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The class was a computer science/matlab course and he never taught us how to apply the concepts taught in lecture to Matlab, which was the whole point of the class.  Even though we begged for help, he was rarely available and took forever to respond to emails.  If you can avoid him, do it.\",\"course_id\":\"CBE 255\",\"date\":\"2008-05-20 16:12:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7687e8c9feb993adcde797ea\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0NTAwMzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Not the most interesting lecturer, but very helpful one-on-one. The class is fair, homework is often hard to figure out without help, exams are based on it. Overall he is made out to be worse than he actually is, I found him to be helpful and fair\",\"course_id\":\"CBE 255\",\"date\":\"2010-05-09 22:18:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4f0698e339e40efe2c2d7246\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MTU5OTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Dr. Dahlke was a decent professor for the most part. She was able to explain many concepts at a level understandable to anyone. However, when concepts got difficult, she became openly frustrated and wouldn't attempt to explain further to students that were behind. Additionally, she is incredibly rude and condescending toward others. \",\"course_id\":\"CBE 255\",\"date\":\"2024-05-07 23:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"367c167809d0649dc48549c2\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Often very demeaning to all students and talks down to them. She speaks very slowly and her cadence is very difficult to pay attention to. If anyone is whispering in class, she will threaten to throw them out of the class even if they are not disruptive. Her yelling at students for talking is much more disruptive than any student has ever been.\",\"course_id\":\"CBE 255\",\"date\":\"2024-10-17 22:49:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2dff2eb6996372f758b458e5\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5ODI1NDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"7687e8c9feb993adcde797ea\",\"4f0698e339e40efe2c2d7246\",\"367c167809d0649dc48549c2\",\"2dff2eb6996372f758b458e5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"},{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor teaching styles vary significantly. Ross Swaney was often described as boring and unhelpful, while Katelyn Dahlke was praised for clarity by some but criticized for being condescending and unclear by others.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Dr. Dahlke is super helpful & clearly cares about her students. I took this as a sophomore with no coding experience, so this course was definitely a lot of work between asynchronous tutorials, synchronous lectures, homeworks, quizzes & the project, but everything was graded fairly and I learned a ton. Extra credit & late tokens were a huge plus.\",\"course_id\":\"CBE 255\",\"date\":\"2020-12-21 08:57:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"409ffbc7e32e69083026d0de\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"409ffbc7e32e69083026d0de\",\"c8004b0bd2422b3404dcb0c1\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"summary\":\"Students consistently report a heavy workload, particularly with long and time-consuming homework assignments and projects that can take dozens of hours.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Professor Dahlke made it very clear she didn't care about her students or their mental health during a pandemic. Her projects were an insane amount of work often taking more than 70 hours. Her expectations were never clear on the rubrics she provided. Her grading was also very harsh considering she never stated her expectations.\",\"course_id\":\"CBE 255\",\"date\":\"2021-05-11 23:07:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f53be27906ab1bab06bd432\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Not the best. Grading is strict & instructions can be very unclear. Ask if you're unsure-you WILL lose points for misinterpreting vague details. Projects are tough & require content not seen in class. Expect many hours of work on them. She is usually willing to help. Participation can get you a HW drop but otherwise attendance isn't needed.\",\"course_id\":\"CBE 255\",\"date\":\"2021-12-25 07:06:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"745679702368f768a1611e85\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Bad professor. Vague in project rubrics, not helpful when you ask for help. Lecture attendance isn't mandatory but caveats come with that. Insanely tough projects, graded very strictly for an intro MATLAB class. Rely on googling syntaxes for HW and projects. Quizzes are pointless and too fast. Stickler for cheating. Good luck, you'll need it. :(\",\"course_id\":\"CBE 255\",\"date\":\"2021-12-25 23:07:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"96ba0e456a7d24c435081208\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjU0MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":5,\"review_ids\":[\"0f53be27906ab1bab06bd432\",\"745679702368f768a1611e85\",\"96ba0e456a7d24c435081208\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"Assessment methods are frequently criticized. Projects are often described as vague, overly difficult, and graded harshly or subjectively. Quizzes are sometimes considered unreasonable.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Very bad professor for teaching code of all things for a chemical engineer\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-06 05:08:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f2069ad04462ad9dafee38a6\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDQyNjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"c8004b0bd2422b3404dcb0c1\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\",\"f2069ad04462ad9dafee38a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"summary\":\"Projects are a major source of student dissatisfaction, often taking excessive time, being unclear in requirements, and feeling disconnected from lecture content.