\":\"2c31e8f29254edb6942865ea\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM2OTAzNjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2022-12-08 03:00:13 +0000 UTC\",\"review_id\":\"6f781fe2df63bfa4354932d4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM3MDIxNDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2022-12-08 22:47:09 +0000 UTC\",\"review_id\":\"fdabac0ec024aed17b908df1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM3MDM4NjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2024-05-05 21:14:27 +0000 UTC\",\"review_id\":\"db4e017a48c9fe957ee1f5b0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM5MzcwNjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2024-07-04 15:27:40 +0000 UTC\",\"review_id\":\"6f74bf700035ec7ea17ad423\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM5NjA5MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"}],\"text\":\"Historical reviews of Brittney Edmonds: Brittney Edmonds is described as passionate and knowledgeable, with engaging lectures and discussions. However, reviews are polarized; some find her forceful opinions and blunt style off-putting, while others appreciate her humor and intellectual challenge. She is noted for providing extra credit and ensuring material understanding.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-09-29 20:53:01 +0000 UTC\",\"review_id\":\"13509c57ebafb72c2171f59b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1MDk0OTg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-12-02 21:17:03 +0000 UTC\",\"review_id\":\"e3bf48bc0f9c6b7f31bbeec9\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1MzUxMzg2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-12-07 03:49:13 +0000 UTC\",\"review_id\":\"9691c2e3ca75cd414bfc717b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1Mzk0MTMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-12-07 18:33:55 +0000 UTC\",\"review_id\":\"ebef092d996128ae57b34c7f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1NDAxMDAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-12-14 22:37:23 +0000 UTC\",\"review_id\":\"789610b1802fa902b5301f48\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1NTI1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2022-11-28 21:44:24 +0000 UTC\",\"review_id\":\"2c31e8f29254edb6942865ea\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM2OTAzNjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2022-12-08 03:00:13 +0000 UTC\",\"review_id\":\"6f781fe2df63bfa4354932d4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM3MDIxNDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2022-12-08 22:47:09 +0000 UTC\",\"review_id\":\"fdabac0ec024aed17b908df1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM3MDM4NjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2024-05-05 21:14:27 +0000 UTC\",\"review_id\":\"db4e017a48c9fe957ee1f5b0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM5MzcwNjEy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2024-07-04 15:27:40 +0000 UTC\",\"review_id\":\"6f74bf700035ec7ea17ad423\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM5NjA5MDgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"}],\"text\":\"Historical reviews for Brittney Edmonds describe a polarizing instructor who is either passionate and engaging or rude and combative. Students report that her teaching style can be forceful, blunt, or dismissive, creating a tense classroom environment for some while others found her humorous and intellectually stimulating.\"},{\"citations\":[{\"course_id\":\"AFROAMER/GEN&WS 222\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"AFROAMER/GEN&WS 222\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"AFROAMER/GEN&WS 222\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2023: 3.46 GPA, 75.0% A/AB (n=28 letter grades); Spring 2024: 3.51 GPA, 71.2% A/AB (n=73 letter grades); Fall 2024: 3.28 GPA, 50.0% A/AB (n=18 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-12-07 03:49:13 +0000 UTC\",\"review_id\":\"9691c2e3ca75cd414bfc717b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1Mzk0MTMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2021-12-14 22:37:23 +0000 UTC\",\"review_id\":\"789610b1802fa902b5301f48\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM1NTI1Mjcw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2022-11-28 21:44:24 +0000 UTC\",\"review_id\":\"2c31e8f29254edb6942865ea\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM2OTAzNjM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2022-12-08 03:00:13 +0000 UTC\",\"review_id\":\"6f781fe2df63bfa4354932d4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM3MDIxNDMx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2022-12-08 22:47:09 +0000 UTC\",\"review_id\":\"fdabac0ec024aed17b908df1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM3MDM4NjI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2024-10-15 18:09:11 +0000 UTC\",\"review_id\":\"fee217da8ecadee8298f8df5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTM5ODE1ODA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"},{\"instructor_name\":\"Brittney Edmonds\",\"review_date\":\"2024-12-27 03:39:03 +0000 UTC\",\"review_id\":\"badf36a73f5c79561df9f015\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2714621\",\"source_review_id\":\"UmF0aW5nLTQwNDQzMzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2714621\",\"type\":\"review\"}],\"text\":\"Historical reviews of Brittney Edmonds: Student experiences diverge sharply regarding classroom dynamics. Some found the class engaging and appreciated her knowledge, while others reported being mocked, scolded, or having their ideas invalidated. Several students advised avoiding the course due to the stressful and uncomfortable atmosphere.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"AFROAMER/GEN&WS 222\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"source_record\":{\"entity_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"AFROAMER/GEN&WS 222\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"source_record\":{\"entity_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"AFROAMER/GEN&WS 222\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"source_record\":{\"entity_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"AFROAMER/GEN&WS 222\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"source_record\":{\"entity_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"AFROAMER/GEN&WS 222\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"source_record\":{\"entity_id\":\"857ee218-94ea-348f-ace8-81d1b14610bb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"BRITTNEY EDMONDS is recorded teaching in Fall 2020, Fall 2021, Fall 2022, Spring 2024, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]