[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"85525fcc812bebe93fc54326a5f6633b953c60f11910158bf75a8e43f8a34f42","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[\"n0\",\"n1\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A. Not open to students with credit forASTRON 200.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A.\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A.\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forASTRON 200.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":200,\"minimum_grade\":null,\"subjects\":[\"ASTRON\"],\"timing\":\"prior\"},\"evidence\":\"credit forASTRON 200\",\"id\":\"n3\",\"kind\":\"course\"}],\"notes\":[\"Linked course ASTRON 200 found in linked_courses.\"],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Node n0 references itself; remove the self-reference.\nNode n2 references itself; remove the self-reference.\nCycle reaches node n0; requirement graphs must be trees.\nUnreachable nodes: n2, n3; connect all conditions and exclusions to the root.\nMissing global exclusion 'Not open to students with credit forASTRON 200': use a not node under the root all (or root not), with the full exclusion as evidence, applying to every eligibility alternative.","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"85525fcc812bebe93fc54326a5f6633b953c60f11910158bf75a8e43f8a34f42","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"introductory astronomy course\",\"stars galaxies cosmology\",\"big bang black holes\",\"ASTRON 103 syllabus\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"exploration of the universe, from the big bang to the birth, life, and death of stars and the warped reality of black holes\"}],\"text\":\"ASTRON 103 explores the universe, covering stars, galaxies, black holes, and cosmology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"lifecycles of stars; supernovae and creation of elements; white dwarfs, pulsars and black holes\"}],\"text\":\"Stellar lifecycles, supernovae, and compact objects\"},{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"the Milky Way and galaxies; distances of stars and galaxies; quasars\"}],\"text\":\"Galaxies, quasars, and cosmic distances\"},{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"expansion of universe; modern big bang cosmology, dark matter, dark energy\"}],\"text\":\"Cosmology, dark matter, and dark energy\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"85525fcc812bebe93fc54326a5f6633b953c60f11910158bf75a8e43f8a34f42","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"06ea9ff57aadc8d7a013c2b565b92301be2ba9be95f3e5f93f202c15602690e8","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A. Not open to students with credit forASTRON 200.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A.\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A.\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forASTRON 200.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":200,\"minimum_grade\":null,\"subjects\":[\"ASTRON\"],\"timing\":\"prior\"},\"evidence\":\"credit forASTRON 200\",\"id\":\"n3\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"06ea9ff57aadc8d7a013c2b565b92301be2ba9be95f3e5f93f202c15602690e8","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"introductory astronomy course\",\"stars galaxies cosmology\",\"big bang black holes\",\"ASTRON 103 syllabus\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"exploration of the universe, from the big bang to the birth, life, and death of stars and the warped reality of black holes\"}],\"text\":\"ASTRON 103 explores the universe, covering stars, galaxies, black holes, and cosmology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"lifecycles of stars; supernovae and creation of elements; white dwarfs, pulsars and black holes\"}],\"text\":\"Stellar lifecycles, supernovae, and compact objects\"},{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"the Milky Way and galaxies; distances of stars and galaxies; quasars\"}],\"text\":\"Galaxies, quasars, and cosmic distances\"},{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"expansion of universe; modern big bang cosmology, dark matter, dark energy\"}],\"text\":\"Cosmology, dark matter, and dark energy\"}]}","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_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"06ea9ff57aadc8d7a013c2b565b92301be2ba9be95f3e5f93f202c15602690e8","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great professor. Loving his lectures. Super devoted to teaching and making a difference. He has real practical understanding of the field because he worked on creating the James Webb Space Telescope. Definitely inspired me to double major in Astronomy!\",\"course_id\":\"ASTRON 103\",\"date\":\"2022-10-17 23:27:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"22d45fe0c74b5dc221fccc82\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2NzA4OTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"I would 100% recommend Astron103 to someone looking to fill a physical science/QRB credit. It's definitely not an easy A, but Professor Beatty makes it easy to do well. He navigates topics extremely well and makes tough concepts a lot easier to understand. Very interesting material and a huge takeaway!\",\"course_id\":\"ASTRON 103\",\"date\":\"2022-12-15 04:58:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d547523bb483fd3e543f402b\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MTMyMTc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"You can really see that proffesor actually enjoys teaching and is actually interested in his own subject. Classes are not boring and is doable even by just reading the slides he makes.\",\"course_id\":\"ASTRON 103\",\"date\":\"2023-07-15 09:51:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"73bdc0ae71d547e30375fb41\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MTA0NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"Great professor, makes the class interesting.\\nI enjoyed being his student!\",\"course_id\":\"ASTRON 103\",\"date\":\"2025-02-22 20:15:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"006fd5dc1866dec45463d3b2\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNjk4MDI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"One of the best classes I've taken. Prof. Beatty and Evan Linck, the TA, make astronomy very engaging and exciting. There are physical aspects as well, such as visiting the telescope and the space room, that make the class so much better. Prof. Beatty is very accommodating of students' success and cares about them. The class made me love astronomy.\",\"course_id\":\"ASTRON 103\",\"date\":\"2025-05-09 23:24:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"2376a15fcbd9030fb3ce3adf\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMjMxOTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"This class is not it. This semester she had I think one Or TAs so it was difficult to even ask her about our grades in class because she could never grade or homework quizzes or exams on time, second exam graded 3 days before final . This class is all memorization and its hard to stay engage when shes reading from the slide, overall not fun.\",\"course_id\":\"ASTRON 103\",\"date\":\"2021-12-22 06:05:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7a6a2ad8348dced0c69162b3\",\"instructor_id\":\"rmp:1577564\",\"instructor_name\":\"Christy Tremonti\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjI5NzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\"},{\"comment\":\"reads off slides. fairly easy tests if u go through the slides before tests. very interesting material but boring lectures.\",\"course_id\":\"ASTRON 103\",\"date\":\"2013-05-09 01:37:49 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bbf9c010d3a19e3a7edaa84b\",\"instructor_id\":\"rmp:1577564\",\"instructor_name\":\"Christy Tremonti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxNzE1MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\"},{\"comment\":\"You can tell he's an absolutely brilliant man, but for a 103 class he makes it too hard. He's difficult to understand and mumbles a lot. The homework and practice questions are SO much easier than his actual tests, so they're not much help in preparing. I'm an AB student, studied my butt off for the first exam, and got a D. Good luck...