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If you work hard and go into office hours a B is attainable.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-08-14 11:13:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ed2b93e4dbd031d9ffc2226b\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NzQxNjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Lots of work and time required.  I loved chemistry before this class.\",\"course_id\":\"CHEM 329\",\"date\":\"2011-01-11 02:47:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e698c5902c6bf91586eca20d\",\"instructor_id\":\"rmp:638529\",\"instructor_name\":\"Linda Zelewski\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE4MTE4MDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\"},{\"comment\":\"Nice lady. Terrible project lab that takes up 90% of your life and has little to do the rest of the course. Homework can be time consuming. The concepts and material for the class are easy. The ridiculous amount of \\\"busy\\\" work reduces time that can be spent on any other class.\",\"course_id\":\"CHEM 329\",\"date\":\"2012-07-26 20:37:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d9faf2e3269d2cf8625f7c5f\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIwNTIwOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Prof Zelewski isn't the worst lecturer. She definitely knows her stuff and does a good job of getting the information out in lecture. The lecture problems are also very helpful in that they get concepts out there and can help teach them. Her tests are very difficult but partial credit is offered. Her lectures are a bit disorganized at times too.\",\"course_id\":\"CHEM 329\",\"date\":\"2016-04-14 14:11:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9f7a9c544cb0d84d3d664712\",\"instructor_id\":\"rmp:638529\",\"instructor_name\":\"Linda Zelewski\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2Mjk3Njc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\"},{\"comment\":\"Dr. Khalafi is a great professor. She uses the whiteboard during lectures to write out problems instead of just using slides. The class overall is a lot of work, but the group project is fun and the homework is helpful for understanding material. The exams are fair. She's very helpful if you need to meet outside of class, and you can tell she cares\",\"course_id\":\"CHEM 329\",\"date\":\"2019-05-12 16:01:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8df218ea450ef58b8f83860d\",\"instructor_id\":\"rmp:2492821\",\"instructor_name\":\"Lida Khalafi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxODUwNTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2492821\"}],\"evidence_count\":7,\"review_ids\":[\"552aa6a3451a9e96a369d395\",\"b091fe33f43727d9cd8b2c6c\",\"ed2b93e4dbd031d9ffc2226b\",\"e698c5902c6bf91586eca20d\",\"d9faf2e3269d2cf8625f7c5f\",\"9f7a9c544cb0d84d3d664712\",\"8df218ea450ef58b8f83860d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2492821\",\"name\":\"Lida Khalafi\"},{\"id\":\"rmp:414685\",\"name\":\"Edwin Sibert\"},{\"id\":\"rmp:638529\",\"name\":\"Linda Zelewski\"},{\"id\":\"rmp:968436\",\"name\":\"Jeanne Hamers\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2004\"},\"sentiment\":\"negative\",\"summary\":\"The course is consistently described as having a heavy workload, with time-consuming homework, long exams, and a significant lab component.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This guy is straight up hilarious! He is probably the best lecturer i have had, even though others would say "what the hell?" His class is hard, after all, it is ANALytical chemistry. He is very willing to help students out (he saved my groups ass on our project for the honors section), very great guy.\",\"course_id\":\"CHEM 329\",\"date\":\"2006-06-12 13:14:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"38fdbc0814f025c9a91522fe\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExOTk2ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"I surprised at all of the bad ratings.  He's not a bad professor.  I would say that lecture is mandatory because his tests are based entirely on lecture material.  If you listen to lecture you will do well, he doesn't try to trick you with obscure questions not discussed like past chemistry professors I have had.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-12-13 17:21:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1058902c80bdea04842730a5\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MTg1MDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"Good and clear lectures, very personable and approchable during office hours. Homework is as hard as the tests so you will be very prepared.\",\"course_id\":\"CHEM 329\",\"date\":\"2009-08-30 11:22:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f7062fee08b0edc723a238a3\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2MTYxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Only teaches because its required for his job. Fairly hostile to students. Used last years exam when half the class was given it it section, completely unorganized and confused. If you get stuck with him make sure to get previous years final, he said he was going to use it again.\",\"course_id\":\"CHEM 329\",\"date\":\"2009-12-29 17:44:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"38f12613e2e035a825f0aad5\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE2NjU1MDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"No need to use the book. I felt that what he taught was not necessarily Analytical Chemistry. We learned little to no mathematical calculations and   exams were ridiculous. He is a researcher first and a professor only because he has to be. Very unapproachable and focused on his own research in class rather than material.\",\"course_id\":\"CHEM 329\",\"date\":\"2010-05-13 21:20:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e20468db47a4439681a1f4ef\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE3MTk3NTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"Her lectures and lecture notes are reasonably clear. She follows the textbook almost word for word, so the best way to get a good grade is to read the book and do practice problems at the end of chapters. Weekly homework assignments are end of chapter problems for a completion grade, solutions available in the book, the solutions manual or on chegg\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 16:31:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"51140bcb5df13b60855e6135\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAyNTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"She is one of the most amazing lecturers I have had, and I would highly recommend taking any class taught by her as she makes everything crystal clear in terms of expectations. On top of that, she is hilarious! She puts a lot of work into teaching and expects her students to reciprocate that, which makes for a fantastic professor.\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 18:19:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2821d86a9ede0f38bc842e14\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Its a disorganised course . He is an awesome researcher but not a great lecturer. Youre gonna have to work hard.\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-11 11:08:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a93cc91178f738906699b5c0\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMDcwNjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"Lecture is confusing even for Prof Wright. He gets confused by his own examples often. Concepts "learned" in lecture have little to no application for the lab. Homework has to be coded in Python, which is not explained properly, homework problems are riddled with mistakes (homework is pretty easy once you get it though, and you grade it yourself.)\",\"course_id\":\"CHEM 329\",\"date\":\"2019-04-09 02:36:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"10da9108b54779fbdce908f6\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxNTU0MjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Dr. Wright is a nice person, but he does not explain the concepts well. A lot of the information you have to ask for help from the TAs to understand or you need to figure out yourself. The labs do not align with the lecture material at all. The homework is difficult because you can't understand the lecture. You need a good TA.\",\"course_id\":\"CHEM 329\",\"date\":\"2020-09-12 14:35:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7f5c0dd54989d33babd35657\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzNjQxNTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Dr. Choi is very passionate about chemistry and gives great lectures. There is a textbook for the class, but exams are written based almost entirely off of homework and lecture slides. There is a large project lab for the class, which is poorly designed and incredibly confusing. People say it is an easy grade, but I found it was graded harshly. \",\"course_id\":\"CHEM 329\",\"date\":\"2023-05-15 16:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"19065910dcacf878ffbec5bb\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Lectures can be boring but everything he covers in class is on the slides (which are very helpful) and is clear about what will be on exams as homework is similar to exams. He is amazing and helpful in office hours. Class is very lab heavy so exams do not matter as much which is really helpful. Going to class is very necessary to do well on exams.\",\"course_id\":\"CHEM 329\",\"date\":\"2024-01-08 19:28:00 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef11a1ee9b5e4ca3e494bb5e\",\"instructor_id\":\"rmp:1889449\",\"instructor_name\":\"Robert Hamers\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4ODQ5MzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\"},{\"comment\":\"His lectures are bad. Doesnt post slides beforehand, barely explains anything, sometimes shows you his written notes with his bad handwriting and then doesn't explain anything. Constantly shows you AI google searches and uses that to explain things. On our 1st exam our avg was 45 and he called us STUPID & said it was bc we were using AI for our hw\",\"course_id\":\"CHEM 329\",\"date\":\"2025-12-04 15:23:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"6bb5a56fec13dc65c8aac94b\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMDMyNzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"},{\"comment\":\"The worst lecturer.\",\"course_id\":\"CHEM 329\",\"date\":\"2025-12-18 22:56:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5dbda35306bbb1181db589d0\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzM2OTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"},{\"comment\":\"No information was gained from the lectures. Extremely tough (almost unfair) grading all throughout the semester, especially the final presentation. Test questions are difficult to decipher what you're actually supposed to know. He uses AI in lectures, but him and Dr. B would have freaked out if any student ever used it.\",\"course_id\":\"CHEM 329\",\"date\":\"2026-05-07 03:49:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ccda3f2d17424a5fce0d0965\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"}],\"evidence_count\":15,\"review_ids\":[\"38fdbc0814f025c9a91522fe\",\"1058902c80bdea04842730a5\",\"f7062fee08b0edc723a238a3\",\"38f12613e2e035a825f0aad5\",\"e20468db47a4439681a1f4ef\",\"51140bcb5df13b60855e6135\",\"2821d86a9ede0f38bc842e14\",\"a93cc91178f738906699b5c0\",\"10da9108b54779fbdce908f6\",\"7f5c0dd54989d33babd35657\",\"19065910dcacf878ffbec5bb\",\"ef11a1ee9b5e4ca3e494bb5e\",\"6bb5a56fec13dc65c8aac94b\",\"5dbda35306bbb1181db589d0\",\"ccda3f2d17424a5fce0d0965\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1215728\",\"name\":\"John Wright\"},{\"id\":\"rmp:1889449\",\"name\":\"Robert Hamers\"},{\"id\":\"rmp:1902841\",\"name\":\"Kyoung-Shin Choi\"},{\"id\":\"rmp:3133498\",\"name\":\"Lloyd Smith\"},{\"id\":\"rmp:506714\",\"name\":\"Song Jin\"},{\"id\":\"rmp:925714\",\"name\":\"Joshua Coon\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for clear explanations and helpfulness, while others are criticized for disorganized lectures and poor communication.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The class is very hard. Understanding the material is very difficult, and the honor's project is even worse. Exams impossible, but all have big curves. Lectures are very fast and difficult to follow. Labs are helpful. Overall, the class is graded fairly.\",\"course_id\":\"CHEM 329\",\"date\":\"2004-05-25 15:46:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"552aa6a3451a9e96a369d395\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxODU2NjE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"Very nice and understanding. Material is hard, tests are hard, but the curve is fair.\",\"course_id\":\"CHEM 329\",\"date\":\"2005-05-02 20:42:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e290fd34463873cfbf6eeb3f\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3NjU3MDg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"Class is hard and time consuming. Lot of homework. Exams usually make you run out of time. But Dr. Hamers would do anything to help you out. She extends her office hours as much as possible. She immediately answers every single email questions. And she visits labs often to help students. She tries her best so if you do also you can get an A.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-04-11 23:45:14 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b091fe33f43727d9cd8b2c6c\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0MjgwMDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Great professor, nicest person ever.  329 is a very difficult class, long homeworks, two lab reports a week, and exams are pretty difficult.  If you work hard and go into office hours a B is attainable.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-08-14 11:13:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ed2b93e4dbd031d9ffc2226b\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NzQxNjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"I surprised at all of the bad ratings.  He's not a bad professor.  I would say that lecture is mandatory because his tests are based entirely on lecture material.  If you listen to lecture you will do well, he doesn't try to trick you with obscure questions not discussed like past chemistry professors I have had.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-12-13 17:21:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1058902c80bdea04842730a5\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MTg1MDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"Good and clear lectures, very personable and approchable during office hours. Homework is as hard as the tests so you will be very prepared.\",\"course_id\":\"CHEM 329\",\"date\":\"2009-08-30 11:22:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f7062fee08b0edc723a238a3\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2MTYxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Really nice guy and explains things well in lecture. Exams are really fair and just like the homework & book problems. The class is a lot of work, but it's pretty easy to pull of decent grade with the lenient grading scale. It's not as bad as everyone says. The average gpa in the class was 3.37, so around a B/AB range.\",\"course_id\":\"CHEM 329\",\"date\":\"2011-05-14 03:03:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"041e22a96735e7feccf6aafa\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4NTk5OTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"Prof Zelewski isn't the worst lecturer. She definitely knows her stuff and does a good job of getting the information out in lecture. The lecture problems are also very helpful in that they get concepts out there and can help teach them. Her tests are very difficult but partial credit is offered. Her lectures are a bit disorganized at times too.\",\"course_id\":\"CHEM 329\",\"date\":\"2016-04-14 14:11:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9f7a9c544cb0d84d3d664712\",\"instructor_id\":\"rmp:638529\",\"instructor_name\":\"Linda Zelewski\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2Mjk3Njc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\"},{\"comment\":\"His tests were extremely fair, with most of the questions being variations of the practice exams and past homework. If you do all of the homework and the past exams, you will do fine on the exams. He is late on giving out homework assignments, though.