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Not the most interesting lecturer, but very helpful one-on-one. The class is fair, homework is often hard to figure out without help, exams are based on it. Overall he is made out to be worse than he actually is, I found him to be helpful and fair\",\"course_id\":\"CBE 255\",\"date\":\"2010-05-09 22:18:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4f0698e339e40efe2c2d7246\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MTU5OTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Actually a good class, lectures are boring, but Prof. Swaney isn't that bad. He's made out to be a lot worse than he actually is. I found him extremely helpful one-on-one, and while the homework is pretty bad, exams are directly based on it and very fair.\",\"course_id\":\"CBE 255\",\"date\":\"2010-07-10 19:33:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"893a22b42c6108042b95f1bf\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3NDA3Njcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Genuinely a great teacher to learn MATLAB. A lot of upperclass students who had previous professors are not comfortable using MATLAB for classes like CBE 311, 324, 326 etc. but her class is like MATLAB bootcamp. You'll come out with a decently strong understanding of using the program, but beware of long homework and projects.\",\"course_id\":\"CBE 255\",\"date\":\"2021-04-10 18:53:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14134b73321a3c6ca55c8e2e\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NTMxMDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"I agree with everyone else too.  The class was a computer science/matlab course and he never taught us how to apply the concepts taught in lecture to Matlab, which was the whole point of the class.  Even though we begged for help, he was rarely available and took forever to respond to emails.  If you can avoid him, do it.\",\"course_id\":\"CBE 255\",\"date\":\"2008-05-20 16:12:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7687e8c9feb993adcde797ea\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0NTAwMzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":5,\"review_ids\":[\"4f0698e339e40efe2c2d7246\",\"893a22b42c6108042b95f1bf\",\"14134b73321a3c6ca55c8e2e\",\"7687e8c9feb993adcde797ea\",\"c8004b0bd2422b3404dcb0c1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"},{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"The overall experience is highly dependent on the instructor. While some find the course a valuable 'MATLAB bootcamp' with helpful instructors, many find it stressful, poorly taught, and overly demanding.\"}]}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"8db34730983b6a0340fe62523507d6e74b1b8de5ecef9760fc057819404de5f8","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(CBE 250or concurrent enrollment) and (MATH 319,320,376, or concurrent enrollment)\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":250,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"CBE 250or concurrent enrollment\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[\"n3\",\"n4\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 319,320,376, or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":319,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MATH 319\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"320\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"376\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"or concurrent enrollment\",\"id\":\"n6\",\"kind\":\"condition\"}],\"notes\":[\"The phrase 'MATH 319,320,376' is parsed as an any node of three specific courses. The 'or concurrent enrollment' at the end of the clause is ambiguous: it may apply only to the last course (376) or to the entire group. This node n6 is a ver\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"8db34730983b6a0340fe62523507d6e74b1b8de5ecef9760fc057819404de5f8","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CBE 250\",\"field\":\"description\",\"quote\":\"An introduction to the invention of processes for the large scale, low cost processing of materials such as water, chemicals, petroleum products, food, drugs and wastes.\"},{\"course_id\":\"CBE 250\",\"field\":\"requirements_text\",\"quote\":\"CHEM 116,329, or concurrent enrollment\"}],\"text\":\"Process synthesis and chemical fundamentals\"},{\"evidence\":[{\"course_id\":\"MATH 319\",\"field\":\"description\",\"quote\":\"Review of linear differential equations; series solution of linear differential equations; boundary value problems; Laplace transforms; possibly numerical methods and two dimensional autonomous systems.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations.\"},{\"course_id\":\"MATH 376\",\"field\":\"description\",\"quote\":\"Topics in multi-variable calculus and introduction to differential equations.\"}],\"text\":\"Differential equations, linear algebra, and multi-variable calculus\"}],\"search_phrases\":[\"chemical process modeling\",\"computational tools analysis\",\"process simulation\",\"ODE numerical methods\",\"linear algebra applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"Introduction to modeling of chemical processes\"}],\"text\":\"Chemical process modeling\"},{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"introduction to using modern computational tools to analyze the models\"}],\"text\":\"Computational analysis of models\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO CHEMICAL PROCESS MODELING\"},{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"Introduction to modeling of chemical processes and introduction to using modern computational tools to analyze the models.\"}],\"text\":\"Introduction to chemical process modeling and computational analysis tools.