\",\"course_id\":\"ASTRON 103\",\"date\":\"2014-11-04 23:09:52 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"710fe1343f4593ccecc0fdc3\",\"instructor_id\":\"rmp:1146908\",\"instructor_name\":\"Alex Lazarian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzNzQ1MjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1146908\"},{\"comment\":\"It is very difficult to understand his accent but luckily you can just copy down the notes from the powerpoint. The class is deceiving. The material seems easy but then the tests test you on less important topics. \",\"course_id\":\"ASTRON 103\",\"date\":\"2014-12-22 11:26:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d366e81d64a1cb1d4efc83b9\",\"instructor_id\":\"rmp:1146908\",\"instructor_name\":\"Alex Lazarian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI0MTY3MTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1146908\"}],\"evidence_count\":9,\"review_ids\":[\"22d45fe0c74b5dc221fccc82\",\"d547523bb483fd3e543f402b\",\"73bdc0ae71d547e30375fb41\",\"006fd5dc1866dec45463d3b2\",\"2376a15fcbd9030fb3ce3adf\",\"7a6a2ad8348dced0c69162b3\",\"bbf9c010d3a19e3a7edaa84b\",\"710fe1343f4593ccecc0fdc3\",\"d366e81d64a1cb1d4efc83b9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1146908\",\"name\":\"Alex Lazarian\"},{\"id\":\"rmp:1577564\",\"name\":\"Christy Tremonti\"},{\"id\":\"rmp:2827922\",\"name\":\"Thomas Beatty\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"summary\":\"Professor Beatty is widely praised for making complex topics accessible and engaging, though some previous instructors were criticized for mumbling, reading slides, or having difficult accents.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"If you didn't understand everything that was happening in Interstellar, then you won't pass this class. Thought it would be intro level information on the universe and turned out to be super science heavy and very deep information I was not prepared for. Get ready to read a lot in the textbook and expect difficult multiple choice exams.\",\"course_id\":\"ASTRON 103\",\"date\":\"2017-04-24 14:52:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"950e7d6a7eb1b44ce835425d\",\"instructor_id\":\"rmp:2102571\",\"instructor_name\":\"Matthew Bershady\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4MTExODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102571\"},{\"comment\":\"Honestly, Professor Beatty was great. But the class and materials covered...that's a different story. DO NOT TAKE ASTRO 103 as an easy science credit....you will be wrong. The course description is so far from what you actually talk about. It's not about fun stuff about the planets - IT'S ALL PHYSICS. A TA even called the class astro physics. \",\"course_id\":\"ASTRON 103\",\"date\":\"2022-11-29 04:05:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0cf41e0e0924e34ec337df30\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM2OTA3MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"Really enjoyed this class! Lecture attendance wasn't mandatory but I went anyways because his lectures were great. Might be more math involved than some might like, but it's mostly in section assignments and exams are not math heavy. Weekly homework and math exercises, but nothing I found to be busy work. Great option for a QRB credit! \",\"course_id\":\"ASTRON 103\",\"date\":\"2022-11-28 15:16:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5cdae83cfddaab890cd0ccf1\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2ODk4NjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"As a social science major, Professor Beatty made Astronomy 103 extremely interesting for me. He worked on the JWST which is really cool. The class is pretty easy and he just wants you to enjoy astronomy instead of making it really difficult. He obviously knows a lot and likes to make class pretty chill. Recommend him for sure!\",\"course_id\":\"ASTRON 103\",\"date\":\"2022-12-21 03:40:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2019bffe62283654bb9a5cb8\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MjEwNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"Overall I liked Professor Beatty and I found Astron103 to be very interesting. I'd suggest attending lectures even though he usually reads off of the slides. You will be required to use some algebra throughout, but the professor and TA's are a great resource. It's not a freebie class but if you're interested in astronomy it's totally worth taking.\",\"course_id\":\"ASTRON 103\",\"date\":\"2023-01-19 22:01:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bf3e7b219fc2adec3abb1223\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzU3NjM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"Prof is really nice and lectures are cool (although he just reads the slides), but this is not a good class if you aren't good at math or physics. It's not an easy science credit, although you can do okay with some work. Prof and TA's put in a lot of effort to help you succeed (s/o Teddy!). \",\"course_id\":\"ASTRON 103\",\"date\":\"2023-01-30 22:42:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3fa5e9ccfabf5f336eb79183\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3MzkzMDAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"I am not an astronomy major, nor do I have any interest in it. While I definitely could have put in more work in both lecture and discussion, there were times where I had absolutely no clue what was going on. I would not recommend this class to anyone that doesn't absolutely need it. \",\"course_id\":\"ASTRON 103\",\"date\":\"2022-12-27 04:58:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c3b24864a9f1c36d55c65c4b\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3MjQ4NTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"}],\"evidence_count\":7,\"review_ids\":[\"950e7d6a7eb1b44ce835425d\",\"0cf41e0e0924e34ec337df30\",\"5cdae83cfddaab890cd0ccf1\",\"2019bffe62283654bb9a5cb8\",\"bf3e7b219fc2adec3abb1223\",\"3fa5e9ccfabf5f336eb79183\",\"c3b24864a9f1c36d55c65c4b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2102571\",\"name\":\"Matthew Bershady\"},{\"id\":\"rmp:2827922\",\"name\":\"Thomas Beatty\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"The class is not an easy 'freebie' and requires work, including reading and algebra, but many students find the workload manageable and not busy work.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"You can tell he's an absolutely brilliant man, but for a 103 class he makes it too hard. He's difficult to understand and mumbles a lot. The homework and practice questions are SO much easier than his actual tests, so they're not much help in preparing. I'm an AB student, studied my butt off for the first exam, and got a D. Good luck...\",\"course_id\":\"ASTRON 103\",\"date\":\"2014-11-04 23:09:52 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"710fe1343f4593ccecc0fdc3\",\"instructor_id\":\"rmp:1146908\",\"instructor_name\":\"Alex Lazarian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzNzQ1MjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1146908\"},{\"comment\":\"It is very difficult to understand his accent but luckily you can just copy down the notes from the powerpoint. The class is deceiving. The material seems easy but then the tests test you on less important topics. \",\"course_id\":\"ASTRON 103\",\"date\":\"2014-12-22 11:26:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d366e81d64a1cb1d4efc83b9\",\"instructor_id\":\"rmp:1146908\",\"instructor_name\":\"Alex Lazarian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI0MTY3MTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1146908\"},{\"comment\":\"If you didn't understand everything that was happening in Interstellar, then you won't pass this class. Thought it would be intro level information on the universe and turned out to be super science heavy and very deep information I was not prepared for. Get ready to read a lot in the textbook and expect difficult multiple choice exams.