\",\"course_id\":\"CHEM 329\",\"date\":\"2017-01-02 11:46:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b2497a25d12ac853367add20\",\"instructor_id\":\"rmp:1889449\",\"instructor_name\":\"Robert Hamers\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjU1NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\"},{\"comment\":\"Samad was very nervous and it was obvious that this was his first course. He was not helpful when I attended office hours and graded textbook homework really hard. Invest in the solutions guide. The exams are much easier than the homework/practice exams. If you read the text book and make sure you understand the pre lab before lab you will be fine.\",\"course_id\":\"CHEM 329\",\"date\":\"2017-07-03 13:12:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8c130380023267b9f9280195\",\"instructor_id\":\"rmp:2236147\",\"instructor_name\":\"Leith Samad\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4NTAzNjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236147\"},{\"comment\":\"Her lectures and lecture notes are reasonably clear. She follows the textbook almost word for word, so the best way to get a good grade is to read the book and do practice problems at the end of chapters. Weekly homework assignments are end of chapter problems for a completion grade, solutions available in the book, the solutions manual or on chegg\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 16:31:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"51140bcb5df13b60855e6135\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAyNTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"She is one of the most amazing lecturers I have had, and I would highly recommend taking any class taught by her as she makes everything crystal clear in terms of expectations. On top of that, she is hilarious! She puts a lot of work into teaching and expects her students to reciprocate that, which makes for a fantastic professor.\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 18:19:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2821d86a9ede0f38bc842e14\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Dr. Choi is very passionate about chemistry and gives great lectures. There is a textbook for the class, but exams are written based almost entirely off of homework and lecture slides. There is a large project lab for the class, which is poorly designed and incredibly confusing. People say it is an easy grade, but I found it was graded harshly. \",\"course_id\":\"CHEM 329\",\"date\":\"2023-05-15 16:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"19065910dcacf878ffbec5bb\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Lectures can be boring but everything he covers in class is on the slides (which are very helpful) and is clear about what will be on exams as homework is similar to exams. He is amazing and helpful in office hours. Class is very lab heavy so exams do not matter as much which is really helpful. Going to class is very necessary to do well on exams.\",\"course_id\":\"CHEM 329\",\"date\":\"2024-01-08 19:28:00 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef11a1ee9b5e4ca3e494bb5e\",\"instructor_id\":\"rmp:1889449\",\"instructor_name\":\"Robert Hamers\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4ODQ5MzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\"},{\"comment\":\"No information was gained from the lectures. Extremely tough (almost unfair) grading all throughout the semester, especially the final presentation. Test questions are difficult to decipher what you're actually supposed to know. He uses AI in lectures, but him and Dr. B would have freaked out if any student ever used it.\",\"course_id\":\"CHEM 329\",\"date\":\"2026-05-07 03:49:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ccda3f2d17424a5fce0d0965\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"}],\"evidence_count\":15,\"review_ids\":[\"552aa6a3451a9e96a369d395\",\"e290fd34463873cfbf6eeb3f\",\"b091fe33f43727d9cd8b2c6c\",\"ed2b93e4dbd031d9ffc2226b\",\"1058902c80bdea04842730a5\",\"f7062fee08b0edc723a238a3\",\"041e22a96735e7feccf6aafa\",\"9f7a9c544cb0d84d3d664712\",\"b2497a25d12ac853367add20\",\"8c130380023267b9f9280195\",\"51140bcb5df13b60855e6135\",\"2821d86a9ede0f38bc842e14\",\"19065910dcacf878ffbec5bb\",\"ef11a1ee9b5e4ca3e494bb5e\",\"ccda3f2d17424a5fce0d0965\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1215728\",\"name\":\"John Wright\"},{\"id\":\"rmp:1889449\",\"name\":\"Robert Hamers\"},{\"id\":\"rmp:1902841\",\"name\":\"Kyoung-Shin Choi\"},{\"id\":\"rmp:2236147\",\"name\":\"Leith Samad\"},{\"id\":\"rmp:3133498\",\"name\":\"Lloyd Smith\"},{\"id\":\"rmp:414685\",\"name\":\"Edwin Sibert\"},{\"id\":\"rmp:506714\",\"name\":\"Song Jin\"},{\"id\":\"rmp:638529\",\"name\":\"Linda Zelewski\"},{\"id\":\"rmp:925714\",\"name\":\"Joshua Coon\"},{\"id\":\"rmp:968436\",\"name\":\"Jeanne Hamers\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods include exams, homework, and a large project lab. Exams are often described as difficult or time-consuming, but some instructors provide fair grading and helpful practice materials.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The class is very hard. Understanding the material is very difficult, and the honor's project is even worse. Exams impossible, but all have big curves. Lectures are very fast and difficult to follow. Labs are helpful. Overall, the class is graded fairly.\",\"course_id\":\"CHEM 329\",\"date\":\"2004-05-25 15:46:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"552aa6a3451a9e96a369d395\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxODU2NjE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"This guy is straight up hilarious! He is probably the best lecturer i have had, even though others would say "what the hell?" His class is hard, after all, it is ANALytical chemistry. He is very willing to help students out (he saved my groups ass on our project for the honors section), very great guy.\",\"course_id\":\"CHEM 329\",\"date\":\"2006-06-12 13:14:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"38fdbc0814f025c9a91522fe\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExOTk2ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"Nice lady. Terrible project lab that takes up 90% of your life and has little to do the rest of the course. Homework can be time consuming. The concepts and material for the class are easy. The ridiculous amount of \\\"busy\\\" work reduces time that can be spent on any other class.\",\"course_id\":\"CHEM 329\",\"date\":\"2012-07-26 20:37:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d9faf2e3269d2cf8625f7c5f\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIwNTIwOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Dr. Khalafi is a great professor. She uses the whiteboard during lectures to write out problems instead of just using slides. The class overall is a lot of work, but the group project is fun and the homework is helpful for understanding material. The exams are fair. She's very helpful if you need to meet outside of class, and you can tell she cares\",\"course_id\":\"CHEM 329\",\"date\":\"2019-05-12 16:01:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8df218ea450ef58b8f83860d\",\"instructor_id\":\"rmp:2492821\",\"instructor_name\":\"Lida Khalafi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxODUwNTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2492821\"},{\"comment\":\"Dr. Choi is very passionate about chemistry and gives great lectures. There is a textbook for the class, but exams are written based almost entirely off of homework and lecture slides. There is a large project lab for the class, which is poorly designed and incredibly confusing. People say it is an easy grade, but I found it was graded harshly. \",\"course_id\":\"CHEM 329\",\"date\":\"2023-05-15 16:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"19065910dcacf878ffbec5bb\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"No information was gained from the lectures. Extremely tough (almost unfair) grading all throughout the semester, especially the final presentation. Test questions are difficult to decipher what you're actually supposed to know. He uses AI in lectures, but him and Dr. B would have freaked out if any student ever used it.\",\"course_id\":\"CHEM 329\",\"date\":\"2026-05-07 03:49:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ccda3f2d17424a5fce0d0965\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"}],\"evidence_count\":6,\"review_ids\":[\"552aa6a3451a9e96a369d395\",\"38fdbc0814f025c9a91522fe\",\"d9faf2e3269d2cf8625f7c5f\",\"8df218ea450ef58b8f83860d\",\"19065910dcacf878ffbec5bb\",\"ccda3f2d17424a5fce0d0965\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1902841\",\"name\":\"Kyoung-Shin Choi\"},{\"id\":\"rmp:2492821\",\"name\":\"Lida Khalafi\"},{\"id\":\"rmp:3133498\",\"name\":\"Lloyd Smith\"},{\"id\":\"rmp:414685\",\"name\":\"Edwin Sibert\"},{\"id\":\"rmp:506714\",\"name\":\"Song Jin\"},{\"id\":\"rmp:968436\",\"name\":\"Jeanne Hamers\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"The course includes a significant project lab component, which some students find helpful and fun, while others describe it as disorganized, confusing, and overly time-consuming.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_a7668536d1e53aaa1b329b21","course_id":"CHEM 329","catalog_version_id":"76315d53de4ebcd4247a0eb6f9d59b99dc0d8d303fa3015db49b6097273f8bc9","record_version_id":"d9d6592e1ceb29fa2e9ca8b2b31c68b309f705ad600e47626842eedfa2b3c32f","job_id":"enrich-789789da373eecc1ff75f626","output_id":"602a8b8e1a11cd2001d7e5643ac23ffe7c0d8f74685673b8448c1cd0c1c36205","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"CHEM 104or109. 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Understanding the material is very difficult, and the honor's project is even worse. Exams impossible, but all have big curves. Lectures are very fast and difficult to follow. Labs are helpful. Overall, the class is graded fairly.\",\"course_id\":\"CHEM 329\",\"date\":\"2004-05-25 15:46:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"552aa6a3451a9e96a369d395\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxODU2NjE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"Class is hard and time consuming. Lot of homework. Exams usually make you run out of time. But Dr. Hamers would do anything to help you out. She extends her office hours as much as possible. She immediately answers every single email questions. And she visits labs often to help students. She tries her best so if you do also you can get an A.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-04-11 23:45:14 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b091fe33f43727d9cd8b2c6c\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0MjgwMDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Great professor, nicest person ever.  329 is a very difficult class, long homeworks, two lab reports a week, and exams are pretty difficult.  If you work hard and go into office hours a B is attainable.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-08-14 11:13:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ed2b93e4dbd031d9ffc2226b\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NzQxNjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Lots of work and time required.  I loved chemistry before this class.\",\"course_id\":\"CHEM 329\",\"date\":\"2011-01-11 02:47:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e698c5902c6bf91586eca20d\",\"instructor_id\":\"rmp:638529\",\"instructor_name\":\"Linda Zelewski\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE4MTE4MDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\"},{\"comment\":\"Nice lady. Terrible project lab that takes up 90% of your life and has little to do the rest of the course. Homework can be time consuming. The concepts and material for the class are easy. The ridiculous amount of \\\"busy\\\" work reduces time that can be spent on any other class.\",\"course_id\":\"CHEM 329\",\"date\":\"2012-07-26 20:37:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d9faf2e3269d2cf8625f7c5f\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIwNTIwOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Prof Zelewski isn't the worst lecturer. She definitely knows her stuff and does a good job of getting the information out in lecture. The lecture problems are also very helpful in that they get concepts out there and can help teach them. Her tests are very difficult but partial credit is offered. Her lectures are a bit disorganized at times too.\",\"course_id\":\"CHEM 329\",\"date\":\"2016-04-14 14:11:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9f7a9c544cb0d84d3d664712\",\"instructor_id\":\"rmp:638529\",\"instructor_name\":\"Linda Zelewski\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2Mjk3Njc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\"},{\"comment\":\"Dr. Khalafi is a great professor. She uses the whiteboard during lectures to write out problems instead of just using slides. The class overall is a lot of work, but the group project is fun and the homework is helpful for understanding material. The exams are fair. She's very helpful if you need to meet outside of class, and you can tell she cares\",\"course_id\":\"CHEM 329\",\"date\":\"2019-05-12 16:01:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8df218ea450ef58b8f83860d\",\"instructor_id\":\"rmp:2492821\",\"instructor_name\":\"Lida Khalafi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxODUwNTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2492821\"}],\"evidence_count\":7,\"review_ids\":[\"552aa6a3451a9e96a369d395\",\"b091fe33f43727d9cd8b2c6c\",\"ed2b93e4dbd031d9ffc2226b\",\"e698c5902c6bf91586eca20d\",\"d9faf2e3269d2cf8625f7c5f\",\"9f7a9c544cb0d84d3d664712\",\"8df218ea450ef58b8f83860d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2492821\",\"name\":\"Lida Khalafi\"},{\"id\":\"rmp:414685\",\"name\":\"Edwin Sibert\"},{\"id\":\"rmp:638529\",\"name\":\"Linda Zelewski\"},{\"id\":\"rmp:968436\",\"name\":\"Jeanne Hamers\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2004\"},\"sentiment\":\"negative\",\"summary\":\"The course is consistently described as having a heavy workload, with time-consuming homework, long exams, and a significant lab component.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This guy is straight up hilarious! He is probably the best lecturer i have had, even though others would say "what the hell?" His class is hard, after all, it is ANALytical chemistry. He is very willing to help students out (he saved my groups ass on our project for the honors section), very great guy.\",\"course_id\":\"CHEM 329\",\"date\":\"2006-06-12 13:14:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"38fdbc0814f025c9a91522fe\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExOTk2ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"I surprised at all of the bad ratings.  He's not a bad professor.  I would say that lecture is mandatory because his tests are based entirely on lecture material.  If you listen to lecture you will do well, he doesn't try to trick you with obscure questions not discussed like past chemistry professors I have had.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-12-13 17:21:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1058902c80bdea04842730a5\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MTg1MDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"Good and clear lectures, very personable and approchable during office hours. Homework is as hard as the tests so you will be very prepared.\",\"course_id\":\"CHEM 329\",\"date\":\"2009-08-30 11:22:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f7062fee08b0edc723a238a3\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2MTYxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Only teaches because its required for his job. Fairly hostile to students. Used last years exam when half the class was given it it section, completely unorganized and confused. If you get stuck with him make sure to get previous years final, he said he was going to use it again.