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"modeling of chemical processes\"}],\"text\":\"Chemical process modeling\"},{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"using modern computational tools to analyze the models\"}],\"text\":\"Computational model analysis\"}]}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"8db34730983b6a0340fe62523507d6e74b1b8de5ecef9760fc057819404de5f8","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I agree with everyone else too.  The class was a computer science/matlab course and he never taught us how to apply the concepts taught in lecture to Matlab, which was the whole point of the class.  Even though we begged for help, he was rarely available and took forever to respond to emails.  If you can avoid him, do it.\",\"course_id\":\"CBE 255\",\"date\":\"2008-05-20 16:12:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7687e8c9feb993adcde797ea\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0NTAwMzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Not the most interesting lecturer, but very helpful one-on-one. The class is fair, homework is often hard to figure out without help, exams are based on it. Overall he is made out to be worse than he actually is, I found him to be helpful and fair\",\"course_id\":\"CBE 255\",\"date\":\"2010-05-09 22:18:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4f0698e339e40efe2c2d7246\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MTU5OTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Dr. Dahlke was a decent professor for the most part. She was able to explain many concepts at a level understandable to anyone. However, when concepts got difficult, she became openly frustrated and wouldn't attempt to explain further to students that were behind. Additionally, she is incredibly rude and condescending toward others. \",\"course_id\":\"CBE 255\",\"date\":\"2024-05-07 23:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"367c167809d0649dc48549c2\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Often very demeaning to all students and talks down to them. She speaks very slowly and her cadence is very difficult to pay attention to. If anyone is whispering in class, she will threaten to throw them out of the class even if they are not disruptive. Her yelling at students for talking is much more disruptive than any student has ever been.\",\"course_id\":\"CBE 255\",\"date\":\"2024-10-17 22:49:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2dff2eb6996372f758b458e5\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5ODI1NDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"7687e8c9feb993adcde797ea\",\"4f0698e339e40efe2c2d7246\",\"367c167809d0649dc48549c2\",\"2dff2eb6996372f758b458e5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"},{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor teaching styles vary significantly. Ross Swaney was often described as boring and unhelpful, while Katelyn Dahlke was praised for clarity by some but criticized for being condescending and unclear by others.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Dr. Dahlke is super helpful & clearly cares about her students. I took this as a sophomore with no coding experience, so this course was definitely a lot of work between asynchronous tutorials, synchronous lectures, homeworks, quizzes & the project, but everything was graded fairly and I learned a ton. Extra credit & late tokens were a huge plus.\",\"course_id\":\"CBE 255\",\"date\":\"2020-12-21 08:57:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"409ffbc7e32e69083026d0de\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"409ffbc7e32e69083026d0de\",\"c8004b0bd2422b3404dcb0c1\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"summary\":\"Students consistently report a heavy workload, particularly with long and time-consuming homework assignments and projects that can take dozens of hours.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Professor Dahlke made it very clear she didn't care about her students or their mental health during a pandemic. Her projects were an insane amount of work often taking more than 70 hours. Her expectations were never clear on the rubrics she provided. Her grading was also very harsh considering she never stated her expectations.\",\"course_id\":\"CBE 255\",\"date\":\"2021-05-11 23:07:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f53be27906ab1bab06bd432\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Not the best. Grading is strict & instructions can be very unclear. Ask if you're unsure-you WILL lose points for misinterpreting vague details. Projects are tough & require content not seen in class. Expect many hours of work on them. She is usually willing to help. Participation can get you a HW drop but otherwise attendance isn't needed.\",\"course_id\":\"CBE 255\",\"date\":\"2021-12-25 07:06:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"745679702368f768a1611e85\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Bad professor. Vague in project rubrics, not helpful when you ask for help. Lecture attendance isn't mandatory but caveats come with that. Insanely tough projects, graded very strictly for an intro MATLAB class. Rely on googling syntaxes for HW and projects. Quizzes are pointless and too fast. Stickler for cheating. Good luck, you'll need it. :(\",\"course_id\":\"CBE 255\",\"date\":\"2021-12-25 23:07:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"96ba0e456a7d24c435081208\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjU0MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":5,\"review_ids\":[\"0f53be27906ab1bab06bd432\",\"745679702368f768a1611e85\",\"96ba0e456a7d24c435081208\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"Assessment methods are frequently criticized. Projects are often described as vague, overly difficult, and graded harshly or subjectively. Quizzes are sometimes considered unreasonable.