\",\"course_id\":\"ASTRON 103\",\"date\":\"2017-04-24 14:52:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"950e7d6a7eb1b44ce835425d\",\"instructor_id\":\"rmp:2102571\",\"instructor_name\":\"Matthew Bershady\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4MTExODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102571\"},{\"comment\":\"Really enjoyed this class! Lecture attendance wasn't mandatory but I went anyways because his lectures were great. Might be more math involved than some might like, but it's mostly in section assignments and exams are not math heavy. Weekly homework and math exercises, but nothing I found to be busy work. Great option for a QRB credit! \",\"course_id\":\"ASTRON 103\",\"date\":\"2022-11-28 15:16:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5cdae83cfddaab890cd0ccf1\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2ODk4NjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"}],\"evidence_count\":4,\"review_ids\":[\"710fe1343f4593ccecc0fdc3\",\"d366e81d64a1cb1d4efc83b9\",\"950e7d6a7eb1b44ce835425d\",\"5cdae83cfddaab890cd0ccf1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1146908\",\"name\":\"Alex Lazarian\"},{\"id\":\"rmp:2102571\",\"name\":\"Matthew Bershady\"},{\"id\":\"rmp:2827922\",\"name\":\"Thomas Beatty\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Exams can be tricky, with some students noting a disconnect between easy homework and difficult tests, or tests covering less obvious topics.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"I loved this class, the instructor was very helpful. I just wish they were a bit more organized with the McBurney emails. Advocate for yourself when you don't receive your response in time as the instructors do get busy very often!!!\",\"course_id\":\"ASTRON 103\",\"date\":\"2022-11-23 07:08:52 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2c9f7d5c79f9e293b8c3201a\",\"instructor_id\":\"rmp:1577564\",\"instructor_name\":\"Christy Tremonti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2ODg0ODU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\"},{\"comment\":\"This class is not it. This semester she had I think one Or TAs so it was difficult to even ask her about our grades in class because she could never grade or homework quizzes or exams on time, second exam graded 3 days before final . This class is all memorization and its hard to stay engage when shes reading from the slide, overall not fun.\",\"course_id\":\"ASTRON 103\",\"date\":\"2021-12-22 06:05:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7a6a2ad8348dced0c69162b3\",\"instructor_id\":\"rmp:1577564\",\"instructor_name\":\"Christy Tremonti\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjI5NzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\"}],\"evidence_count\":2,\"review_ids\":[\"2c9f7d5c79f9e293b8c3201a\",\"7a6a2ad8348dced0c69162b3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1577564\",\"name\":\"Christy Tremonti\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"While Beatty is praised, some students noted issues with email responsiveness and grading delays from other instructors.\"}]}","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_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-789789da373eecc1ff75f626","output_id":"ed4dd943223ec2a361ea2aa6ad229e772b9dad3899a2583b6122b08dd795b7a5","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A. Not open to students with credit forASTRON 200.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A.\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A.\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forASTRON 200.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":200,\"minimum_grade\":null,\"subjects\":[\"ASTRON\"],\"timing\":\"prior\"},\"evidence\":\"credit forASTRON 200\",\"id\":\"n3\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-789789da373eecc1ff75f626","output_id":"ed4dd943223ec2a361ea2aa6ad229e772b9dad3899a2583b6122b08dd795b7a5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"introductory astronomy course\",\"stars galaxies cosmology\",\"big bang black holes\",\"ASTRON 103 syllabus\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"exploration of the universe, from the big bang to the birth, life, and death of stars and the warped reality of black holes\"}],\"text\":\"ASTRON 103 explores the universe, covering stars, galaxies, black holes, and cosmology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"lifecycles of stars; supernovae and creation of elements; white dwarfs, pulsars and black holes\"}],\"text\":\"Stellar lifecycles, supernovae, and compact objects\"},{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"the Milky Way and galaxies; distances of stars and galaxies; quasars\"}],\"text\":\"Galaxies, quasars, and cosmic distances\"},{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"expansion of universe; modern big bang cosmology, dark matter, dark energy\"}],\"text\":\"Cosmology, dark matter, and dark energy\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-789789da373eecc1ff75f626","output_id":"ed4dd943223ec2a361ea2aa6ad229e772b9dad3899a2583b6122b08dd795b7a5","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"defd4631974e56f29c6617742692e9fb1b97e29ff8def2c63094a3dce4f6c753","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A. Not open to students with credit forASTRON 200.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A.\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A.\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forASTRON 200.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":200,\"minimum_grade\":null,\"subjects\":[\"ASTRON\"],\"timing\":\"prior\"},\"evidence\":\"credit forASTRON 200\",\"id\":\"n3\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"defd4631974e56f29c6617742692e9fb1b97e29ff8def2c63094a3dce4f6c753","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"introductory astronomy course\",\"stars galaxies cosmology\",\"big bang black holes\",\"ASTRON 103 syllabus\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"exploration of the universe, from the big bang to the birth, life, and death of stars and the warped reality of black holes\"}],\"text\":\"ASTRON 103 explores the universe, covering stars, galaxies, black holes, and cosmology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"lifecycles of stars; supernovae and creation of elements; white dwarfs, pulsars and black holes\"}],\"text\":\"Stellar lifecycles, supernovae, and compact objects\"},{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"the Milky Way and galaxies; distances of stars and galaxies; quasars\"}],\"text\":\"Galaxies, quasars, and cosmic distances\"},{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"expansion of universe; modern big bang cosmology, dark matter, dark energy\"}],\"text\":\"Cosmology, dark matter, and dark energy\"}]}","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_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"defd4631974e56f29c6617742692e9fb1b97e29ff8def2c63094a3dce4f6c753","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great professor. Loving his lectures. Super devoted to teaching and making a difference. He has real practical understanding of the field because he worked on creating the James Webb Space Telescope. Definitely inspired me to double major in Astronomy!\",\"course_id\":\"ASTRON 103\",\"date\":\"2022-10-17 23:27:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"22d45fe0c74b5dc221fccc82\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2NzA4OTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"I would 100% recommend Astron103 to someone looking to fill a physical science/QRB credit. It's definitely not an easy A, but Professor Beatty makes it easy to do well. He navigates topics extremely well and makes tough concepts a lot easier to understand. Very interesting material and a huge takeaway!