\",\"course_id\":\"CHEM 329\",\"date\":\"2009-12-29 17:44:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"38f12613e2e035a825f0aad5\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE2NjU1MDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"No need to use the book. I felt that what he taught was not necessarily Analytical Chemistry. We learned little to no mathematical calculations and   exams were ridiculous. He is a researcher first and a professor only because he has to be. Very unapproachable and focused on his own research in class rather than material.\",\"course_id\":\"CHEM 329\",\"date\":\"2010-05-13 21:20:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e20468db47a4439681a1f4ef\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE3MTk3NTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"Her lectures and lecture notes are reasonably clear. She follows the textbook almost word for word, so the best way to get a good grade is to read the book and do practice problems at the end of chapters. Weekly homework assignments are end of chapter problems for a completion grade, solutions available in the book, the solutions manual or on chegg\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 16:31:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"51140bcb5df13b60855e6135\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAyNTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"She is one of the most amazing lecturers I have had, and I would highly recommend taking any class taught by her as she makes everything crystal clear in terms of expectations. On top of that, she is hilarious! She puts a lot of work into teaching and expects her students to reciprocate that, which makes for a fantastic professor.\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 18:19:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2821d86a9ede0f38bc842e14\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Its a disorganised course . He is an awesome researcher but not a great lecturer. Youre gonna have to work hard.\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-11 11:08:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a93cc91178f738906699b5c0\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMDcwNjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"Lecture is confusing even for Prof Wright. He gets confused by his own examples often. Concepts "learned" in lecture have little to no application for the lab. Homework has to be coded in Python, which is not explained properly, homework problems are riddled with mistakes (homework is pretty easy once you get it though, and you grade it yourself.)\",\"course_id\":\"CHEM 329\",\"date\":\"2019-04-09 02:36:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"10da9108b54779fbdce908f6\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxNTU0MjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Dr. Wright is a nice person, but he does not explain the concepts well. A lot of the information you have to ask for help from the TAs to understand or you need to figure out yourself. The labs do not align with the lecture material at all. The homework is difficult because you can't understand the lecture. You need a good TA.\",\"course_id\":\"CHEM 329\",\"date\":\"2020-09-12 14:35:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7f5c0dd54989d33babd35657\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzNjQxNTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Dr. Choi is very passionate about chemistry and gives great lectures. There is a textbook for the class, but exams are written based almost entirely off of homework and lecture slides. There is a large project lab for the class, which is poorly designed and incredibly confusing. People say it is an easy grade, but I found it was graded harshly. \",\"course_id\":\"CHEM 329\",\"date\":\"2023-05-15 16:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"19065910dcacf878ffbec5bb\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Lectures can be boring but everything he covers in class is on the slides (which are very helpful) and is clear about what will be on exams as homework is similar to exams. He is amazing and helpful in office hours. Class is very lab heavy so exams do not matter as much which is really helpful. Going to class is very necessary to do well on exams.\",\"course_id\":\"CHEM 329\",\"date\":\"2024-01-08 19:28:00 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef11a1ee9b5e4ca3e494bb5e\",\"instructor_id\":\"rmp:1889449\",\"instructor_name\":\"Robert Hamers\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4ODQ5MzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\"},{\"comment\":\"His lectures are bad. Doesnt post slides beforehand, barely explains anything, sometimes shows you his written notes with his bad handwriting and then doesn't explain anything. Constantly shows you AI google searches and uses that to explain things. On our 1st exam our avg was 45 and he called us STUPID & said it was bc we were using AI for our hw\",\"course_id\":\"CHEM 329\",\"date\":\"2025-12-04 15:23:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"6bb5a56fec13dc65c8aac94b\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMDMyNzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"},{\"comment\":\"The worst lecturer.\",\"course_id\":\"CHEM 329\",\"date\":\"2025-12-18 22:56:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5dbda35306bbb1181db589d0\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzM2OTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"},{\"comment\":\"No information was gained from the lectures. Extremely tough (almost unfair) grading all throughout the semester, especially the final presentation. Test questions are difficult to decipher what you're actually supposed to know. He uses AI in lectures, but him and Dr. B would have freaked out if any student ever used it.\",\"course_id\":\"CHEM 329\",\"date\":\"2026-05-07 03:49:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ccda3f2d17424a5fce0d0965\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"}],\"evidence_count\":15,\"review_ids\":[\"38fdbc0814f025c9a91522fe\",\"1058902c80bdea04842730a5\",\"f7062fee08b0edc723a238a3\",\"38f12613e2e035a825f0aad5\",\"e20468db47a4439681a1f4ef\",\"51140bcb5df13b60855e6135\",\"2821d86a9ede0f38bc842e14\",\"a93cc91178f738906699b5c0\",\"10da9108b54779fbdce908f6\",\"7f5c0dd54989d33babd35657\",\"19065910dcacf878ffbec5bb\",\"ef11a1ee9b5e4ca3e494bb5e\",\"6bb5a56fec13dc65c8aac94b\",\"5dbda35306bbb1181db589d0\",\"ccda3f2d17424a5fce0d0965\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1215728\",\"name\":\"John Wright\"},{\"id\":\"rmp:1889449\",\"name\":\"Robert Hamers\"},{\"id\":\"rmp:1902841\",\"name\":\"Kyoung-Shin Choi\"},{\"id\":\"rmp:3133498\",\"name\":\"Lloyd Smith\"},{\"id\":\"rmp:506714\",\"name\":\"Song Jin\"},{\"id\":\"rmp:925714\",\"name\":\"Joshua Coon\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for clear explanations and helpfulness, while others are criticized for disorganized lectures and poor communication.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The class is very hard. Understanding the material is very difficult, and the honor's project is even worse. Exams impossible, but all have big curves. Lectures are very fast and difficult to follow. Labs are helpful. Overall, the class is graded fairly.\",\"course_id\":\"CHEM 329\",\"date\":\"2004-05-25 15:46:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"552aa6a3451a9e96a369d395\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxODU2NjE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"Very nice and understanding. Material is hard, tests are hard, but the curve is fair.\",\"course_id\":\"CHEM 329\",\"date\":\"2005-05-02 20:42:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e290fd34463873cfbf6eeb3f\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3NjU3MDg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"Class is hard and time consuming. Lot of homework. Exams usually make you run out of time. But Dr. Hamers would do anything to help you out. She extends her office hours as much as possible. She immediately answers every single email questions. And she visits labs often to help students. She tries her best so if you do also you can get an A.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-04-11 23:45:14 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b091fe33f43727d9cd8b2c6c\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0MjgwMDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Great professor, nicest person ever.  329 is a very difficult class, long homeworks, two lab reports a week, and exams are pretty difficult.  If you work hard and go into office hours a B is attainable.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-08-14 11:13:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ed2b93e4dbd031d9ffc2226b\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NzQxNjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"I surprised at all of the bad ratings.  He's not a bad professor.  I would say that lecture is mandatory because his tests are based entirely on lecture material.  If you listen to lecture you will do well, he doesn't try to trick you with obscure questions not discussed like past chemistry professors I have had.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-12-13 17:21:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1058902c80bdea04842730a5\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MTg1MDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"Good and clear lectures, very personable and approchable during office hours. Homework is as hard as the tests so you will be very prepared.\",\"course_id\":\"CHEM 329\",\"date\":\"2009-08-30 11:22:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f7062fee08b0edc723a238a3\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2MTYxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Really nice guy and explains things well in lecture. Exams are really fair and just like the homework & book problems. The class is a lot of work, but it's pretty easy to pull of decent grade with the lenient grading scale. It's not as bad as everyone says. The average gpa in the class was 3.37, so around a B/AB range.\",\"course_id\":\"CHEM 329\",\"date\":\"2011-05-14 03:03:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"041e22a96735e7feccf6aafa\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4NTk5OTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"Prof Zelewski isn't the worst lecturer. She definitely knows her stuff and does a good job of getting the information out in lecture. The lecture problems are also very helpful in that they get concepts out there and can help teach them. Her tests are very difficult but partial credit is offered. Her lectures are a bit disorganized at times too.\",\"course_id\":\"CHEM 329\",\"date\":\"2016-04-14 14:11:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9f7a9c544cb0d84d3d664712\",\"instructor_id\":\"rmp:638529\",\"instructor_name\":\"Linda Zelewski\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2Mjk3Njc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\"},{\"comment\":\"His tests were extremely fair, with most of the questions being variations of the practice exams and past homework. If you do all of the homework and the past exams, you will do fine on the exams. He is late on giving out homework assignments, though.\",\"course_id\":\"CHEM 329\",\"date\":\"2017-01-02 11:46:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b2497a25d12ac853367add20\",\"instructor_id\":\"rmp:1889449\",\"instructor_name\":\"Robert Hamers\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjU1NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\"},{\"comment\":\"Samad was very nervous and it was obvious that this was his first course. He was not helpful when I attended office hours and graded textbook homework really hard. Invest in the solutions guide. The exams are much easier than the homework/practice exams. If you read the text book and make sure you understand the pre lab before lab you will be fine.\",\"course_id\":\"CHEM 329\",\"date\":\"2017-07-03 13:12:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8c130380023267b9f9280195\",\"instructor_id\":\"rmp:2236147\",\"instructor_name\":\"Leith Samad\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4NTAzNjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236147\"},{\"comment\":\"Her lectures and lecture notes are reasonably clear. She follows the textbook almost word for word, so the best way to get a good grade is to read the book and do practice problems at the end of chapters. Weekly homework assignments are end of chapter problems for a completion grade, solutions available in the book, the solutions manual or on chegg\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 16:31:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"51140bcb5df13b60855e6135\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAyNTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"She is one of the most amazing lecturers I have had, and I would highly recommend taking any class taught by her as she makes everything crystal clear in terms of expectations. On top of that, she is hilarious! She puts a lot of work into teaching and expects her students to reciprocate that, which makes for a fantastic professor.\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 18:19:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2821d86a9ede0f38bc842e14\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Dr. Choi is very passionate about chemistry and gives great lectures. There is a textbook for the class, but exams are written based almost entirely off of homework and lecture slides. There is a large project lab for the class, which is poorly designed and incredibly confusing. People say it is an easy grade, but I found it was graded harshly. \",\"course_id\":\"CHEM 329\",\"date\":\"2023-05-15 16:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"19065910dcacf878ffbec5bb\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Lectures can be boring but everything he covers in class is on the slides (which are very helpful) and is clear about what will be on exams as homework is similar to exams. He is amazing and helpful in office hours. Class is very lab heavy so exams do not matter as much which is really helpful. Going to class is very necessary to do well on exams.\",\"course_id\":\"CHEM 329\",\"date\":\"2024-01-08 19:28:00 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef11a1ee9b5e4ca3e494bb5e\",\"instructor_id\":\"rmp:1889449\",\"instructor_name\":\"Robert Hamers\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4ODQ5MzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\"},{\"comment\":\"No information was gained from the lectures. Extremely tough (almost unfair) grading all throughout the semester, especially the final presentation. Test questions are difficult to decipher what you're actually supposed to know. He uses AI in lectures, but him and Dr. B would have freaked out if any student ever used it.\",\"course_id\":\"CHEM 329\",\"date\":\"2026-05-07 03:49:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ccda3f2d17424a5fce0d0965\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"}],\"evidence_count\":15,\"review_ids\":[\"552aa6a3451a9e96a369d395\",\"e290fd34463873cfbf6eeb3f\",\"b091fe33f43727d9cd8b2c6c\",\"ed2b93e4dbd031d9ffc2226b\",\"1058902c80bdea04842730a5\",\"f7062fee08b0edc723a238a3\",\"041e22a96735e7feccf6aafa\",\"9f7a9c544cb0d84d3d664712\",\"b2497a25d12ac853367add20\",\"8c130380023267b9f9280195\",\"51140bcb5df13b60855e6135\",\"2821d86a9ede0f38bc842e14\",\"19065910dcacf878ffbec5bb\",\"ef11a1ee9b5e4ca3e494bb5e\",\"ccda3f2d17424a5fce0d0965\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1215728\",\"name\":\"John Wright\"},{\"id\":\"rmp:1889449\",\"name\":\"Robert Hamers\"},{\"id\":\"rmp:1902841\",\"name\":\"Kyoung-Shin Choi\"},{\"id\":\"rmp:2236147\",\"name\":\"Leith Samad\"},{\"id\":\"rmp:3133498\",\"name\":\"Lloyd Smith\"},{\"id\":\"rmp:414685\",\"name\":\"Edwin Sibert\"},{\"id\":\"rmp:506714\",\"name\":\"Song Jin\"},{\"id\":\"rmp:638529\",\"name\":\"Linda Zelewski\"},{\"id\":\"rmp:925714\",\"name\":\"Joshua Coon\"},{\"id\":\"rmp:968436\",\"name\":\"Jeanne Hamers\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods include exams, homework, and a large project lab. Exams are often described as difficult or time-consuming, but some instructors provide fair grading and helpful practice materials.