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Very bad professor for teaching code of all things for a chemical engineer\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-06 05:08:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f2069ad04462ad9dafee38a6\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDQyNjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"c8004b0bd2422b3404dcb0c1\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\",\"f2069ad04462ad9dafee38a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"summary\":\"Projects are a major source of student dissatisfaction, often taking excessive time, being unclear in requirements, and feeling disconnected from lecture content.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Not the most interesting lecturer, but very helpful one-on-one. The class is fair, homework is often hard to figure out without help, exams are based on it. Overall he is made out to be worse than he actually is, I found him to be helpful and fair\",\"course_id\":\"CBE 255\",\"date\":\"2010-05-09 22:18:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4f0698e339e40efe2c2d7246\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MTU5OTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Actually a good class, lectures are boring, but Prof. Swaney isn't that bad. He's made out to be a lot worse than he actually is. I found him extremely helpful one-on-one, and while the homework is pretty bad, exams are directly based on it and very fair.\",\"course_id\":\"CBE 255\",\"date\":\"2010-07-10 19:33:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"893a22b42c6108042b95f1bf\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3NDA3Njcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Genuinely a great teacher to learn MATLAB. A lot of upperclass students who had previous professors are not comfortable using MATLAB for classes like CBE 311, 324, 326 etc. but her class is like MATLAB bootcamp. You'll come out with a decently strong understanding of using the program, but beware of long homework and projects.\",\"course_id\":\"CBE 255\",\"date\":\"2021-04-10 18:53:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14134b73321a3c6ca55c8e2e\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NTMxMDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"I agree with everyone else too.  The class was a computer science/matlab course and he never taught us how to apply the concepts taught in lecture to Matlab, which was the whole point of the class.  Even though we begged for help, he was rarely available and took forever to respond to emails.  If you can avoid him, do it.\",\"course_id\":\"CBE 255\",\"date\":\"2008-05-20 16:12:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7687e8c9feb993adcde797ea\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0NTAwMzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":5,\"review_ids\":[\"4f0698e339e40efe2c2d7246\",\"893a22b42c6108042b95f1bf\",\"14134b73321a3c6ca55c8e2e\",\"7687e8c9feb993adcde797ea\",\"c8004b0bd2422b3404dcb0c1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"},{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"The overall experience is highly dependent on the instructor. While some find the course a valuable 'MATLAB bootcamp' with helpful instructors, many find it stressful, poorly taught, and overly demanding.\"}]}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"8db34730983b6a0340fe62523507d6e74b1b8de5ecef9760fc057819404de5f8","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"8428471f0f06ae541549d8cfa660eed14a3124d8210d772abcafd1dad11f8c28\",\"course_id\":\"CBE 255\",\"current_instructors\":[{\"instructor_uid\":\"instructor_78c8ea4676c607241057cf9a\",\"message\":\"Summary generation failed\",\"name\":\"Katelyn Dahlke\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:2656896\",\"summary\":[{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 2.78 GPA, 32.0% A/AB (n=25 letter grades); Spring 2025: 2.94 GPA, 33.3% A/AB (n=63 letter grades); Spring 2026: 2.95 GPA, 34.8% A/AB (n=66 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_78c8ea4676c607241057cf9a\",\"mode\":\"professor\"},{\"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\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 2.94 GPA, 33.3% A/AB (n=63 letter grades); Fall 2025: 2.83 GPA, 45.8% A/AB (n=48 letter grades); Spring 2026: 2.95 GPA, 34.8% A/AB (n=66 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"JENNIFER REED is recorded teaching in Fall 2009, Fall 2010, Fall 2011, Fall 2012, Spring 2014, Fall 2015, Spring 2016, Spring 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KATELYN DAHLKE is recorded teaching in Fall 2020, Fall 2021, Spring 2022, Fall 2023, Fall 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"}],\"text\":\"ROSS SWANEY is recorded teaching in Spring 2009, Spring 2010, Spring 2011, Spring 2012, Fall 2013. 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\": \"professor\", \"instructor_uid\": \"instructor_78c8ea4676c607241057cf9a\", \"error\": \"ModelAPIError: Connection 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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"9147a91ff9882af8c94ab8fd2f91b736dda2b2907767a5ab7ec5425e603f0f93","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(CBE 250or concurrent enrollment) and (MATH 319,320,376, or concurrent enrollment)\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":250,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"CBE 250or concurrent enrollment\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[\"n3\",\"n4\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 319,320,376, or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":319,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MATH 319\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"320\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"376\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"or concurrent enrollment\",\"id\":\"n6\",\"kind\":\"condition\"}],\"notes\":[\"The phrase 'MATH 319,320,376' is parsed as an any node of three specific courses. The 'or concurrent enrollment' at the end of the clause is ambiguous: it may apply only to the last course (376) or to the entire group. This node n6 is a ver\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"9147a91ff9882af8c94ab8fd2f91b736dda2b2907767a5ab7ec5425e603f0f93","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CBE 250\",\"field\":\"description\",\"quote\":\"An introduction to the invention of processes for the large scale, low cost processing of materials such as water, chemicals, petroleum products, food, drugs and wastes.