\",\"course_id\":\"ASTRON 103\",\"date\":\"2022-12-15 04:58:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d547523bb483fd3e543f402b\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MTMyMTc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"You can really see that proffesor actually enjoys teaching and is actually interested in his own subject. Classes are not boring and is doable even by just reading the slides he makes.\",\"course_id\":\"ASTRON 103\",\"date\":\"2023-07-15 09:51:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"73bdc0ae71d547e30375fb41\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MTA0NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"Great professor, makes the class interesting.\\nI enjoyed being his student!\",\"course_id\":\"ASTRON 103\",\"date\":\"2025-02-22 20:15:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"006fd5dc1866dec45463d3b2\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNjk4MDI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"One of the best classes I've taken. Prof. Beatty and Evan Linck, the TA, make astronomy very engaging and exciting. There are physical aspects as well, such as visiting the telescope and the space room, that make the class so much better. Prof. Beatty is very accommodating of students' success and cares about them. The class made me love astronomy.\",\"course_id\":\"ASTRON 103\",\"date\":\"2025-05-09 23:24:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"2376a15fcbd9030fb3ce3adf\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMjMxOTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"This class is not it. This semester she had I think one Or TAs so it was difficult to even ask her about our grades in class because she could never grade or homework quizzes or exams on time, second exam graded 3 days before final . This class is all memorization and its hard to stay engage when shes reading from the slide, overall not fun.\",\"course_id\":\"ASTRON 103\",\"date\":\"2021-12-22 06:05:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7a6a2ad8348dced0c69162b3\",\"instructor_id\":\"rmp:1577564\",\"instructor_name\":\"Christy Tremonti\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjI5NzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\"},{\"comment\":\"reads off slides. fairly easy tests if u go through the slides before tests. very interesting material but boring lectures.\",\"course_id\":\"ASTRON 103\",\"date\":\"2013-05-09 01:37:49 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bbf9c010d3a19e3a7edaa84b\",\"instructor_id\":\"rmp:1577564\",\"instructor_name\":\"Christy Tremonti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxNzE1MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\"},{\"comment\":\"You can tell he's an absolutely brilliant man, but for a 103 class he makes it too hard. He's difficult to understand and mumbles a lot. The homework and practice questions are SO much easier than his actual tests, so they're not much help in preparing. I'm an AB student, studied my butt off for the first exam, and got a D. Good luck...\",\"course_id\":\"ASTRON 103\",\"date\":\"2014-11-04 23:09:52 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"710fe1343f4593ccecc0fdc3\",\"instructor_id\":\"rmp:1146908\",\"instructor_name\":\"Alex Lazarian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzNzQ1MjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1146908\"},{\"comment\":\"It is very difficult to understand his accent but luckily you can just copy down the notes from the powerpoint. The class is deceiving. The material seems easy but then the tests test you on less important topics. \",\"course_id\":\"ASTRON 103\",\"date\":\"2014-12-22 11:26:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d366e81d64a1cb1d4efc83b9\",\"instructor_id\":\"rmp:1146908\",\"instructor_name\":\"Alex Lazarian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI0MTY3MTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1146908\"}],\"evidence_count\":9,\"review_ids\":[\"22d45fe0c74b5dc221fccc82\",\"d547523bb483fd3e543f402b\",\"73bdc0ae71d547e30375fb41\",\"006fd5dc1866dec45463d3b2\",\"2376a15fcbd9030fb3ce3adf\",\"7a6a2ad8348dced0c69162b3\",\"bbf9c010d3a19e3a7edaa84b\",\"710fe1343f4593ccecc0fdc3\",\"d366e81d64a1cb1d4efc83b9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1146908\",\"name\":\"Alex Lazarian\"},{\"id\":\"rmp:1577564\",\"name\":\"Christy Tremonti\"},{\"id\":\"rmp:2827922\",\"name\":\"Thomas Beatty\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"summary\":\"Professor Beatty is widely praised for making complex topics accessible and engaging, though some previous instructors were criticized for mumbling, reading slides, or having difficult accents.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"If you didn't understand everything that was happening in Interstellar, then you won't pass this class. Thought it would be intro level information on the universe and turned out to be super science heavy and very deep information I was not prepared for. Get ready to read a lot in the textbook and expect difficult multiple choice exams.\",\"course_id\":\"ASTRON 103\",\"date\":\"2017-04-24 14:52:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"950e7d6a7eb1b44ce835425d\",\"instructor_id\":\"rmp:2102571\",\"instructor_name\":\"Matthew Bershady\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4MTExODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102571\"},{\"comment\":\"Honestly, Professor Beatty was great. But the class and materials covered...that's a different story. DO NOT TAKE ASTRO 103 as an easy science credit....you will be wrong. The course description is so far from what you actually talk about. It's not about fun stuff about the planets - IT'S ALL PHYSICS. A TA even called the class astro physics. \",\"course_id\":\"ASTRON 103\",\"date\":\"2022-11-29 04:05:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0cf41e0e0924e34ec337df30\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM2OTA3MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"Really enjoyed this class! Lecture attendance wasn't mandatory but I went anyways because his lectures were great. Might be more math involved than some might like, but it's mostly in section assignments and exams are not math heavy. Weekly homework and math exercises, but nothing I found to be busy work. Great option for a QRB credit! \",\"course_id\":\"ASTRON 103\",\"date\":\"2022-11-28 15:16:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5cdae83cfddaab890cd0ccf1\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2ODk4NjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"As a social science major, Professor Beatty made Astronomy 103 extremely interesting for me. He worked on the JWST which is really cool. The class is pretty easy and he just wants you to enjoy astronomy instead of making it really difficult. He obviously knows a lot and likes to make class pretty chill. Recommend him for sure!\",\"course_id\":\"ASTRON 103\",\"date\":\"2022-12-21 03:40:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2019bffe62283654bb9a5cb8\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MjEwNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"Overall I liked Professor Beatty and I found Astron103 to be very interesting. I'd suggest attending lectures even though he usually reads off of the slides. You will be required to use some algebra throughout, but the professor and TA's are a great resource. It's not a freebie class but if you're interested in astronomy it's totally worth taking.