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The class is very hard. Understanding the material is very difficult, and the honor's project is even worse. Exams impossible, but all have big curves. Lectures are very fast and difficult to follow. Labs are helpful. Overall, the class is graded fairly.\",\"course_id\":\"CHEM 329\",\"date\":\"2004-05-25 15:46:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"552aa6a3451a9e96a369d395\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxODU2NjE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"This guy is straight up hilarious! He is probably the best lecturer i have had, even though others would say "what the hell?" His class is hard, after all, it is ANALytical chemistry. He is very willing to help students out (he saved my groups ass on our project for the honors section), very great guy.\",\"course_id\":\"CHEM 329\",\"date\":\"2006-06-12 13:14:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"38fdbc0814f025c9a91522fe\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExOTk2ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"Nice lady. Terrible project lab that takes up 90% of your life and has little to do the rest of the course. Homework can be time consuming. The concepts and material for the class are easy. The ridiculous amount of \\\"busy\\\" work reduces time that can be spent on any other class.\",\"course_id\":\"CHEM 329\",\"date\":\"2012-07-26 20:37:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d9faf2e3269d2cf8625f7c5f\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIwNTIwOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Dr. Khalafi is a great professor. She uses the whiteboard during lectures to write out problems instead of just using slides. The class overall is a lot of work, but the group project is fun and the homework is helpful for understanding material. The exams are fair. She's very helpful if you need to meet outside of class, and you can tell she cares\",\"course_id\":\"CHEM 329\",\"date\":\"2019-05-12 16:01:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8df218ea450ef58b8f83860d\",\"instructor_id\":\"rmp:2492821\",\"instructor_name\":\"Lida Khalafi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxODUwNTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2492821\"},{\"comment\":\"Dr. Choi is very passionate about chemistry and gives great lectures. There is a textbook for the class, but exams are written based almost entirely off of homework and lecture slides. There is a large project lab for the class, which is poorly designed and incredibly confusing. People say it is an easy grade, but I found it was graded harshly. \",\"course_id\":\"CHEM 329\",\"date\":\"2023-05-15 16:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"19065910dcacf878ffbec5bb\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"No information was gained from the lectures. Extremely tough (almost unfair) grading all throughout the semester, especially the final presentation. Test questions are difficult to decipher what you're actually supposed to know. He uses AI in lectures, but him and Dr. B would have freaked out if any student ever used it.\",\"course_id\":\"CHEM 329\",\"date\":\"2026-05-07 03:49:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ccda3f2d17424a5fce0d0965\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"}],\"evidence_count\":6,\"review_ids\":[\"552aa6a3451a9e96a369d395\",\"38fdbc0814f025c9a91522fe\",\"d9faf2e3269d2cf8625f7c5f\",\"8df218ea450ef58b8f83860d\",\"19065910dcacf878ffbec5bb\",\"ccda3f2d17424a5fce0d0965\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1902841\",\"name\":\"Kyoung-Shin Choi\"},{\"id\":\"rmp:2492821\",\"name\":\"Lida Khalafi\"},{\"id\":\"rmp:3133498\",\"name\":\"Lloyd Smith\"},{\"id\":\"rmp:414685\",\"name\":\"Edwin Sibert\"},{\"id\":\"rmp:506714\",\"name\":\"Song Jin\"},{\"id\":\"rmp:968436\",\"name\":\"Jeanne Hamers\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"The course includes a significant project lab component, which some students find helpful and fun, while others describe it as disorganized, confusing, and overly time-consuming.\"}]}","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_a7668536d1e53aaa1b329b21","course_id":"CHEM 329","catalog_version_id":"76315d53de4ebcd4247a0eb6f9d59b99dc0d8d303fa3015db49b6097273f8bc9","record_version_id":"d9d6592e1ceb29fa2e9ca8b2b31c68b309f705ad600e47626842eedfa2b3c32f","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"046ad6963abfdabf62fe3d29604cd5379780e664c21fd620ca734a30ab71d60d","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"18968e10f7b330e716861419a2443dab8dd4854a5e31ee2d29d0e6c2cd2da590\",\"course_id\":\"CHEM 329\",\"current_instructors\":[{\"instructor_uid\":\"instructor_57bb53a47f699a988d327e90\",\"message\":\"No course-specific reviews available\",\"name\":\"Patrick Cross\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.33 GPA, 64.2% A/AB (n=109 letter grades); Fall 2025: 3.09 GPA, 51.0% A/AB (n=96 letter grades); Spring 2026: 3.28 GPA, 58.5% A/AB (n=106 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"JEANNE HAMERS is recorded teaching in Spring 2008, Spring 2010, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"JEANNINE SZCZECH is recorded teaching in Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"JOHN WRIGHT is recorded teaching in Spring 2009, Spring 2017, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"JOSHUA COON is recorded teaching in Fall 2008, Fall 2009, Spring 2010, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"KYOUNG-SHIN CHOI is recorded teaching in Spring 2018, Spring 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"LIDA KHALAFI is recorded teaching in Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"LINDA ZELEWSKI is recorded teaching in Fall 2010, Spring 2013, Spring 2015, Spring 2016, Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"LLOYD SMITH is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"ROBERT HAMERS is recorded teaching in Fall 2013, Fall 2014, Fall 2016, Spring 2017, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"CHEM 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Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","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_a7668536d1e53aaa1b329b21","course_id":"CHEM 329","catalog_version_id":"76315d53de4ebcd4247a0eb6f9d59b99dc0d8d303fa3015db49b6097273f8bc9","record_version_id":"d9d6592e1ceb29fa2e9ca8b2b31c68b309f705ad600e47626842eedfa2b3c32f","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"5df98a5e662102b102e05885d0f3c6bbc6d9fc9136c62d22877be507b7ed9b70","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"CHEM 104or109. 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Topics include atomic and molecular structure, chemical equilibrium, acid-base chemistry, thermodynamics, kinetics, and electrochemistry.\"}],\"text\":\"General chemistry principles including equilibrium, kinetics, electrochemistry, and laboratory skills.\"}],\"search_phrases\":[\"analytical chemistry fundamentals\",\"chemical measurement techniques\",\"spectroscopy electrochemistry separations\",\"quantitative analysis laboratory\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Topics include equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"text\":\"Equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF ANALYTICAL SCIENCE\"},{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Fundamentals of chemical measurement in chemistry, biology, engineering, geology, and the medical sciences.\"}],\"text\":\"CHEM 329 teaches fundamentals of chemical measurement, covering equilibria, spectroscopy, electrochemistry, and separations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Topics include equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"text\":\"Equilibria of complex systems\"},{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Topics include equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"text\":\"Spectroscopy\"},{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Topics include equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"text\":\"Electrochemistry\"},{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Topics include equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"text\":\"Separations\"},{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Topics include equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"text\":\"Quantitative laboratory technique\"}]}","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_a7668536d1e53aaa1b329b21","course_id":"CHEM 329","catalog_version_id":"76315d53de4ebcd4247a0eb6f9d59b99dc0d8d303fa3015db49b6097273f8bc9","record_version_id":"d9d6592e1ceb29fa2e9ca8b2b31c68b309f705ad600e47626842eedfa2b3c32f","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"5df98a5e662102b102e05885d0f3c6bbc6d9fc9136c62d22877be507b7ed9b70","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The class is very hard. Understanding the material is very difficult, and the honor's project is even worse. Exams impossible, but all have big curves. Lectures are very fast and difficult to follow. Labs are helpful. Overall, the class is graded fairly.\",\"course_id\":\"CHEM 329\",\"date\":\"2004-05-25 15:46:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"552aa6a3451a9e96a369d395\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxODU2NjE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"Class is hard and time consuming. Lot of homework. Exams usually make you run out of time. But Dr. Hamers would do anything to help you out. She extends her office hours as much as possible. She immediately answers every single email questions. And she visits labs often to help students. She tries her best so if you do also you can get an A.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-04-11 23:45:14 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b091fe33f43727d9cd8b2c6c\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0MjgwMDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Great professor, nicest person ever.  329 is a very difficult class, long homeworks, two lab reports a week, and exams are pretty difficult.  If you work hard and go into office hours a B is attainable.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-08-14 11:13:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ed2b93e4dbd031d9ffc2226b\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NzQxNjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Lots of work and time required.  I loved chemistry before this class.\",\"course_id\":\"CHEM 329\",\"date\":\"2011-01-11 02:47:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e698c5902c6bf91586eca20d\",\"instructor_id\":\"rmp:638529\",\"instructor_name\":\"Linda Zelewski\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE4MTE4MDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\"},{\"comment\":\"Nice lady. Terrible project lab that takes up 90% of your life and has little to do the rest of the course. Homework can be time consuming. The concepts and material for the class are easy. The ridiculous amount of \\\"busy\\\" work reduces time that can be spent on any other class.\",\"course_id\":\"CHEM 329\",\"date\":\"2012-07-26 20:37:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d9faf2e3269d2cf8625f7c5f\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIwNTIwOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Prof Zelewski isn't the worst lecturer. She definitely knows her stuff and does a good job of getting the information out in lecture. The lecture problems are also very helpful in that they get concepts out there and can help teach them. Her tests are very difficult but partial credit is offered. Her lectures are a bit disorganized at times too.\",\"course_id\":\"CHEM 329\",\"date\":\"2016-04-14 14:11:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9f7a9c544cb0d84d3d664712\",\"instructor_id\":\"rmp:638529\",\"instructor_name\":\"Linda Zelewski\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2Mjk3Njc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\"},{\"comment\":\"Dr. Khalafi is a great professor. She uses the whiteboard during lectures to write out problems instead of just using slides. The class overall is a lot of work, but the group project is fun and the homework is helpful for understanding material. The exams are fair. She's very helpful if you need to meet outside of class, and you can tell she cares\",\"course_id\":\"CHEM 329\",\"date\":\"2019-05-12 16:01:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8df218ea450ef58b8f83860d\",\"instructor_id\":\"rmp:2492821\",\"instructor_name\":\"Lida Khalafi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxODUwNTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2492821\"}],\"evidence_count\":7,\"review_ids\":[\"552aa6a3451a9e96a369d395\",\"b091fe33f43727d9cd8b2c6c\",\"ed2b93e4dbd031d9ffc2226b\",\"e698c5902c6bf91586eca20d\",\"d9faf2e3269d2cf8625f7c5f\",\"9f7a9c544cb0d84d3d664712\",\"8df218ea450ef58b8f83860d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2492821\",\"name\":\"Lida Khalafi\"},{\"id\":\"rmp:414685\",\"name\":\"Edwin Sibert\"},{\"id\":\"rmp:638529\",\"name\":\"Linda Zelewski\"},{\"id\":\"rmp:968436\",\"name\":\"Jeanne Hamers\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2004\"},\"sentiment\":\"negative\",\"summary\":\"The course is consistently described as having a heavy workload, with time-consuming homework, long exams, and a significant lab component.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This guy is straight up hilarious! He is probably the best lecturer i have had, even though others would say "what the hell?" His class is hard, after all, it is ANALytical chemistry. He is very willing to help students out (he saved my groups ass on our project for the honors section), very great guy.\",\"course_id\":\"CHEM 329\",\"date\":\"2006-06-12 13:14:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"38fdbc0814f025c9a91522fe\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExOTk2ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"I surprised at all of the bad ratings.  He's not a bad professor.  I would say that lecture is mandatory because his tests are based entirely on lecture material.  If you listen to lecture you will do well, he doesn't try to trick you with obscure questions not discussed like past chemistry professors I have had.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-12-13 17:21:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1058902c80bdea04842730a5\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MTg1MDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"Good and clear lectures, very personable and approchable during office hours. Homework is as hard as the tests so you will be very prepared.\",\"course_id\":\"CHEM 329\",\"date\":\"2009-08-30 11:22:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f7062fee08b0edc723a238a3\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2MTYxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Only teaches because its required for his job. Fairly hostile to students. Used last years exam when half the class was given it it section, completely unorganized and confused. If you get stuck with him make sure to get previous years final, he said he was going to use it again.\",\"course_id\":\"CHEM 329\",\"date\":\"2009-12-29 17:44:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"38f12613e2e035a825f0aad5\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE2NjU1MDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"No need to use the book. I felt that what he taught was not necessarily Analytical Chemistry. We learned little to no mathematical calculations and   exams were ridiculous. He is a researcher first and a professor only because he has to be. Very unapproachable and focused on his own research in class rather than material.\",\"course_id\":\"CHEM 329\",\"date\":\"2010-05-13 21:20:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e20468db47a4439681a1f4ef\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE3MTk3NTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"Her lectures and lecture notes are reasonably clear. She follows the textbook almost word for word, so the best way to get a good grade is to read the book and do practice problems at the end of chapters. Weekly homework assignments are end of chapter problems for a completion grade, solutions available in the book, the solutions manual or on chegg\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 16:31:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"51140bcb5df13b60855e6135\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAyNTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"She is one of the most amazing lecturers I have had, and I would highly recommend taking any class taught by her as she makes everything crystal clear in terms of expectations. On top of that, she is hilarious! She puts a lot of work into teaching and expects her students to reciprocate that, which makes for a fantastic professor.