\"},{\"course_id\":\"CBE 250\",\"field\":\"requirements_text\",\"quote\":\"CHEM 116,329, or concurrent enrollment\"}],\"text\":\"Process synthesis and chemical fundamentals\"},{\"evidence\":[{\"course_id\":\"MATH 319\",\"field\":\"description\",\"quote\":\"Review of linear differential equations; series solution of linear differential equations; boundary value problems; Laplace transforms; possibly numerical methods and two dimensional autonomous systems.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations.\"},{\"course_id\":\"MATH 376\",\"field\":\"description\",\"quote\":\"Topics in multi-variable calculus and introduction to differential equations.\"}],\"text\":\"Differential equations, linear algebra, and multi-variable calculus\"}],\"search_phrases\":[\"chemical process modeling\",\"computational tools analysis\",\"process simulation\",\"ODE numerical methods\",\"linear algebra applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"Introduction to modeling of chemical processes\"}],\"text\":\"Chemical process modeling\"},{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"introduction to using modern computational tools to analyze the models\"}],\"text\":\"Computational analysis of models\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO CHEMICAL PROCESS MODELING\"},{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"Introduction to modeling of chemical processes and introduction to using modern computational tools to analyze the models.\"}],\"text\":\"Introduction to chemical process modeling and computational analysis tools.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"modeling of chemical processes\"}],\"text\":\"Chemical process modeling\"},{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"using modern computational tools to analyze the models\"}],\"text\":\"Computational model analysis\"}]}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"9147a91ff9882af8c94ab8fd2f91b736dda2b2907767a5ab7ec5425e603f0f93","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I agree with everyone else too.  The class was a computer science/matlab course and he never taught us how to apply the concepts taught in lecture to Matlab, which was the whole point of the class.  Even though we begged for help, he was rarely available and took forever to respond to emails.  If you can avoid him, do it.\",\"course_id\":\"CBE 255\",\"date\":\"2008-05-20 16:12:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7687e8c9feb993adcde797ea\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0NTAwMzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Not the most interesting lecturer, but very helpful one-on-one. The class is fair, homework is often hard to figure out without help, exams are based on it. Overall he is made out to be worse than he actually is, I found him to be helpful and fair\",\"course_id\":\"CBE 255\",\"date\":\"2010-05-09 22:18:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4f0698e339e40efe2c2d7246\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MTU5OTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Dr. Dahlke was a decent professor for the most part. She was able to explain many concepts at a level understandable to anyone. However, when concepts got difficult, she became openly frustrated and wouldn't attempt to explain further to students that were behind. Additionally, she is incredibly rude and condescending toward others. \",\"course_id\":\"CBE 255\",\"date\":\"2024-05-07 23:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"367c167809d0649dc48549c2\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Often very demeaning to all students and talks down to them. She speaks very slowly and her cadence is very difficult to pay attention to. If anyone is whispering in class, she will threaten to throw them out of the class even if they are not disruptive. Her yelling at students for talking is much more disruptive than any student has ever been.\",\"course_id\":\"CBE 255\",\"date\":\"2024-10-17 22:49:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2dff2eb6996372f758b458e5\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5ODI1NDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"7687e8c9feb993adcde797ea\",\"4f0698e339e40efe2c2d7246\",\"367c167809d0649dc48549c2\",\"2dff2eb6996372f758b458e5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"},{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor teaching styles vary significantly. Ross Swaney was often described as boring and unhelpful, while Katelyn Dahlke was praised for clarity by some but criticized for being condescending and unclear by others.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Dr. Dahlke is super helpful & clearly cares about her students. I took this as a sophomore with no coding experience, so this course was definitely a lot of work between asynchronous tutorials, synchronous lectures, homeworks, quizzes & the project, but everything was graded fairly and I learned a ton. Extra credit & late tokens were a huge plus.\",\"course_id\":\"CBE 255\",\"date\":\"2020-12-21 08:57:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"409ffbc7e32e69083026d0de\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"409ffbc7e32e69083026d0de\",\"c8004b0bd2422b3404dcb0c1\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"summary\":\"Students consistently report a heavy workload, particularly with long and time-consuming homework assignments and projects that can take dozens of hours.