\",\"course_id\":\"ASTRON 103\",\"date\":\"2023-01-19 22:01:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bf3e7b219fc2adec3abb1223\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzU3NjM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"Prof is really nice and lectures are cool (although he just reads the slides), but this is not a good class if you aren't good at math or physics. It's not an easy science credit, although you can do okay with some work. Prof and TA's put in a lot of effort to help you succeed (s/o Teddy!). \",\"course_id\":\"ASTRON 103\",\"date\":\"2023-01-30 22:42:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3fa5e9ccfabf5f336eb79183\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3MzkzMDAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"I am not an astronomy major, nor do I have any interest in it. While I definitely could have put in more work in both lecture and discussion, there were times where I had absolutely no clue what was going on. I would not recommend this class to anyone that doesn't absolutely need it. \",\"course_id\":\"ASTRON 103\",\"date\":\"2022-12-27 04:58:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c3b24864a9f1c36d55c65c4b\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3MjQ4NTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"}],\"evidence_count\":7,\"review_ids\":[\"950e7d6a7eb1b44ce835425d\",\"0cf41e0e0924e34ec337df30\",\"5cdae83cfddaab890cd0ccf1\",\"2019bffe62283654bb9a5cb8\",\"bf3e7b219fc2adec3abb1223\",\"3fa5e9ccfabf5f336eb79183\",\"c3b24864a9f1c36d55c65c4b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2102571\",\"name\":\"Matthew Bershady\"},{\"id\":\"rmp:2827922\",\"name\":\"Thomas Beatty\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"The class is not an easy 'freebie' and requires work, including reading and algebra, but many students find the workload manageable and not busy work.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"You can tell he's an absolutely brilliant man, but for a 103 class he makes it too hard. He's difficult to understand and mumbles a lot. The homework and practice questions are SO much easier than his actual tests, so they're not much help in preparing. I'm an AB student, studied my butt off for the first exam, and got a D. Good luck...\",\"course_id\":\"ASTRON 103\",\"date\":\"2014-11-04 23:09:52 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"710fe1343f4593ccecc0fdc3\",\"instructor_id\":\"rmp:1146908\",\"instructor_name\":\"Alex Lazarian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzNzQ1MjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1146908\"},{\"comment\":\"It is very difficult to understand his accent but luckily you can just copy down the notes from the powerpoint. The class is deceiving. The material seems easy but then the tests test you on less important topics. \",\"course_id\":\"ASTRON 103\",\"date\":\"2014-12-22 11:26:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d366e81d64a1cb1d4efc83b9\",\"instructor_id\":\"rmp:1146908\",\"instructor_name\":\"Alex Lazarian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI0MTY3MTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1146908\"},{\"comment\":\"If you didn't understand everything that was happening in Interstellar, then you won't pass this class. Thought it would be intro level information on the universe and turned out to be super science heavy and very deep information I was not prepared for. Get ready to read a lot in the textbook and expect difficult multiple choice exams.\",\"course_id\":\"ASTRON 103\",\"date\":\"2017-04-24 14:52:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"950e7d6a7eb1b44ce835425d\",\"instructor_id\":\"rmp:2102571\",\"instructor_name\":\"Matthew Bershady\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4MTExODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102571\"},{\"comment\":\"Really enjoyed this class! Lecture attendance wasn't mandatory but I went anyways because his lectures were great. Might be more math involved than some might like, but it's mostly in section assignments and exams are not math heavy. Weekly homework and math exercises, but nothing I found to be busy work. Great option for a QRB credit! \",\"course_id\":\"ASTRON 103\",\"date\":\"2022-11-28 15:16:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5cdae83cfddaab890cd0ccf1\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2ODk4NjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"}],\"evidence_count\":4,\"review_ids\":[\"710fe1343f4593ccecc0fdc3\",\"d366e81d64a1cb1d4efc83b9\",\"950e7d6a7eb1b44ce835425d\",\"5cdae83cfddaab890cd0ccf1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1146908\",\"name\":\"Alex Lazarian\"},{\"id\":\"rmp:2102571\",\"name\":\"Matthew Bershady\"},{\"id\":\"rmp:2827922\",\"name\":\"Thomas Beatty\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Exams can be tricky, with some students noting a disconnect between easy homework and difficult tests, or tests covering less obvious topics.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"I loved this class, the instructor was very helpful. I just wish they were a bit more organized with the McBurney emails. Advocate for yourself when you don't receive your response in time as the instructors do get busy very often!!!\",\"course_id\":\"ASTRON 103\",\"date\":\"2022-11-23 07:08:52 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2c9f7d5c79f9e293b8c3201a\",\"instructor_id\":\"rmp:1577564\",\"instructor_name\":\"Christy Tremonti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2ODg0ODU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\"},{\"comment\":\"This class is not it. This semester she had I think one Or TAs so it was difficult to even ask her about our grades in class because she could never grade or homework quizzes or exams on time, second exam graded 3 days before final . This class is all memorization and its hard to stay engage when shes reading from the slide, overall not fun.\",\"course_id\":\"ASTRON 103\",\"date\":\"2021-12-22 06:05:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7a6a2ad8348dced0c69162b3\",\"instructor_id\":\"rmp:1577564\",\"instructor_name\":\"Christy Tremonti\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjI5NzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\"}],\"evidence_count\":2,\"review_ids\":[\"2c9f7d5c79f9e293b8c3201a\",\"7a6a2ad8348dced0c69162b3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1577564\",\"name\":\"Christy Tremonti\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"While Beatty is praised, some students noted issues with email responsiveness and grading delays from other instructors.\"}]}","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_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"defd4631974e56f29c6617742692e9fb1b97e29ff8def2c63094a3dce4f6c753","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"5e0b0497bcd7b6834de42842ca2cd8eec212cc16e8800d276b3a91785bde9003\",\"course_id\":\"ASTRON 103\",\"current_instructors\":[{\"instructor_uid\":\"instructor_eb95269f51cf31de204b8c9d\",\"message\":\"No course-specific reviews available\",\"name\":\"Nicholas Mcconnell\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3103675\",\"summary\":[{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.23 GPA, 59.6% A/AB (n=151 letter grades); Fall 2025: 3.42 GPA, 69.1% A/AB (n=152 letter grades); Spring 2026: 3.35 GPA, 63.3% A/AB (n=109 letter grades).\"}]},{\"instructor_uid\":\"instructor_cefc7e968300aad924a3ea8f\",\"message\":\"No course-specific reviews available\",\"name\":\"Richard Townsend\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1787770\",\"summary\":[{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2012: 3.12 GPA, 43.9% A/AB (n=139 letter grades); Fall 2016: 3.22 GPA, 59.0% A/AB (n=412 letter grades).\"}]}],\"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\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.26 GPA, 59.2% A/AB (n=282 letter grades); Fall 2025: 3.37 GPA, 66.2% A/AB (n=284 letter grades); Spring 2026: 3.34 GPA, 64.1% A/AB (n=231 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"ALEX LAZARIAN is recorded teaching in Fall 2007, Fall 2008, Fall 2009, Spring 2012, Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"CHRISTINA TREMONTI is recorded teaching in Fall 2010, Spring 2011, Spring 2013, Fall 2022, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"JOSHUA OPPOR is recorded teaching in Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"MATTHEW BERSHADY is recorded teaching in Fall 2006, Spring 2007, Spring 2010, Fall 2011, Fall 2012, Fall 2015, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"NICHOLAS MCCONNELL is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"RICHARD TOWNSEND is recorded teaching in Fall 2012, Fall 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"THOMAS BEATTY is recorded teaching in Fall 2022, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"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_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e90fac5ea2648558a5d401f7be1889db2d49ee906cc12843a70a8f93970a7aa8","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A. Not open to students with credit forASTRON 200.