\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 18:19:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2821d86a9ede0f38bc842e14\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Its a disorganised course . He is an awesome researcher but not a great lecturer. Youre gonna have to work hard.\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-11 11:08:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a93cc91178f738906699b5c0\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMDcwNjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"Lecture is confusing even for Prof Wright. He gets confused by his own examples often. Concepts "learned" in lecture have little to no application for the lab. Homework has to be coded in Python, which is not explained properly, homework problems are riddled with mistakes (homework is pretty easy once you get it though, and you grade it yourself.)\",\"course_id\":\"CHEM 329\",\"date\":\"2019-04-09 02:36:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"10da9108b54779fbdce908f6\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxNTU0MjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Dr. Wright is a nice person, but he does not explain the concepts well. A lot of the information you have to ask for help from the TAs to understand or you need to figure out yourself. The labs do not align with the lecture material at all. The homework is difficult because you can't understand the lecture. You need a good TA.\",\"course_id\":\"CHEM 329\",\"date\":\"2020-09-12 14:35:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7f5c0dd54989d33babd35657\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzNjQxNTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Dr. Choi is very passionate about chemistry and gives great lectures. There is a textbook for the class, but exams are written based almost entirely off of homework and lecture slides. There is a large project lab for the class, which is poorly designed and incredibly confusing. People say it is an easy grade, but I found it was graded harshly. \",\"course_id\":\"CHEM 329\",\"date\":\"2023-05-15 16:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"19065910dcacf878ffbec5bb\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Lectures can be boring but everything he covers in class is on the slides (which are very helpful) and is clear about what will be on exams as homework is similar to exams. He is amazing and helpful in office hours. Class is very lab heavy so exams do not matter as much which is really helpful. Going to class is very necessary to do well on exams.\",\"course_id\":\"CHEM 329\",\"date\":\"2024-01-08 19:28:00 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef11a1ee9b5e4ca3e494bb5e\",\"instructor_id\":\"rmp:1889449\",\"instructor_name\":\"Robert Hamers\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4ODQ5MzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\"},{\"comment\":\"His lectures are bad. Doesnt post slides beforehand, barely explains anything, sometimes shows you his written notes with his bad handwriting and then doesn't explain anything. Constantly shows you AI google searches and uses that to explain things. On our 1st exam our avg was 45 and he called us STUPID & said it was bc we were using AI for our hw\",\"course_id\":\"CHEM 329\",\"date\":\"2025-12-04 15:23:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"6bb5a56fec13dc65c8aac94b\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMDMyNzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"},{\"comment\":\"The worst lecturer.\",\"course_id\":\"CHEM 329\",\"date\":\"2025-12-18 22:56:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5dbda35306bbb1181db589d0\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzM2OTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"},{\"comment\":\"No information was gained from the lectures. Extremely tough (almost unfair) grading all throughout the semester, especially the final presentation. Test questions are difficult to decipher what you're actually supposed to know. He uses AI in lectures, but him and Dr. B would have freaked out if any student ever used it.\",\"course_id\":\"CHEM 329\",\"date\":\"2026-05-07 03:49:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ccda3f2d17424a5fce0d0965\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"}],\"evidence_count\":15,\"review_ids\":[\"38fdbc0814f025c9a91522fe\",\"1058902c80bdea04842730a5\",\"f7062fee08b0edc723a238a3\",\"38f12613e2e035a825f0aad5\",\"e20468db47a4439681a1f4ef\",\"51140bcb5df13b60855e6135\",\"2821d86a9ede0f38bc842e14\",\"a93cc91178f738906699b5c0\",\"10da9108b54779fbdce908f6\",\"7f5c0dd54989d33babd35657\",\"19065910dcacf878ffbec5bb\",\"ef11a1ee9b5e4ca3e494bb5e\",\"6bb5a56fec13dc65c8aac94b\",\"5dbda35306bbb1181db589d0\",\"ccda3f2d17424a5fce0d0965\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1215728\",\"name\":\"John Wright\"},{\"id\":\"rmp:1889449\",\"name\":\"Robert Hamers\"},{\"id\":\"rmp:1902841\",\"name\":\"Kyoung-Shin Choi\"},{\"id\":\"rmp:3133498\",\"name\":\"Lloyd Smith\"},{\"id\":\"rmp:506714\",\"name\":\"Song Jin\"},{\"id\":\"rmp:925714\",\"name\":\"Joshua Coon\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for clear explanations and helpfulness, while others are criticized for disorganized lectures and poor communication.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The class is very hard. Understanding the material is very difficult, and the honor's project is even worse. Exams impossible, but all have big curves. Lectures are very fast and difficult to follow. Labs are helpful. Overall, the class is graded fairly.\",\"course_id\":\"CHEM 329\",\"date\":\"2004-05-25 15:46:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"552aa6a3451a9e96a369d395\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxODU2NjE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"Very nice and understanding. Material is hard, tests are hard, but the curve is fair.\",\"course_id\":\"CHEM 329\",\"date\":\"2005-05-02 20:42:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e290fd34463873cfbf6eeb3f\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3NjU3MDg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"Class is hard and time consuming. Lot of homework. Exams usually make you run out of time. But Dr. Hamers would do anything to help you out. She extends her office hours as much as possible. She immediately answers every single email questions. And she visits labs often to help students. She tries her best so if you do also you can get an A.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-04-11 23:45:14 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b091fe33f43727d9cd8b2c6c\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0MjgwMDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Great professor, nicest person ever.  329 is a very difficult class, long homeworks, two lab reports a week, and exams are pretty difficult.  If you work hard and go into office hours a B is attainable.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-08-14 11:13:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ed2b93e4dbd031d9ffc2226b\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NzQxNjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"I surprised at all of the bad ratings.  He's not a bad professor.  I would say that lecture is mandatory because his tests are based entirely on lecture material.  If you listen to lecture you will do well, he doesn't try to trick you with obscure questions not discussed like past chemistry professors I have had.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-12-13 17:21:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1058902c80bdea04842730a5\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MTg1MDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"Good and clear lectures, very personable and approchable during office hours. Homework is as hard as the tests so you will be very prepared.\",\"course_id\":\"CHEM 329\",\"date\":\"2009-08-30 11:22:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f7062fee08b0edc723a238a3\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2MTYxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Really nice guy and explains things well in lecture. Exams are really fair and just like the homework & book problems. The class is a lot of work, but it's pretty easy to pull of decent grade with the lenient grading scale. It's not as bad as everyone says. The average gpa in the class was 3.37, so around a B/AB range.\",\"course_id\":\"CHEM 329\",\"date\":\"2011-05-14 03:03:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"041e22a96735e7feccf6aafa\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4NTk5OTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"Prof Zelewski isn't the worst lecturer. She definitely knows her stuff and does a good job of getting the information out in lecture. The lecture problems are also very helpful in that they get concepts out there and can help teach them. Her tests are very difficult but partial credit is offered. Her lectures are a bit disorganized at times too.\",\"course_id\":\"CHEM 329\",\"date\":\"2016-04-14 14:11:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9f7a9c544cb0d84d3d664712\",\"instructor_id\":\"rmp:638529\",\"instructor_name\":\"Linda Zelewski\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2Mjk3Njc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\"},{\"comment\":\"His tests were extremely fair, with most of the questions being variations of the practice exams and past homework. If you do all of the homework and the past exams, you will do fine on the exams. He is late on giving out homework assignments, though.\",\"course_id\":\"CHEM 329\",\"date\":\"2017-01-02 11:46:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b2497a25d12ac853367add20\",\"instructor_id\":\"rmp:1889449\",\"instructor_name\":\"Robert Hamers\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjU1NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\"},{\"comment\":\"Samad was very nervous and it was obvious that this was his first course. He was not helpful when I attended office hours and graded textbook homework really hard. Invest in the solutions guide. The exams are much easier than the homework/practice exams. If you read the text book and make sure you understand the pre lab before lab you will be fine.\",\"course_id\":\"CHEM 329\",\"date\":\"2017-07-03 13:12:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8c130380023267b9f9280195\",\"instructor_id\":\"rmp:2236147\",\"instructor_name\":\"Leith Samad\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4NTAzNjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236147\"},{\"comment\":\"Her lectures and lecture notes are reasonably clear. She follows the textbook almost word for word, so the best way to get a good grade is to read the book and do practice problems at the end of chapters. Weekly homework assignments are end of chapter problems for a completion grade, solutions available in the book, the solutions manual or on chegg\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 16:31:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"51140bcb5df13b60855e6135\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAyNTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"She is one of the most amazing lecturers I have had, and I would highly recommend taking any class taught by her as she makes everything crystal clear in terms of expectations. On top of that, she is hilarious! She puts a lot of work into teaching and expects her students to reciprocate that, which makes for a fantastic professor.\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 18:19:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2821d86a9ede0f38bc842e14\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Dr. Choi is very passionate about chemistry and gives great lectures. There is a textbook for the class, but exams are written based almost entirely off of homework and lecture slides. There is a large project lab for the class, which is poorly designed and incredibly confusing. People say it is an easy grade, but I found it was graded harshly. \",\"course_id\":\"CHEM 329\",\"date\":\"2023-05-15 16:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"19065910dcacf878ffbec5bb\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Lectures can be boring but everything he covers in class is on the slides (which are very helpful) and is clear about what will be on exams as homework is similar to exams. He is amazing and helpful in office hours. Class is very lab heavy so exams do not matter as much which is really helpful. Going to class is very necessary to do well on exams.\",\"course_id\":\"CHEM 329\",\"date\":\"2024-01-08 19:28:00 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef11a1ee9b5e4ca3e494bb5e\",\"instructor_id\":\"rmp:1889449\",\"instructor_name\":\"Robert Hamers\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4ODQ5MzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\"},{\"comment\":\"No information was gained from the lectures. Extremely tough (almost unfair) grading all throughout the semester, especially the final presentation. Test questions are difficult to decipher what you're actually supposed to know. He uses AI in lectures, but him and Dr. B would have freaked out if any student ever used it.\",\"course_id\":\"CHEM 329\",\"date\":\"2026-05-07 03:49:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ccda3f2d17424a5fce0d0965\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"}],\"evidence_count\":15,\"review_ids\":[\"552aa6a3451a9e96a369d395\",\"e290fd34463873cfbf6eeb3f\",\"b091fe33f43727d9cd8b2c6c\",\"ed2b93e4dbd031d9ffc2226b\",\"1058902c80bdea04842730a5\",\"f7062fee08b0edc723a238a3\",\"041e22a96735e7feccf6aafa\",\"9f7a9c544cb0d84d3d664712\",\"b2497a25d12ac853367add20\",\"8c130380023267b9f9280195\",\"51140bcb5df13b60855e6135\",\"2821d86a9ede0f38bc842e14\",\"19065910dcacf878ffbec5bb\",\"ef11a1ee9b5e4ca3e494bb5e\",\"ccda3f2d17424a5fce0d0965\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1215728\",\"name\":\"John Wright\"},{\"id\":\"rmp:1889449\",\"name\":\"Robert Hamers\"},{\"id\":\"rmp:1902841\",\"name\":\"Kyoung-Shin Choi\"},{\"id\":\"rmp:2236147\",\"name\":\"Leith Samad\"},{\"id\":\"rmp:3133498\",\"name\":\"Lloyd Smith\"},{\"id\":\"rmp:414685\",\"name\":\"Edwin Sibert\"},{\"id\":\"rmp:506714\",\"name\":\"Song Jin\"},{\"id\":\"rmp:638529\",\"name\":\"Linda Zelewski\"},{\"id\":\"rmp:925714\",\"name\":\"Joshua Coon\"},{\"id\":\"rmp:968436\",\"name\":\"Jeanne Hamers\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods include exams, homework, and a large project lab. Exams are often described as difficult or time-consuming, but some instructors provide fair grading and helpful practice materials.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The class is very hard. Understanding the material is very difficult, and the honor's project is even worse. Exams impossible, but all have big curves. Lectures are very fast and difficult to follow. Labs are helpful. Overall, the class is graded fairly.\",\"course_id\":\"CHEM 329\",\"date\":\"2004-05-25 15:46:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"552aa6a3451a9e96a369d395\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxODU2NjE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"This guy is straight up hilarious! He is probably the best lecturer i have had, even though others would say "what the hell?" His class is hard, after all, it is ANALytical chemistry. He is very willing to help students out (he saved my groups ass on our project for the honors section), very great guy.\",\"course_id\":\"CHEM 329\",\"date\":\"2006-06-12 13:14:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"38fdbc0814f025c9a91522fe\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExOTk2ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"Nice lady. Terrible project lab that takes up 90% of your life and has little to do the rest of the course. Homework can be time consuming. The concepts and material for the class are easy. The ridiculous amount of \\\"busy\\\" work reduces time that can be spent on any other class.