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Professor Dahlke made it very clear she didn't care about her students or their mental health during a pandemic. Her projects were an insane amount of work often taking more than 70 hours. Her expectations were never clear on the rubrics she provided. Her grading was also very harsh considering she never stated her expectations.\",\"course_id\":\"CBE 255\",\"date\":\"2021-05-11 23:07:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f53be27906ab1bab06bd432\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Not the best. Grading is strict & instructions can be very unclear. Ask if you're unsure-you WILL lose points for misinterpreting vague details. Projects are tough & require content not seen in class. Expect many hours of work on them. She is usually willing to help. Participation can get you a HW drop but otherwise attendance isn't needed.\",\"course_id\":\"CBE 255\",\"date\":\"2021-12-25 07:06:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"745679702368f768a1611e85\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Bad professor. Vague in project rubrics, not helpful when you ask for help. Lecture attendance isn't mandatory but caveats come with that. Insanely tough projects, graded very strictly for an intro MATLAB class. Rely on googling syntaxes for HW and projects. Quizzes are pointless and too fast. Stickler for cheating. Good luck, you'll need it. :(\",\"course_id\":\"CBE 255\",\"date\":\"2021-12-25 23:07:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"96ba0e456a7d24c435081208\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjU0MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":5,\"review_ids\":[\"0f53be27906ab1bab06bd432\",\"745679702368f768a1611e85\",\"96ba0e456a7d24c435081208\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"Assessment methods are frequently criticized. Projects are often described as vague, overly difficult, and graded harshly or subjectively. Quizzes are sometimes considered unreasonable.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Very bad professor for teaching code of all things for a chemical engineer\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-06 05:08:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f2069ad04462ad9dafee38a6\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDQyNjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"c8004b0bd2422b3404dcb0c1\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\",\"f2069ad04462ad9dafee38a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"summary\":\"Projects are a major source of student dissatisfaction, often taking excessive time, being unclear in requirements, and feeling disconnected from lecture content.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Not the most interesting lecturer, but very helpful one-on-one. The class is fair, homework is often hard to figure out without help, exams are based on it. Overall he is made out to be worse than he actually is, I found him to be helpful and fair\",\"course_id\":\"CBE 255\",\"date\":\"2010-05-09 22:18:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4f0698e339e40efe2c2d7246\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MTU5OTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Actually a good class, lectures are boring, but Prof. Swaney isn't that bad. He's made out to be a lot worse than he actually is. I found him extremely helpful one-on-one, and while the homework is pretty bad, exams are directly based on it and very fair.\",\"course_id\":\"CBE 255\",\"date\":\"2010-07-10 19:33:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"893a22b42c6108042b95f1bf\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3NDA3Njcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Genuinely a great teacher to learn MATLAB. A lot of upperclass students who had previous professors are not comfortable using MATLAB for classes like CBE 311, 324, 326 etc. but her class is like MATLAB bootcamp. You'll come out with a decently strong understanding of using the program, but beware of long homework and projects.\",\"course_id\":\"CBE 255\",\"date\":\"2021-04-10 18:53:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14134b73321a3c6ca55c8e2e\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NTMxMDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"I agree with everyone else too.  The class was a computer science/matlab course and he never taught us how to apply the concepts taught in lecture to Matlab, which was the whole point of the class.  Even though we begged for help, he was rarely available and took forever to respond to emails.  If you can avoid him, do it.\",\"course_id\":\"CBE 255\",\"date\":\"2008-05-20 16:12:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7687e8c9feb993adcde797ea\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0NTAwMzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":5,\"review_ids\":[\"4f0698e339e40efe2c2d7246\",\"893a22b42c6108042b95f1bf\",\"14134b73321a3c6ca55c8e2e\",\"7687e8c9feb993adcde797ea\",\"c8004b0bd2422b3404dcb0c1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"},{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"The overall experience is highly dependent on the instructor. While some find the course a valuable 'MATLAB bootcamp' with helpful instructors, many find it stressful, poorly taught, and overly demanding.