\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"Satisfied Quantitative Reasoning (QR) A.\",\"course\":null,\"evidence\":\"Satisfied Quantitative Reasoning (QR) A.\",\"id\":\"n1\",\"kind\":\"condition\"},{\"children\":[\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"Not open to students with credit forASTRON 200.\",\"id\":\"n2\",\"kind\":\"not\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":200,\"minimum_grade\":null,\"subjects\":[\"ASTRON\"],\"timing\":\"prior\"},\"evidence\":\"credit forASTRON 200\",\"id\":\"n3\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e90fac5ea2648558a5d401f7be1889db2d49ee906cc12843a70a8f93970a7aa8","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"introductory astronomy course\",\"stars galaxies cosmology\",\"big bang black holes\",\"ASTRON 103 syllabus\"],\"skills_taught\":[],\"summary\":{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"exploration of the universe, from the big bang to the birth, life, and death of stars and the warped reality of black holes\"}],\"text\":\"ASTRON 103 explores the universe, covering stars, galaxies, black holes, and cosmology.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"lifecycles of stars; supernovae and creation of elements; white dwarfs, pulsars and black holes\"}],\"text\":\"Stellar lifecycles, supernovae, and compact objects\"},{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"the Milky Way and galaxies; distances of stars and galaxies; quasars\"}],\"text\":\"Galaxies, quasars, and cosmic distances\"},{\"evidence\":[{\"course_id\":\"ASTRON 103\",\"field\":\"description\",\"quote\":\"expansion of universe; modern big bang cosmology, dark matter, dark energy\"}],\"text\":\"Cosmology, dark matter, and dark energy\"}]}","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_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e90fac5ea2648558a5d401f7be1889db2d49ee906cc12843a70a8f93970a7aa8","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Great professor. Loving his lectures. Super devoted to teaching and making a difference. He has real practical understanding of the field because he worked on creating the James Webb Space Telescope. Definitely inspired me to double major in Astronomy!\",\"course_id\":\"ASTRON 103\",\"date\":\"2022-10-17 23:27:20 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"22d45fe0c74b5dc221fccc82\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2NzA4OTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"I would 100% recommend Astron103 to someone looking to fill a physical science/QRB credit. It's definitely not an easy A, but Professor Beatty makes it easy to do well. He navigates topics extremely well and makes tough concepts a lot easier to understand. Very interesting material and a huge takeaway!\",\"course_id\":\"ASTRON 103\",\"date\":\"2022-12-15 04:58:52 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d547523bb483fd3e543f402b\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MTMyMTc0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"You can really see that proffesor actually enjoys teaching and is actually interested in his own subject. Classes are not boring and is doable even by just reading the slides he makes.\",\"course_id\":\"ASTRON 103\",\"date\":\"2023-07-15 09:51:58 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"73bdc0ae71d547e30375fb41\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4MTA0NzE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"Great professor, makes the class interesting.\\nI enjoyed being his student!\",\"course_id\":\"ASTRON 103\",\"date\":\"2025-02-22 20:15:16 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"006fd5dc1866dec45463d3b2\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwNjk4MDI3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"One of the best classes I've taken. Prof. Beatty and Evan Linck, the TA, make astronomy very engaging and exciting. There are physical aspects as well, such as visiting the telescope and the space room, that make the class so much better. Prof. Beatty is very accommodating of students' success and cares about them. The class made me love astronomy.\",\"course_id\":\"ASTRON 103\",\"date\":\"2025-05-09 23:24:46 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"2376a15fcbd9030fb3ce3adf\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQxMjMxOTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"This class is not it. This semester she had I think one Or TAs so it was difficult to even ask her about our grades in class because she could never grade or homework quizzes or exams on time, second exam graded 3 days before final . This class is all memorization and its hard to stay engage when shes reading from the slide, overall not fun.\",\"course_id\":\"ASTRON 103\",\"date\":\"2021-12-22 06:05:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7a6a2ad8348dced0c69162b3\",\"instructor_id\":\"rmp:1577564\",\"instructor_name\":\"Christy Tremonti\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjI5NzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\"},{\"comment\":\"reads off slides. fairly easy tests if u go through the slides before tests. very interesting material but boring lectures.\",\"course_id\":\"ASTRON 103\",\"date\":\"2013-05-09 01:37:49 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bbf9c010d3a19e3a7edaa84b\",\"instructor_id\":\"rmp:1577564\",\"instructor_name\":\"Christy Tremonti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTIxNzE1MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\"},{\"comment\":\"You can tell he's an absolutely brilliant man, but for a 103 class he makes it too hard. He's difficult to understand and mumbles a lot. The homework and practice questions are SO much easier than his actual tests, so they're not much help in preparing. I'm an AB student, studied my butt off for the first exam, and got a D. Good luck...\",\"course_id\":\"ASTRON 103\",\"date\":\"2014-11-04 23:09:52 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"710fe1343f4593ccecc0fdc3\",\"instructor_id\":\"rmp:1146908\",\"instructor_name\":\"Alex Lazarian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzNzQ1MjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1146908\"},{\"comment\":\"It is very difficult to understand his accent but luckily you can just copy down the notes from the powerpoint. The class is deceiving. The material seems easy but then the tests test you on less important topics. \",\"course_id\":\"ASTRON 103\",\"date\":\"2014-12-22 11:26:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d366e81d64a1cb1d4efc83b9\",\"instructor_id\":\"rmp:1146908\",\"instructor_name\":\"Alex Lazarian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI0MTY3MTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1146908\"}],\"evidence_count\":9,\"review_ids\":[\"22d45fe0c74b5dc221fccc82\",\"d547523bb483fd3e543f402b\",\"73bdc0ae71d547e30375fb41\",\"006fd5dc1866dec45463d3b2\",\"2376a15fcbd9030fb3ce3adf\",\"7a6a2ad8348dced0c69162b3\",\"bbf9c010d3a19e3a7edaa84b\",\"710fe1343f4593ccecc0fdc3\",\"d366e81d64a1cb1d4efc83b9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1146908\",\"name\":\"Alex Lazarian\"},{\"id\":\"rmp:1577564\",\"name\":\"Christy Tremonti\"},{\"id\":\"rmp:2827922\",\"name\":\"Thomas Beatty\"}],\"review_year_end\":\"2025\",\"review_year_start\":\"2013\"},\"sentiment\":\"positive\",\"summary\":\"Professor Beatty is widely praised for making complex topics accessible and engaging, though some previous instructors were criticized for mumbling, reading slides, or having difficult accents.