\",\"course_id\":\"CHEM 329\",\"date\":\"2012-07-26 20:37:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d9faf2e3269d2cf8625f7c5f\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIwNTIwOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Dr. Khalafi is a great professor. She uses the whiteboard during lectures to write out problems instead of just using slides. The class overall is a lot of work, but the group project is fun and the homework is helpful for understanding material. The exams are fair. She's very helpful if you need to meet outside of class, and you can tell she cares\",\"course_id\":\"CHEM 329\",\"date\":\"2019-05-12 16:01:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8df218ea450ef58b8f83860d\",\"instructor_id\":\"rmp:2492821\",\"instructor_name\":\"Lida Khalafi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxODUwNTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2492821\"},{\"comment\":\"Dr. Choi is very passionate about chemistry and gives great lectures. There is a textbook for the class, but exams are written based almost entirely off of homework and lecture slides. There is a large project lab for the class, which is poorly designed and incredibly confusing. People say it is an easy grade, but I found it was graded harshly. \",\"course_id\":\"CHEM 329\",\"date\":\"2023-05-15 16:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"19065910dcacf878ffbec5bb\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"No information was gained from the lectures. Extremely tough (almost unfair) grading all throughout the semester, especially the final presentation. Test questions are difficult to decipher what you're actually supposed to know. He uses AI in lectures, but him and Dr. B would have freaked out if any student ever used it.\",\"course_id\":\"CHEM 329\",\"date\":\"2026-05-07 03:49:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ccda3f2d17424a5fce0d0965\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"}],\"evidence_count\":6,\"review_ids\":[\"552aa6a3451a9e96a369d395\",\"38fdbc0814f025c9a91522fe\",\"d9faf2e3269d2cf8625f7c5f\",\"8df218ea450ef58b8f83860d\",\"19065910dcacf878ffbec5bb\",\"ccda3f2d17424a5fce0d0965\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1902841\",\"name\":\"Kyoung-Shin Choi\"},{\"id\":\"rmp:2492821\",\"name\":\"Lida Khalafi\"},{\"id\":\"rmp:3133498\",\"name\":\"Lloyd Smith\"},{\"id\":\"rmp:414685\",\"name\":\"Edwin Sibert\"},{\"id\":\"rmp:506714\",\"name\":\"Song Jin\"},{\"id\":\"rmp:968436\",\"name\":\"Jeanne Hamers\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"The course includes a significant project lab component, which some students find helpful and fun, while others describe it as disorganized, confusing, and overly time-consuming.\"}]}","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_a7668536d1e53aaa1b329b21","course_id":"CHEM 329","catalog_version_id":"76315d53de4ebcd4247a0eb6f9d59b99dc0d8d303fa3015db49b6097273f8bc9","record_version_id":"d9d6592e1ceb29fa2e9ca8b2b31c68b309f705ad600e47626842eedfa2b3c32f","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"5df98a5e662102b102e05885d0f3c6bbc6d9fc9136c62d22877be507b7ed9b70","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"18968e10f7b330e716861419a2443dab8dd4854a5e31ee2d29d0e6c2cd2da590\",\"course_id\":\"CHEM 329\",\"current_instructors\":[{\"instructor_uid\":\"instructor_57bb53a47f699a988d327e90\",\"message\":\"No course-specific reviews available\",\"name\":\"Patrick Cross\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Jeanne Hamers\",\"review_date\":\"2012-07-26 20:37:18 +0000 UTC\",\"review_id\":\"d9faf2e3269d2cf8625f7c5f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:968436\",\"source_review_id\":\"UmF0aW5nLTIwNTIwOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\",\"type\":\"review\"},{\"instructor_name\":\"Linda Zelewski\",\"review_date\":\"2016-04-14 14:11:56 +0000 UTC\",\"review_id\":\"9f7a9c544cb0d84d3d664712\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:638529\",\"source_review_id\":\"UmF0aW5nLTI2Mjk3Njc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\",\"type\":\"review\"},{\"instructor_name\":\"Kyoung-Shin Choi\",\"review_date\":\"2023-05-15 16:26:35 +0000 UTC\",\"review_id\":\"19065910dcacf878ffbec5bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1902841\",\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\",\"type\":\"review\"},{\"instructor_name\":\"Lloyd Smith\",\"review_date\":\"2026-05-07 03:49:54 +0000 UTC\",\"review_id\":\"ccda3f2d17424a5fce0d0965\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133498\",\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\",\"type\":\"review\"}],\"text\":\"Historical reviews of Jeanne Hamers, Kyoung-Shin Choi, Linda Zelewski, Lloyd Smith: The project lab is frequently described as time-consuming, confusing, and poorly designed. Homework is also noted as time-consuming, and exams can be difficult.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Edwin Sibert\",\"review_date\":\"2005-11-10 18:17:22 +0000 UTC\",\"review_id\":\"a98980b1beb309cbb62d55e6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:414685\",\"source_review_id\":\"UmF0aW5nLTEwODc3NDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\",\"type\":\"review\"},{\"instructor_name\":\"Joshua Coon\",\"review_date\":\"2010-05-13 21:20:13 +0000 UTC\",\"review_id\":\"e20468db47a4439681a1f4ef\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:925714\",\"source_review_id\":\"UmF0aW5nLTE3MTk3NTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\",\"type\":\"review\"},{\"instructor_name\":\"Jeannine Szczech\",\"review_date\":\"2012-01-11 12:56:43 +0000 UTC\",\"review_id\":\"23d7675f775b9ff2049729f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1479875\",\"source_review_id\":\"UmF0aW5nLTE5NzEwMjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1479875\",\"type\":\"review\"},{\"instructor_name\":\"Jeanne Hamers\",\"review_date\":\"2012-07-26 20:37:18 +0000 UTC\",\"review_id\":\"d9faf2e3269d2cf8625f7c5f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:968436\",\"source_review_id\":\"UmF0aW5nLTIwNTIwOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\",\"type\":\"review\"},{\"instructor_name\":\"Linda Zelewski\",\"review_date\":\"2016-04-14 14:11:56 +0000 UTC\",\"review_id\":\"9f7a9c544cb0d84d3d664712\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:638529\",\"source_review_id\":\"UmF0aW5nLTI2Mjk3Njc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\",\"type\":\"review\"},{\"instructor_name\":\"Leith Samad\",\"review_date\":\"2017-07-03 13:12:12 +0000 UTC\",\"review_id\":\"8c130380023267b9f9280195\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2236147\",\"source_review_id\":\"UmF0aW5nLTI4NTAzNjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236147\",\"type\":\"review\"},{\"instructor_name\":\"Song Jin\",\"review_date\":\"2018-05-11 11:08:03 +0000 UTC\",\"review_id\":\"a93cc91178f738906699b5c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:506714\",\"source_review_id\":\"UmF0aW5nLTMwMDcwNjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\",\"type\":\"review\"},{\"instructor_name\":\"Lida Khalafi\",\"review_date\":\"2019-05-13 16:52:56 +0000 UTC\",\"review_id\":\"554c0422de349956b675cb06\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2492821\",\"source_review_id\":\"UmF0aW5nLTMxODU4MDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2492821\",\"type\":\"review\"},{\"instructor_name\":\"John Wright\",\"review_date\":\"2020-09-12 14:35:56 +0000 UTC\",\"review_id\":\"7f5c0dd54989d33babd35657\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1215728\",\"source_review_id\":\"UmF0aW5nLTMzNjQxNTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\",\"type\":\"review\"},{\"instructor_name\":\"Kyoung-Shin Choi\",\"review_date\":\"2023-05-15 16:26:35 +0000 UTC\",\"review_id\":\"19065910dcacf878ffbec5bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1902841\",\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\",\"type\":\"review\"}],\"text\":\"Patrick Cross is the current instructor, but no reviews exist for his teaching. Historical reviews for instructors like Edwin Sibert and Kyoung-Shin Choi show polarized experiences, ranging from unhelpful lectures to passionate instruction. Students frequently cite the course's heavy lab component and inconsistent lecture clarity as major factors in their experience.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Jeanne Hamers\",\"review_date\":\"2012-07-26 20:37:18 +0000 UTC\",\"review_id\":\"d9faf2e3269d2cf8625f7c5f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:968436\",\"source_review_id\":\"UmF0aW5nLTIwNTIwOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\",\"type\":\"review\"},{\"instructor_name\":\"Linda Zelewski\",\"review_date\":\"2016-04-14 14:11:56 +0000 UTC\",\"review_id\":\"9f7a9c544cb0d84d3d664712\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:638529\",\"source_review_id\":\"UmF0aW5nLTI2Mjk3Njc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\",\"type\":\"review\"},{\"instructor_name\":\"Song Jin\",\"review_date\":\"2018-05-11 11:08:03 +0000 UTC\",\"review_id\":\"a93cc91178f738906699b5c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:506714\",\"source_review_id\":\"UmF0aW5nLTMwMDcwNjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\",\"type\":\"review\"},{\"instructor_name\":\"Kyoung-Shin Choi\",\"review_date\":\"2023-05-15 16:26:35 +0000 UTC\",\"review_id\":\"19065910dcacf878ffbec5bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1902841\",\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\",\"type\":\"review\"},{\"instructor_name\":\"Robert Hamers\",\"review_date\":\"2024-01-08 19:28:00 +0000 UTC\",\"review_id\":\"ef11a1ee9b5e4ca3e494bb5e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1889449\",\"source_review_id\":\"UmF0aW5nLTM4ODQ5MzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\",\"type\":\"review\"},{\"instructor_name\":\"Lloyd Smith\",\"review_date\":\"2026-05-07 03:49:54 +0000 UTC\",\"review_id\":\"ccda3f2d17424a5fce0d0965\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3133498\",\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\",\"type\":\"review\"}],\"text\":\"Historical reviews: The course is heavily lab-focused, with the project lab often dominating the workload. Lecture quality varies significantly by instructor, ranging from clear and helpful to disorganized or uninformative.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.33 GPA, 64.2% A/AB (n=109 letter grades); Fall 2025: 3.09 GPA, 51.0% A/AB (n=96 letter grades); Spring 2026: 3.28 GPA, 58.5% A/AB (n=106 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"John Wright\",\"review_date\":\"2020-09-12 14:35:56 +0000 UTC\",\"review_id\":\"7f5c0dd54989d33babd35657\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1215728\",\"source_review_id\":\"UmF0aW5nLTMzNjQxNTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\",\"type\":\"review\"},{\"instructor_name\":\"Kyoung-Shin Choi\",\"review_date\":\"2023-05-15 16:26:35 +0000 UTC\",\"review_id\":\"19065910dcacf878ffbec5bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1902841\",\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\",\"type\":\"review\"},{\"instructor_name\":\"Robert Hamers\",\"review_date\":\"2024-01-08 19:28:00 +0000 UTC\",\"review_id\":\"ef11a1ee9b5e4ca3e494bb5e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1889449\",\"source_review_id\":\"UmF0aW5nLTM4ODQ5MzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\",\"type\":\"review\"}],\"text\":\"Historical reviews of John Wright, Kyoung-Shin Choi, Robert Hamers: When lectures are unclear, students must rely on TAs or self-study to understand concepts. Attending class is considered necessary because slides and in-class problems are key resources for exams.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"JEANNE HAMERS is recorded teaching in Spring 2008, Spring 2010, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"JEANNINE SZCZECH is recorded teaching in Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"JOHN WRIGHT is recorded teaching in Spring 2009, Spring 2017, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"JOSHUA COON is recorded teaching in Fall 2008, Fall 2009, Spring 2010, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"KYOUNG-SHIN CHOI is recorded teaching in Spring 2018, Spring 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"LIDA KHALAFI is recorded teaching in Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"LINDA ZELEWSKI is recorded teaching in Fall 2010, Spring 2013, Spring 2015, Spring 2016, Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"LLOYD SMITH is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"ROBERT HAMERS is recorded teaching in Fall 2013, Fall 2014, Fall 2016, Spring 2017, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"CHEM 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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},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_a7668536d1e53aaa1b329b21","course_id":"CHEM 329","catalog_version_id":"76315d53de4ebcd4247a0eb6f9d59b99dc0d8d303fa3015db49b6097273f8bc9","record_version_id":"d9d6592e1ceb29fa2e9ca8b2b31c68b309f705ad600e47626842eedfa2b3c32f","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"b1ca64c1cd67b1e3653ebe85af468a3bb0fac200fb727730700b78b6359d23ed","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"CHEM 104or109. 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Topics include atomic and molecular structure, chemical equilibrium, acid-base chemistry, thermodynamics, kinetics, and electrochemistry.\"}],\"text\":\"General chemistry principles including equilibrium, kinetics, electrochemistry, and laboratory skills.\"}],\"search_phrases\":[\"analytical chemistry fundamentals\",\"chemical measurement techniques\",\"spectroscopy electrochemistry separations\",\"quantitative analysis laboratory\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Topics include equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"text\":\"Equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"title\",\"quote\":\"FUNDAMENTALS OF ANALYTICAL SCIENCE\"},{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Fundamentals of chemical measurement in chemistry, biology, engineering, geology, and the medical sciences.\"}],\"text\":\"CHEM 329 teaches fundamentals of chemical measurement, covering equilibria, spectroscopy, electrochemistry, and separations.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Topics include equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"text\":\"Equilibria of complex systems\"},{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Topics include equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"text\":\"Spectroscopy\"},{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Topics include equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"text\":\"Electrochemistry\"},{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Topics include equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"text\":\"Separations\"},{\"evidence\":[{\"course_id\":\"CHEM 329\",\"field\":\"description\",\"quote\":\"Topics include equilibria of complex systems, spectroscopy, electrochemistry, separations, and quantitative laboratory technique.\"}],\"text\":\"Quantitative laboratory technique\"}]}","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_a7668536d1e53aaa1b329b21","course_id":"CHEM 329","catalog_version_id":"76315d53de4ebcd4247a0eb6f9d59b99dc0d8d303fa3015db49b6097273f8bc9","record_version_id":"d9d6592e1ceb29fa2e9ca8b2b31c68b309f705ad600e47626842eedfa2b3c32f","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"b1ca64c1cd67b1e3653ebe85af468a3bb0fac200fb727730700b78b6359d23ed","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"The class is very hard. Understanding the material is very difficult, and the honor's project is even worse. Exams impossible, but all have big curves. Lectures are very fast and difficult to follow. Labs are helpful. Overall, the class is graded fairly.