\"}]}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"9147a91ff9882af8c94ab8fd2f91b736dda2b2907767a5ab7ec5425e603f0f93","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"8428471f0f06ae541549d8cfa660eed14a3124d8210d772abcafd1dad11f8c28\",\"course_id\":\"CBE 255\",\"current_instructors\":[{\"instructor_uid\":\"instructor_78c8ea4676c607241057cf9a\",\"message\":null,\"name\":\"Katelyn Dahlke\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2656896\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 04:18:03 +0000 UTC\",\"review_id\":\"cdbb53bd40b48967ce1296f1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTYyMjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 08:57:53 +0000 UTC\",\"review_id\":\"409ffbc7e32e69083026d0de\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Katelyn Dahlke is described as helpful and caring, with some students noting her flexibility and fair grading. These reviewers appreciated the support provided to beginners and the use of extra credit and late tokens to manage workload.\"},{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-05-11 23:07:48 +0000 UTC\",\"review_id\":\"0f53be27906ab1bab06bd432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-12-25 07:06:50 +0000 UTC\",\"review_id\":\"745679702368f768a1611e85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-02-24 23:22:36 +0000 UTC\",\"review_id\":\"49ddb1b5c4dbec933d85343a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1ODgxNTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-05-02 19:07:15 +0000 UTC\",\"review_id\":\"c8004b0bd2422b3404dcb0c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2024-05-07 23:14:04 +0000 UTC\",\"review_id\":\"367c167809d0649dc48549c2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-04 00:05:08 +0000 UTC\",\"review_id\":\"335c07ca3801de3389514968\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-06 05:08:03 +0000 UTC\",\"review_id\":\"f2069ad04462ad9dafee38a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDQyNjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Many reviewers report that Dahlke’s projects are excessively time-consuming, unclear, and graded harshly or subjectively. Some students also cite her condescending attitude, frustration with difficult concepts, and lack of clear expectations as major concerns.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 2.78 GPA, 32.0% A/AB (n=25 letter grades); Spring 2025: 2.94 GPA, 33.3% A/AB (n=63 letter grades); Spring 2026: 2.95 GPA, 34.8% A/AB (n=66 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 08:57:53 +0000 UTC\",\"review_id\":\"409ffbc7e32e69083026d0de\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-05-11 23:07:48 +0000 UTC\",\"review_id\":\"0f53be27906ab1bab06bd432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-12-25 07:06:50 +0000 UTC\",\"review_id\":\"745679702368f768a1611e85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-02-24 23:22:36 +0000 UTC\",\"review_id\":\"49ddb1b5c4dbec933d85343a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1ODgxNTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-05-02 19:07:15 +0000 UTC\",\"review_id\":\"c8004b0bd2422b3404dcb0c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-04 00:05:08 +0000 UTC\",\"review_id\":\"335c07ca3801de3389514968\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Reviewers consistently report a heavy workload, citing weekly homeworks, quizzes, and large projects that often require 40 to 70 hours of work. Some students found the assignments excessive and disconnected from class content, while others noted the volume consumed all free time.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2008-05-20 16:12:06 +0000 UTC\",\"review_id\":\"7687e8c9feb993adcde797ea\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTE0NTAwMzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"},{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2010-03-23 03:07:37 +0000 UTC\",\"review_id\":\"6038a4b57865313e65785f47\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTE2ODk4OTI2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"},{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2010-05-09 22:18:42 +0000 UTC\",\"review_id\":\"4f0698e339e40efe2c2d7246\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTE3MTU5OTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"},{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2010-07-10 19:33:45 +0000 UTC\",\"review_id\":\"893a22b42c6108042b95f1bf\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTE3NDA3Njcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"},{\"instructor_name\":\"Ross Swaney\",\"review_date\":\"2013-10-07 14:39:32 +0000 UTC\",\"review_id\":\"2a452f5c43abfa44db042d77\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:191092\",\"source_review_id\":\"UmF0aW5nLTIyMTYxNDA0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\",\"type\":\"review\"},{\"instructor_name\":\"Jennifer Reed\",\"review_date\":\"2018-05-13 18:33:47 +0000 UTC\",\"review_id\":\"8440b256ccc258944544d424\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2376456\",\"source_review_id\":\"UmF0aW5nLTMwMDkyOTkz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2376456\",\"type\":\"review\"}],\"text\":\"Katelyn Dahlke is the current instructor, but no reviews are available for her. Historical reviews for Ross Swaney disagree on his teaching style, with some calling him a boring lecturer who rarely responded to emails, while others found him helpful one-on-one and fair. Jennifer Reed was previously praised as organized and caring.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 04:18:03 +0000 UTC\",\"review_id\":\"cdbb53bd40b48967ce1296f1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTYyMjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 08:57:53 +0000 UTC\",\"review_id\":\"409ffbc7e32e69083026d0de\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-05-11 23:07:48 +0000 UTC\",\"review_id\":\"0f53be27906ab1bab06bd432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-12-25 07:06:50 +0000 UTC\",\"review_id\":\"745679702368f768a1611e85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-02-24 23:22:36 +0000 UTC\",\"review_id\":\"49ddb1b5c4dbec933d85343a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1ODgxNTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-05-02 19:07:15 +0000 UTC\",\"review_id\":\"c8004b0bd2422b3404dcb0c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2023-03-29 18:32:29 +0000 UTC\",\"review_id\":\"8c327e2291b4944cf00cf21a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0ODU3MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2024-05-07 23:14:04 +0000 UTC\",\"review_id\":\"367c167809d0649dc48549c2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-04 00:05:08 +0000 UTC\",\"review_id\":\"335c07ca3801de3389514968\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-06 05:08:03 +0000 UTC\",\"review_id\":\"f2069ad04462ad9dafee38a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDQyNjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Katelyn Dahlke’s teaching receives polarized reviews, with students describing her as either supportive and flexible or harsh and condescending. Experiences range from high satisfaction with her care for student well-being to severe frustration with unclear expectations and excessive workload.