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"If you didn't understand everything that was happening in Interstellar, then you won't pass this class. Thought it would be intro level information on the universe and turned out to be super science heavy and very deep information I was not prepared for. Get ready to read a lot in the textbook and expect difficult multiple choice exams.\",\"course_id\":\"ASTRON 103\",\"date\":\"2017-04-24 14:52:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"950e7d6a7eb1b44ce835425d\",\"instructor_id\":\"rmp:2102571\",\"instructor_name\":\"Matthew Bershady\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4MTExODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102571\"},{\"comment\":\"Honestly, Professor Beatty was great. But the class and materials covered...that's a different story. DO NOT TAKE ASTRO 103 as an easy science credit....you will be wrong. The course description is so far from what you actually talk about. It's not about fun stuff about the planets - IT'S ALL PHYSICS. A TA even called the class astro physics. \",\"course_id\":\"ASTRON 103\",\"date\":\"2022-11-29 04:05:02 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"0cf41e0e0924e34ec337df30\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM2OTA3MTU5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"Really enjoyed this class! Lecture attendance wasn't mandatory but I went anyways because his lectures were great. Might be more math involved than some might like, but it's mostly in section assignments and exams are not math heavy. Weekly homework and math exercises, but nothing I found to be busy work. Great option for a QRB credit! \",\"course_id\":\"ASTRON 103\",\"date\":\"2022-11-28 15:16:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5cdae83cfddaab890cd0ccf1\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2ODk4NjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"As a social science major, Professor Beatty made Astronomy 103 extremely interesting for me. He worked on the JWST which is really cool. The class is pretty easy and he just wants you to enjoy astronomy instead of making it really difficult. He obviously knows a lot and likes to make class pretty chill. Recommend him for sure!\",\"course_id\":\"ASTRON 103\",\"date\":\"2022-12-21 03:40:13 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2019bffe62283654bb9a5cb8\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM3MjEwNTA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"Overall I liked Professor Beatty and I found Astron103 to be very interesting. I'd suggest attending lectures even though he usually reads off of the slides. You will be required to use some algebra throughout, but the professor and TA's are a great resource. It's not a freebie class but if you're interested in astronomy it's totally worth taking.\",\"course_id\":\"ASTRON 103\",\"date\":\"2023-01-19 22:01:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"bf3e7b219fc2adec3abb1223\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MzU3NjM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"Prof is really nice and lectures are cool (although he just reads the slides), but this is not a good class if you aren't good at math or physics. It's not an easy science credit, although you can do okay with some work. Prof and TA's put in a lot of effort to help you succeed (s/o Teddy!). \",\"course_id\":\"ASTRON 103\",\"date\":\"2023-01-30 22:42:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"3fa5e9ccfabf5f336eb79183\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3MzkzMDAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"},{\"comment\":\"I am not an astronomy major, nor do I have any interest in it. While I definitely could have put in more work in both lecture and discussion, there were times where I had absolutely no clue what was going on. I would not recommend this class to anyone that doesn't absolutely need it. \",\"course_id\":\"ASTRON 103\",\"date\":\"2022-12-27 04:58:43 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c3b24864a9f1c36d55c65c4b\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3MjQ4NTg5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"}],\"evidence_count\":7,\"review_ids\":[\"950e7d6a7eb1b44ce835425d\",\"0cf41e0e0924e34ec337df30\",\"5cdae83cfddaab890cd0ccf1\",\"2019bffe62283654bb9a5cb8\",\"bf3e7b219fc2adec3abb1223\",\"3fa5e9ccfabf5f336eb79183\",\"c3b24864a9f1c36d55c65c4b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2102571\",\"name\":\"Matthew Bershady\"},{\"id\":\"rmp:2827922\",\"name\":\"Thomas Beatty\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2017\"},\"sentiment\":\"mixed\",\"summary\":\"The class is not an easy 'freebie' and requires work, including reading and algebra, but many students find the workload manageable and not busy work.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"You can tell he's an absolutely brilliant man, but for a 103 class he makes it too hard. He's difficult to understand and mumbles a lot. The homework and practice questions are SO much easier than his actual tests, so they're not much help in preparing. I'm an AB student, studied my butt off for the first exam, and got a D. Good luck...\",\"course_id\":\"ASTRON 103\",\"date\":\"2014-11-04 23:09:52 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"710fe1343f4593ccecc0fdc3\",\"instructor_id\":\"rmp:1146908\",\"instructor_name\":\"Alex Lazarian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIzNzQ1MjAz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1146908\"},{\"comment\":\"It is very difficult to understand his accent but luckily you can just copy down the notes from the powerpoint. The class is deceiving. The material seems easy but then the tests test you on less important topics. \",\"course_id\":\"ASTRON 103\",\"date\":\"2014-12-22 11:26:18 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d366e81d64a1cb1d4efc83b9\",\"instructor_id\":\"rmp:1146908\",\"instructor_name\":\"Alex Lazarian\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI0MTY3MTI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1146908\"},{\"comment\":\"If you didn't understand everything that was happening in Interstellar, then you won't pass this class. Thought it would be intro level information on the universe and turned out to be super science heavy and very deep information I was not prepared for. Get ready to read a lot in the textbook and expect difficult multiple choice exams.\",\"course_id\":\"ASTRON 103\",\"date\":\"2017-04-24 14:52:14 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"950e7d6a7eb1b44ce835425d\",\"instructor_id\":\"rmp:2102571\",\"instructor_name\":\"Matthew Bershady\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTI4MTExODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102571\"},{\"comment\":\"Really enjoyed this class! Lecture attendance wasn't mandatory but I went anyways because his lectures were great. Might be more math involved than some might like, but it's mostly in section assignments and exams are not math heavy. Weekly homework and math exercises, but nothing I found to be busy work. Great option for a QRB credit! \",\"course_id\":\"ASTRON 103\",\"date\":\"2022-11-28 15:16:26 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5cdae83cfddaab890cd0ccf1\",\"instructor_id\":\"rmp:2827922\",\"instructor_name\":\"Thomas Beatty\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2ODk4NjI5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\"}],\"evidence_count\":4,\"review_ids\":[\"710fe1343f4593ccecc0fdc3\",\"d366e81d64a1cb1d4efc83b9\",\"950e7d6a7eb1b44ce835425d\",\"5cdae83cfddaab890cd0ccf1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1146908\",\"name\":\"Alex Lazarian\"},{\"id\":\"rmp:2102571\",\"name\":\"Matthew Bershady\"},{\"id\":\"rmp:2827922\",\"name\":\"Thomas Beatty\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2014\"},\"sentiment\":\"mixed\",\"summary\":\"Exams can be tricky, with some students noting a disconnect between easy homework and difficult tests, or tests covering less obvious topics.