\",\"course_id\":\"CHEM 329\",\"date\":\"2004-05-25 15:46:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"552aa6a3451a9e96a369d395\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxODU2NjE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"Class is hard and time consuming. Lot of homework. Exams usually make you run out of time. But Dr. Hamers would do anything to help you out. She extends her office hours as much as possible. She immediately answers every single email questions. And she visits labs often to help students. She tries her best so if you do also you can get an A.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-04-11 23:45:14 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b091fe33f43727d9cd8b2c6c\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0MjgwMDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Great professor, nicest person ever.  329 is a very difficult class, long homeworks, two lab reports a week, and exams are pretty difficult.  If you work hard and go into office hours a B is attainable.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-08-14 11:13:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ed2b93e4dbd031d9ffc2226b\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NzQxNjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Lots of work and time required.  I loved chemistry before this class.\",\"course_id\":\"CHEM 329\",\"date\":\"2011-01-11 02:47:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"e698c5902c6bf91586eca20d\",\"instructor_id\":\"rmp:638529\",\"instructor_name\":\"Linda Zelewski\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE4MTE4MDM0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\"},{\"comment\":\"Nice lady. Terrible project lab that takes up 90% of your life and has little to do the rest of the course. Homework can be time consuming. The concepts and material for the class are easy. The ridiculous amount of \\\"busy\\\" work reduces time that can be spent on any other class.\",\"course_id\":\"CHEM 329\",\"date\":\"2012-07-26 20:37:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d9faf2e3269d2cf8625f7c5f\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIwNTIwOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Prof Zelewski isn't the worst lecturer. She definitely knows her stuff and does a good job of getting the information out in lecture. The lecture problems are also very helpful in that they get concepts out there and can help teach them. Her tests are very difficult but partial credit is offered. Her lectures are a bit disorganized at times too.\",\"course_id\":\"CHEM 329\",\"date\":\"2016-04-14 14:11:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9f7a9c544cb0d84d3d664712\",\"instructor_id\":\"rmp:638529\",\"instructor_name\":\"Linda Zelewski\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2Mjk3Njc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\"},{\"comment\":\"Dr. Khalafi is a great professor. She uses the whiteboard during lectures to write out problems instead of just using slides. The class overall is a lot of work, but the group project is fun and the homework is helpful for understanding material. The exams are fair. She's very helpful if you need to meet outside of class, and you can tell she cares\",\"course_id\":\"CHEM 329\",\"date\":\"2019-05-12 16:01:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8df218ea450ef58b8f83860d\",\"instructor_id\":\"rmp:2492821\",\"instructor_name\":\"Lida Khalafi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxODUwNTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2492821\"}],\"evidence_count\":7,\"review_ids\":[\"552aa6a3451a9e96a369d395\",\"b091fe33f43727d9cd8b2c6c\",\"ed2b93e4dbd031d9ffc2226b\",\"e698c5902c6bf91586eca20d\",\"d9faf2e3269d2cf8625f7c5f\",\"9f7a9c544cb0d84d3d664712\",\"8df218ea450ef58b8f83860d\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2492821\",\"name\":\"Lida Khalafi\"},{\"id\":\"rmp:414685\",\"name\":\"Edwin Sibert\"},{\"id\":\"rmp:638529\",\"name\":\"Linda Zelewski\"},{\"id\":\"rmp:968436\",\"name\":\"Jeanne Hamers\"}],\"review_year_end\":\"2019\",\"review_year_start\":\"2004\"},\"sentiment\":\"negative\",\"summary\":\"The course is consistently described as having a heavy workload, with time-consuming homework, long exams, and a significant lab component.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"This guy is straight up hilarious! He is probably the best lecturer i have had, even though others would say "what the hell?" His class is hard, after all, it is ANALytical chemistry. He is very willing to help students out (he saved my groups ass on our project for the honors section), very great guy.\",\"course_id\":\"CHEM 329\",\"date\":\"2006-06-12 13:14:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"38fdbc0814f025c9a91522fe\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExOTk2ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"I surprised at all of the bad ratings.  He's not a bad professor.  I would say that lecture is mandatory because his tests are based entirely on lecture material.  If you listen to lecture you will do well, he doesn't try to trick you with obscure questions not discussed like past chemistry professors I have had.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-12-13 17:21:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1058902c80bdea04842730a5\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MTg1MDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"Good and clear lectures, very personable and approchable during office hours. Homework is as hard as the tests so you will be very prepared.\",\"course_id\":\"CHEM 329\",\"date\":\"2009-08-30 11:22:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f7062fee08b0edc723a238a3\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2MTYxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Only teaches because its required for his job. Fairly hostile to students. Used last years exam when half the class was given it it section, completely unorganized and confused. If you get stuck with him make sure to get previous years final, he said he was going to use it again.\",\"course_id\":\"CHEM 329\",\"date\":\"2009-12-29 17:44:29 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"38f12613e2e035a825f0aad5\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE2NjU1MDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"No need to use the book. I felt that what he taught was not necessarily Analytical Chemistry. We learned little to no mathematical calculations and   exams were ridiculous. He is a researcher first and a professor only because he has to be. Very unapproachable and focused on his own research in class rather than material.\",\"course_id\":\"CHEM 329\",\"date\":\"2010-05-13 21:20:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e20468db47a4439681a1f4ef\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE3MTk3NTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"Her lectures and lecture notes are reasonably clear. She follows the textbook almost word for word, so the best way to get a good grade is to read the book and do practice problems at the end of chapters. Weekly homework assignments are end of chapter problems for a completion grade, solutions available in the book, the solutions manual or on chegg\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 16:31:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"51140bcb5df13b60855e6135\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAyNTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"She is one of the most amazing lecturers I have had, and I would highly recommend taking any class taught by her as she makes everything crystal clear in terms of expectations. On top of that, she is hilarious! She puts a lot of work into teaching and expects her students to reciprocate that, which makes for a fantastic professor.\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 18:19:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2821d86a9ede0f38bc842e14\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Its a disorganised course . He is an awesome researcher but not a great lecturer. Youre gonna have to work hard.\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-11 11:08:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a93cc91178f738906699b5c0\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMwMDcwNjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"Lecture is confusing even for Prof Wright. He gets confused by his own examples often. Concepts "learned" in lecture have little to no application for the lab. Homework has to be coded in Python, which is not explained properly, homework problems are riddled with mistakes (homework is pretty easy once you get it though, and you grade it yourself.)\",\"course_id\":\"CHEM 329\",\"date\":\"2019-04-09 02:36:23 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"10da9108b54779fbdce908f6\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMxNTU0MjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Dr. Wright is a nice person, but he does not explain the concepts well. A lot of the information you have to ask for help from the TAs to understand or you need to figure out yourself. The labs do not align with the lecture material at all. The homework is difficult because you can't understand the lecture. You need a good TA.\",\"course_id\":\"CHEM 329\",\"date\":\"2020-09-12 14:35:56 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"7f5c0dd54989d33babd35657\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTMzNjQxNTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Dr. Choi is very passionate about chemistry and gives great lectures. There is a textbook for the class, but exams are written based almost entirely off of homework and lecture slides. There is a large project lab for the class, which is poorly designed and incredibly confusing. People say it is an easy grade, but I found it was graded harshly. \",\"course_id\":\"CHEM 329\",\"date\":\"2023-05-15 16:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"19065910dcacf878ffbec5bb\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Lectures can be boring but everything he covers in class is on the slides (which are very helpful) and is clear about what will be on exams as homework is similar to exams. He is amazing and helpful in office hours. Class is very lab heavy so exams do not matter as much which is really helpful. Going to class is very necessary to do well on exams.\",\"course_id\":\"CHEM 329\",\"date\":\"2024-01-08 19:28:00 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef11a1ee9b5e4ca3e494bb5e\",\"instructor_id\":\"rmp:1889449\",\"instructor_name\":\"Robert Hamers\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4ODQ5MzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\"},{\"comment\":\"His lectures are bad. Doesnt post slides beforehand, barely explains anything, sometimes shows you his written notes with his bad handwriting and then doesn't explain anything. Constantly shows you AI google searches and uses that to explain things. On our 1st exam our avg was 45 and he called us STUPID & said it was bc we were using AI for our hw\",\"course_id\":\"CHEM 329\",\"date\":\"2025-12-04 15:23:44 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"6bb5a56fec13dc65c8aac94b\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMDMyNzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"},{\"comment\":\"The worst lecturer.\",\"course_id\":\"CHEM 329\",\"date\":\"2025-12-18 22:56:58 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5dbda35306bbb1181db589d0\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMzM2OTAx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"},{\"comment\":\"No information was gained from the lectures. Extremely tough (almost unfair) grading all throughout the semester, especially the final presentation. Test questions are difficult to decipher what you're actually supposed to know. He uses AI in lectures, but him and Dr. B would have freaked out if any student ever used it.\",\"course_id\":\"CHEM 329\",\"date\":\"2026-05-07 03:49:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ccda3f2d17424a5fce0d0965\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"}],\"evidence_count\":15,\"review_ids\":[\"38fdbc0814f025c9a91522fe\",\"1058902c80bdea04842730a5\",\"f7062fee08b0edc723a238a3\",\"38f12613e2e035a825f0aad5\",\"e20468db47a4439681a1f4ef\",\"51140bcb5df13b60855e6135\",\"2821d86a9ede0f38bc842e14\",\"a93cc91178f738906699b5c0\",\"10da9108b54779fbdce908f6\",\"7f5c0dd54989d33babd35657\",\"19065910dcacf878ffbec5bb\",\"ef11a1ee9b5e4ca3e494bb5e\",\"6bb5a56fec13dc65c8aac94b\",\"5dbda35306bbb1181db589d0\",\"ccda3f2d17424a5fce0d0965\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1215728\",\"name\":\"John Wright\"},{\"id\":\"rmp:1889449\",\"name\":\"Robert Hamers\"},{\"id\":\"rmp:1902841\",\"name\":\"Kyoung-Shin Choi\"},{\"id\":\"rmp:3133498\",\"name\":\"Lloyd Smith\"},{\"id\":\"rmp:506714\",\"name\":\"Song Jin\"},{\"id\":\"rmp:925714\",\"name\":\"Joshua Coon\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2006\"},\"sentiment\":\"mixed\",\"summary\":\"Teaching quality varies significantly by instructor; some are praised for clear explanations and helpfulness, while others are criticized for disorganized lectures and poor communication.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The class is very hard. Understanding the material is very difficult, and the honor's project is even worse. Exams impossible, but all have big curves. Lectures are very fast and difficult to follow. Labs are helpful. Overall, the class is graded fairly.\",\"course_id\":\"CHEM 329\",\"date\":\"2004-05-25 15:46:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"552aa6a3451a9e96a369d395\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxODU2NjE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"Very nice and understanding. Material is hard, tests are hard, but the curve is fair.\",\"course_id\":\"CHEM 329\",\"date\":\"2005-05-02 20:42:45 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"e290fd34463873cfbf6eeb3f\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3NjU3MDg=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"Class is hard and time consuming. Lot of homework. Exams usually make you run out of time. But Dr. Hamers would do anything to help you out. She extends her office hours as much as possible. She immediately answers every single email questions. And she visits labs often to help students. She tries her best so if you do also you can get an A.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-04-11 23:45:14 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"b091fe33f43727d9cd8b2c6c\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0MjgwMDY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Great professor, nicest person ever.  329 is a very difficult class, long homeworks, two lab reports a week, and exams are pretty difficult.  If you work hard and go into office hours a B is attainable.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-08-14 11:13:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ed2b93e4dbd031d9ffc2226b\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE0NzQxNjE2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"I surprised at all of the bad ratings.  He's not a bad professor.  I would say that lecture is mandatory because his tests are based entirely on lecture material.  If you listen to lecture you will do well, he doesn't try to trick you with obscure questions not discussed like past chemistry professors I have had.\",\"course_id\":\"CHEM 329\",\"date\":\"2008-12-13 17:21:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"1058902c80bdea04842730a5\",\"instructor_id\":\"rmp:925714\",\"instructor_name\":\"Joshua Coon\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE1MTg1MDc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\"},{\"comment\":\"Good and clear lectures, very personable and approchable during office hours. Homework is as hard as the tests so you will be very prepared.\",\"course_id\":\"CHEM 329\",\"date\":\"2009-08-30 11:22:12 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"f7062fee08b0edc723a238a3\",\"instructor_id\":\"rmp:1215728\",\"instructor_name\":\"John Wright\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE2MTYxNDY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\"},{\"comment\":\"Really nice guy and explains things well in lecture. Exams are really fair and just like the homework & book problems. The class is a lot of work, but it's pretty easy to pull of decent grade with the lenient grading scale. It's not as bad as everyone says. The average gpa in the class was 3.37, so around a B/AB range.\",\"course_id\":\"CHEM 329\",\"date\":\"2011-05-14 03:03:55 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"041e22a96735e7feccf6aafa\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE4NTk5OTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"Prof Zelewski isn't the worst lecturer. She definitely knows her stuff and does a good job of getting the information out in lecture. The lecture problems are also very helpful in that they get concepts out there and can help teach them. Her tests are very difficult but partial credit is offered. Her lectures are a bit disorganized at times too.\",\"course_id\":\"CHEM 329\",\"date\":\"2016-04-14 14:11:56 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9f7a9c544cb0d84d3d664712\",\"instructor_id\":\"rmp:638529\",\"instructor_name\":\"Linda Zelewski\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI2Mjk3Njc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\"},{\"comment\":\"His tests were extremely fair, with most of the questions being variations of the practice exams and past homework. If you do all of the homework and the past exams, you will do fine on the exams. He is late on giving out homework assignments, though.\",\"course_id\":\"CHEM 329\",\"date\":\"2017-01-02 11:46:18 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b2497a25d12ac853367add20\",\"instructor_id\":\"rmp:1889449\",\"instructor_name\":\"Robert Hamers\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI3NjU1NDI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\"},{\"comment\":\"Samad was very nervous and it was obvious that this was his first course. He was not helpful when I attended office hours and graded textbook homework really hard. Invest in the solutions guide. The exams are much easier than the homework/practice exams. If you read the text book and make sure you understand the pre lab before lab you will be fine.\",\"course_id\":\"CHEM 329\",\"date\":\"2017-07-03 13:12:12 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8c130380023267b9f9280195\",\"instructor_id\":\"rmp:2236147\",\"instructor_name\":\"Leith Samad\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4NTAzNjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236147\"},{\"comment\":\"Her lectures and lecture notes are reasonably clear. She follows the textbook almost word for word, so the best way to get a good grade is to read the book and do practice problems at the end of chapters. Weekly homework assignments are end of chapter problems for a completion grade, solutions available in the book, the solutions manual or on chegg\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 16:31:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"51140bcb5df13b60855e6135\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAyNTQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"She is one of the most amazing lecturers I have had, and I would highly recommend taking any class taught by her as she makes everything crystal clear in terms of expectations. On top of that, she is hilarious! She puts a lot of work into teaching and expects her students to reciprocate that, which makes for a fantastic professor.\",\"course_id\":\"CHEM 329\",\"date\":\"2018-05-06 18:19:09 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2821d86a9ede0f38bc842e14\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwMDAzNDA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Dr. Choi is very passionate about chemistry and gives great lectures. There is a textbook for the class, but exams are written based almost entirely off of homework and lecture slides. There is a large project lab for the class, which is poorly designed and incredibly confusing. People say it is an easy grade, but I found it was graded harshly. \",\"course_id\":\"CHEM 329\",\"date\":\"2023-05-15 16:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"19065910dcacf878ffbec5bb\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"Lectures can be boring but everything he covers in class is on the slides (which are very helpful) and is clear about what will be on exams as homework is similar to exams. He is amazing and helpful in office hours. Class is very lab heavy so exams do not matter as much which is really helpful. Going to class is very necessary to do well on exams.\",\"course_id\":\"CHEM 329\",\"date\":\"2024-01-08 19:28:00 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef11a1ee9b5e4ca3e494bb5e\",\"instructor_id\":\"rmp:1889449\",\"instructor_name\":\"Robert Hamers\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4ODQ5MzM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1889449\"},{\"comment\":\"No information was gained from the lectures. Extremely tough (almost unfair) grading all throughout the semester, especially the final presentation. Test questions are difficult to decipher what you're actually supposed to know. He uses AI in lectures, but him and Dr. B would have freaked out if any student ever used it.\",\"course_id\":\"CHEM 329\",\"date\":\"2026-05-07 03:49:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ccda3f2d17424a5fce0d0965\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"}],\"evidence_count\":15,\"review_ids\":[\"552aa6a3451a9e96a369d395\",\"e290fd34463873cfbf6eeb3f\",\"b091fe33f43727d9cd8b2c6c\",\"ed2b93e4dbd031d9ffc2226b\",\"1058902c80bdea04842730a5\",\"f7062fee08b0edc723a238a3\",\"041e22a96735e7feccf6aafa\",\"9f7a9c544cb0d84d3d664712\",\"b2497a25d12ac853367add20\",\"8c130380023267b9f9280195\",\"51140bcb5df13b60855e6135\",\"2821d86a9ede0f38bc842e14\",\"19065910dcacf878ffbec5bb\",\"ef11a1ee9b5e4ca3e494bb5e\",\"ccda3f2d17424a5fce0d0965\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1215728\",\"name\":\"John Wright\"},{\"id\":\"rmp:1889449\",\"name\":\"Robert Hamers\"},{\"id\":\"rmp:1902841\",\"name\":\"Kyoung-Shin Choi\"},{\"id\":\"rmp:2236147\",\"name\":\"Leith Samad\"},{\"id\":\"rmp:3133498\",\"name\":\"Lloyd Smith\"},{\"id\":\"rmp:414685\",\"name\":\"Edwin Sibert\"},{\"id\":\"rmp:506714\",\"name\":\"Song Jin\"},{\"id\":\"rmp:638529\",\"name\":\"Linda Zelewski\"},{\"id\":\"rmp:925714\",\"name\":\"Joshua Coon\"},{\"id\":\"rmp:968436\",\"name\":\"Jeanne Hamers\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment methods include exams, homework, and a large project lab. Exams are often described as difficult or time-consuming, but some instructors provide fair grading and helpful practice materials.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The class is very hard. Understanding the material is very difficult, and the honor's project is even worse. Exams impossible, but all have big curves. Lectures are very fast and difficult to follow. Labs are helpful. Overall, the class is graded fairly.\",\"course_id\":\"CHEM 329\",\"date\":\"2004-05-25 15:46:11 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"552aa6a3451a9e96a369d395\",\"instructor_id\":\"rmp:414685\",\"instructor_name\":\"Edwin Sibert\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxODU2NjE=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\"},{\"comment\":\"This guy is straight up hilarious! He is probably the best lecturer i have had, even though others would say "what the hell?" His class is hard, after all, it is ANALytical chemistry. He is very willing to help students out (he saved my groups ass on our project for the honors section), very great guy.\",\"course_id\":\"CHEM 329\",\"date\":\"2006-06-12 13:14:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"38fdbc0814f025c9a91522fe\",\"instructor_id\":\"rmp:506714\",\"instructor_name\":\"Song Jin\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTExOTk2ODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\"},{\"comment\":\"Nice lady. Terrible project lab that takes up 90% of your life and has little to do the rest of the course. Homework can be time consuming. The concepts and material for the class are easy. The ridiculous amount of \\\"busy\\\" work reduces time that can be spent on any other class.\",\"course_id\":\"CHEM 329\",\"date\":\"2012-07-26 20:37:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d9faf2e3269d2cf8625f7c5f\",\"instructor_id\":\"rmp:968436\",\"instructor_name\":\"Jeanne Hamers\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIwNTIwOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\"},{\"comment\":\"Dr. Khalafi is a great professor. She uses the whiteboard during lectures to write out problems instead of just using slides. The class overall is a lot of work, but the group project is fun and the homework is helpful for understanding material. The exams are fair. She's very helpful if you need to meet outside of class, and you can tell she cares\",\"course_id\":\"CHEM 329\",\"date\":\"2019-05-12 16:01:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"8df218ea450ef58b8f83860d\",\"instructor_id\":\"rmp:2492821\",\"instructor_name\":\"Lida Khalafi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxODUwNTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2492821\"},{\"comment\":\"Dr. Choi is very passionate about chemistry and gives great lectures. There is a textbook for the class, but exams are written based almost entirely off of homework and lecture slides. There is a large project lab for the class, which is poorly designed and incredibly confusing. People say it is an easy grade, but I found it was graded harshly. \",\"course_id\":\"CHEM 329\",\"date\":\"2023-05-15 16:26:35 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"19065910dcacf878ffbec5bb\",\"instructor_id\":\"rmp:1902841\",\"instructor_name\":\"Kyoung-Shin Choi\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\"},{\"comment\":\"No information was gained from the lectures. Extremely tough (almost unfair) grading all throughout the semester, especially the final presentation. Test questions are difficult to decipher what you're actually supposed to know. He uses AI in lectures, but him and Dr. B would have freaked out if any student ever used it.\",\"course_id\":\"CHEM 329\",\"date\":\"2026-05-07 03:49:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"ccda3f2d17424a5fce0d0965\",\"instructor_id\":\"rmp:3133498\",\"instructor_name\":\"Lloyd Smith\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDU1ODU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3133498\"}],\"evidence_count\":6,\"review_ids\":[\"552aa6a3451a9e96a369d395\",\"38fdbc0814f025c9a91522fe\",\"d9faf2e3269d2cf8625f7c5f\",\"8df218ea450ef58b8f83860d\",\"19065910dcacf878ffbec5bb\",\"ccda3f2d17424a5fce0d0965\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1902841\",\"name\":\"Kyoung-Shin Choi\"},{\"id\":\"rmp:2492821\",\"name\":\"Lida Khalafi\"},{\"id\":\"rmp:3133498\",\"name\":\"Lloyd Smith\"},{\"id\":\"rmp:414685\",\"name\":\"Edwin Sibert\"},{\"id\":\"rmp:506714\",\"name\":\"Song Jin\"},{\"id\":\"rmp:968436\",\"name\":\"Jeanne Hamers\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"The course includes a significant project lab component, which some students find helpful and fun, while others describe it as disorganized, confusing, and overly time-consuming.\"}]}","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_a7668536d1e53aaa1b329b21","course_id":"CHEM 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18:17:22 +0000 UTC\",\"review_id\":\"a98980b1beb309cbb62d55e6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:414685\",\"source_review_id\":\"UmF0aW5nLTEwODc3NDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/414685\",\"type\":\"review\"},{\"instructor_name\":\"Joshua Coon\",\"review_date\":\"2010-05-13 21:20:13 +0000 UTC\",\"review_id\":\"e20468db47a4439681a1f4ef\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:925714\",\"source_review_id\":\"UmF0aW5nLTE3MTk3NTgx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/925714\",\"type\":\"review\"},{\"instructor_name\":\"Jeannine Szczech\",\"review_date\":\"2012-01-11 12:56:43 +0000 UTC\",\"review_id\":\"23d7675f775b9ff2049729f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1479875\",\"source_review_id\":\"UmF0aW5nLTE5NzEwMjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1479875\",\"type\":\"review\"},{\"instructor_name\":\"Jeanne Hamers\",\"review_date\":\"2012-07-26 20:37:18 +0000 UTC\",\"review_id\":\"d9faf2e3269d2cf8625f7c5f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:968436\",\"source_review_id\":\"UmF0aW5nLTIwNTIwOTc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/968436\",\"type\":\"review\"},{\"instructor_name\":\"Linda Zelewski\",\"review_date\":\"2016-04-14 14:11:56 +0000 UTC\",\"review_id\":\"9f7a9c544cb0d84d3d664712\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:638529\",\"source_review_id\":\"UmF0aW5nLTI2Mjk3Njc4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/638529\",\"type\":\"review\"},{\"instructor_name\":\"Leith Samad\",\"review_date\":\"2017-07-03 13:12:12 +0000 UTC\",\"review_id\":\"8c130380023267b9f9280195\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2236147\",\"source_review_id\":\"UmF0aW5nLTI4NTAzNjY3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2236147\",\"type\":\"review\"},{\"instructor_name\":\"Song Jin\",\"review_date\":\"2018-05-11 11:08:03 +0000 UTC\",\"review_id\":\"a93cc91178f738906699b5c0\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:506714\",\"source_review_id\":\"UmF0aW5nLTMwMDcwNjQ0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/506714\",\"type\":\"review\"},{\"instructor_name\":\"Lida Khalafi\",\"review_date\":\"2019-05-13 16:52:56 +0000 UTC\",\"review_id\":\"554c0422de349956b675cb06\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2492821\",\"source_review_id\":\"UmF0aW5nLTMxODU4MDE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2492821\",\"type\":\"review\"},{\"instructor_name\":\"John Wright\",\"review_date\":\"2020-09-12 14:35:56 +0000 UTC\",\"review_id\":\"7f5c0dd54989d33babd35657\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1215728\",\"source_review_id\":\"UmF0aW5nLTMzNjQxNTky\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1215728\",\"type\":\"review\"},{\"instructor_name\":\"Kyoung-Shin Choi\",\"review_date\":\"2023-05-15 16:26:35 +0000 UTC\",\"review_id\":\"19065910dcacf878ffbec5bb\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1902841\",\"source_review_id\":\"UmF0aW5nLTM3OTI2NjIx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1902841\",\"type\":\"review\"}],\"text\":\"Patrick Cross is the current instructor, but no reviews exist for his teaching. Historical reviews for instructors like Edwin Sibert and Kyoung-Shin Choi show polarized experiences, ranging from unhelpful lectures to passionate instruction. Students frequently cite the course's heavy lab component and inconsistent lecture clarity as major factors in their experience.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.33 GPA, 64.2% A/AB (n=109 letter grades); Fall 2025: 3.09 GPA, 51.0% A/AB (n=96 letter grades); Spring 2026: 3.28 GPA, 58.5% A/AB (n=106 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1084\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"JEANNE HAMERS is recorded teaching in Spring 2008, Spring 2010, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"}],\"text\":\"JEANNINE SZCZECH is recorded teaching in Spring 2011. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"JOHN WRIGHT is recorded teaching in Spring 2009, Spring 2017, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"}],\"text\":\"JOSHUA COON is recorded teaching in Fall 2008, Fall 2009, Spring 2010, Spring 2012. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"}],\"text\":\"KYOUNG-SHIN CHOI is recorded teaching in Spring 2018, Spring 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"LIDA KHALAFI is recorded teaching in Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"}],\"text\":\"LINDA ZELEWSKI is recorded teaching in Fall 2010, Spring 2013, Spring 2015, Spring 2016, Fall 2019, Spring 2020. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"LLOYD SMITH is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"ROBERT HAMERS is recorded teaching in Fall 2013, Fall 2014, Fall 2016, Spring 2017, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CHEM 329\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"source_record\":{\"entity_id\":\"b09d6895-c1aa-3bf6-a3fc-4f4598ecd577\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"SONG JIN is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2011, Spring 2013, Spring 2014, Fall 2015, Spring 2016, Fall 2017, Spring 2018, Fall 2018, Spring 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]