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"I loved this class, the instructor was very helpful. I just wish they were a bit more organized with the McBurney emails. Advocate for yourself when you don't receive your response in time as the instructors do get busy very often!!!\",\"course_id\":\"ASTRON 103\",\"date\":\"2022-11-23 07:08:52 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"2c9f7d5c79f9e293b8c3201a\",\"instructor_id\":\"rmp:1577564\",\"instructor_name\":\"Christy Tremonti\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2ODg0ODU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\"},{\"comment\":\"This class is not it. This semester she had I think one Or TAs so it was difficult to even ask her about our grades in class because she could never grade or homework quizzes or exams on time, second exam graded 3 days before final . This class is all memorization and its hard to stay engage when shes reading from the slide, overall not fun.\",\"course_id\":\"ASTRON 103\",\"date\":\"2021-12-22 06:05:37 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7a6a2ad8348dced0c69162b3\",\"instructor_id\":\"rmp:1577564\",\"instructor_name\":\"Christy Tremonti\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjI5NzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\"}],\"evidence_count\":2,\"review_ids\":[\"2c9f7d5c79f9e293b8c3201a\",\"7a6a2ad8348dced0c69162b3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1577564\",\"name\":\"Christy Tremonti\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2021\"},\"sentiment\":\"mixed\",\"summary\":\"While Beatty is praised, some students noted issues with email responsiveness and grading delays from other instructors.\"}]}","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_0ad8c1bf7a9e83ae4fb4e5a0","course_id":"ASTRON 103","catalog_version_id":"66ed85a7f1dc2aaf28af68830cfda0ae2cc82c68a76537ee7747538cbd0df57a","record_version_id":"05a0046567c065f5e4cd30ddbc64be02ebaaf63c15c2c21647992079290739ba","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e90fac5ea2648558a5d401f7be1889db2d49ee906cc12843a70a8f93970a7aa8","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"5e0b0497bcd7b6834de42842ca2cd8eec212cc16e8800d276b3a91785bde9003\",\"course_id\":\"ASTRON 103\",\"current_instructors\":[{\"instructor_uid\":\"instructor_eb95269f51cf31de204b8c9d\",\"message\":\"No course-specific reviews available\",\"name\":\"Nicholas Mcconnell\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3103675\",\"summary\":[{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.23 GPA, 59.6% A/AB (n=151 letter grades); Fall 2025: 3.42 GPA, 69.1% A/AB (n=152 letter grades); Spring 2026: 3.35 GPA, 63.3% A/AB (n=109 letter grades).\"}]},{\"instructor_uid\":\"instructor_cefc7e968300aad924a3ea8f\",\"message\":\"No course-specific reviews available\",\"name\":\"Richard Townsend\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:1787770\",\"summary\":[{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2012: 3.12 GPA, 43.9% A/AB (n=139 letter grades); Fall 2016: 3.22 GPA, 59.0% A/AB (n=412 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Matthew Bershady\",\"review_date\":\"2017-04-24 14:52:14 +0000 UTC\",\"review_id\":\"950e7d6a7eb1b44ce835425d\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2102571\",\"source_review_id\":\"UmF0aW5nLTI4MTExODAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2102571\",\"type\":\"review\"},{\"instructor_name\":\"Thomas Beatty\",\"review_date\":\"2023-01-19 22:01:07 +0000 UTC\",\"review_id\":\"bf3e7b219fc2adec3abb1223\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827922\",\"source_review_id\":\"UmF0aW5nLTM3MzU3NjM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\",\"type\":\"review\"}],\"text\":\"Historical reviews of Matthew Bershady, Thomas Beatty: The course involves significant textbook reading and algebra, with some instructors providing difficult exams that diverge from homework difficulty.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Christy Tremonti\",\"review_date\":\"2013-05-09 01:37:49 +0000 UTC\",\"review_id\":\"bbf9c010d3a19e3a7edaa84b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1577564\",\"source_review_id\":\"UmF0aW5nLTIxNzE1MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\",\"type\":\"review\"},{\"instructor_name\":\"Christy Tremonti\",\"review_date\":\"2021-12-22 06:05:37 +0000 UTC\",\"review_id\":\"7a6a2ad8348dced0c69162b3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1577564\",\"source_review_id\":\"UmF0aW5nLTM1NjI5NzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\",\"type\":\"review\"},{\"instructor_name\":\"Christy Tremonti\",\"review_date\":\"2022-11-23 07:08:52 +0000 UTC\",\"review_id\":\"2c9f7d5c79f9e293b8c3201a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1577564\",\"source_review_id\":\"UmF0aW5nLTM2ODg0ODU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\",\"type\":\"review\"}],\"text\":\"Historical reviews of Christy Tremonti: Christy Tremonti reads from slides, which reviewers find boring and disengaging. While one student found her helpful, others reported grading delays and difficulty staying engaged. Organization issues with emails were also noted.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Thomas Beatty\",\"review_date\":\"2022-10-17 23:27:20 +0000 UTC\",\"review_id\":\"22d45fe0c74b5dc221fccc82\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827922\",\"source_review_id\":\"UmF0aW5nLTM2NzA4OTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\",\"type\":\"review\"},{\"instructor_name\":\"Thomas Beatty\",\"review_date\":\"2025-05-09 23:24:46 +0000 UTC\",\"review_id\":\"2376a15fcbd9030fb3ce3adf\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2827922\",\"source_review_id\":\"UmF0aW5nLTQxMjMxOTE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2827922\",\"type\":\"review\"}],\"text\":\"Historical reviews of Thomas Beatty: Thomas Beatty delivers an engaging, inspiring experience with high-quality lectures and supportive teaching, making the class highly recommended for interested students.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.26 GPA, 59.2% A/AB (n=282 letter grades); Fall 2025: 3.37 GPA, 66.2% A/AB (n=284 letter grades); Spring 2026: 3.34 GPA, 64.1% A/AB (n=231 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Christy Tremonti\",\"review_date\":\"2013-05-09 01:37:49 +0000 UTC\",\"review_id\":\"bbf9c010d3a19e3a7edaa84b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1577564\",\"source_review_id\":\"UmF0aW5nLTIxNzE1MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\",\"type\":\"review\"},{\"instructor_name\":\"Christy Tremonti\",\"review_date\":\"2021-12-22 06:05:37 +0000 UTC\",\"review_id\":\"7a6a2ad8348dced0c69162b3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1577564\",\"source_review_id\":\"UmF0aW5nLTM1NjI5NzM5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1577564\",\"type\":\"review\"}],\"text\":\"Historical reviews of Christy Tremonti: Students find value in provided slides for exam preparation, though some report that lectures can be boring or disorganized.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1082\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"}],\"text\":\"ALEX LAZARIAN is recorded teaching in Fall 2007, Fall 2008, Fall 2009, Spring 2012, Fall 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"CHRISTINA TREMONTI is recorded teaching in Fall 2010, Spring 2011, Spring 2013, Fall 2022, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"JOSHUA OPPOR is recorded teaching in Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"MATTHEW BERSHADY is recorded teaching in Fall 2006, Spring 2007, Spring 2010, Fall 2011, Fall 2012, Fall 2015, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"NICHOLAS MCCONNELL is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"}],\"text\":\"RICHARD TOWNSEND is recorded teaching in Fall 2012, Fall 2016. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ASTRON 103\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"source_record\":{\"entity_id\":\"b70ef039-8f07-3092-8779-a524088efcd8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"}],\"text\":\"THOMAS BEATTY is recorded teaching in Fall 2022, Fall 2024. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]