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 2.94 GPA, 33.3% A/AB (n=63 letter grades); Fall 2025: 2.83 GPA, 45.8% A/AB (n=48 letter grades); Spring 2026: 2.95 GPA, 34.8% A/AB (n=66 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 04:18:03 +0000 UTC\",\"review_id\":\"cdbb53bd40b48967ce1296f1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTYyMjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 08:57:53 +0000 UTC\",\"review_id\":\"409ffbc7e32e69083026d0de\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-12-25 07:06:50 +0000 UTC\",\"review_id\":\"745679702368f768a1611e85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2023-03-29 18:32:29 +0000 UTC\",\"review_id\":\"8c327e2291b4944cf00cf21a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0ODU3MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2024-05-07 23:14:04 +0000 UTC\",\"review_id\":\"367c167809d0649dc48549c2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Students report conflicting experiences regarding clarity and support. Some praise her helpfulness and clear explanations, while others criticize vague instructions, strict grading, and condescending behavior when concepts become difficult.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"JENNIFER REED is recorded teaching in Fall 2009, Fall 2010, Fall 2011, Fall 2012, Spring 2014, Fall 2015, Spring 2016, Spring 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KATELYN DAHLKE is recorded teaching in Fall 2020, Fall 2021, Spring 2022, Fall 2023, Fall 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"}],\"text\":\"ROSS SWANEY is recorded teaching in Spring 2009, Spring 2010, Spring 2011, Spring 2012, Fall 2013. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"d8090adfcf7fd25b87523576dfd46403fe1ccfda1b9c60d3f90b39a83cc2f760","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(CBE 250or concurrent enrollment) and (MATH 319,320,376, or concurrent enrollment)\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":250,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"CBE 250or concurrent enrollment\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[\"n3\",\"n4\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 319,320,376, or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":319,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MATH 319\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"320\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"376\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"or concurrent enrollment\",\"id\":\"n6\",\"kind\":\"condition\"}],\"notes\":[\"The phrase 'MATH 319,320,376' is parsed as an any node of three specific courses. The 'or concurrent enrollment' at the end of the clause is ambiguous: it may apply only to the last course (376) or to the entire group. This node n6 is a ver\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"d8090adfcf7fd25b87523576dfd46403fe1ccfda1b9c60d3f90b39a83cc2f760","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CBE 250\",\"field\":\"description\",\"quote\":\"An introduction to the invention of processes for the large scale, low cost processing of materials such as water, chemicals, petroleum products, food, drugs and wastes.\"},{\"course_id\":\"CBE 250\",\"field\":\"requirements_text\",\"quote\":\"CHEM 116,329, or concurrent enrollment\"}],\"text\":\"Process synthesis and chemical fundamentals\"},{\"evidence\":[{\"course_id\":\"MATH 319\",\"field\":\"description\",\"quote\":\"Review of linear differential equations; series solution of linear differential equations; boundary value problems; Laplace transforms; possibly numerical methods and two dimensional autonomous systems.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations.\"},{\"course_id\":\"MATH 376\",\"field\":\"description\",\"quote\":\"Topics in multi-variable calculus and introduction to differential equations.\"}],\"text\":\"Differential equations, linear algebra, and multi-variable calculus\"}],\"search_phrases\":[\"chemical process modeling\",\"computational tools analysis\",\"process simulation\",\"ODE numerical methods\",\"linear algebra applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"Introduction to modeling of chemical processes\"}],\"text\":\"Chemical process modeling\"},{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"introduction to using modern computational tools to analyze the models\"}],\"text\":\"Computational analysis of models\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO CHEMICAL PROCESS MODELING\"},{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"Introduction to modeling of chemical processes and introduction to using modern computational tools to analyze the models.\"}],\"text\":\"Introduction to chemical process modeling and computational analysis tools.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"modeling of chemical processes\"}],\"text\":\"Chemical process modeling\"},{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"using modern computational tools to analyze the models\"}],\"text\":\"Computational model analysis\"}]}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"d8090adfcf7fd25b87523576dfd46403fe1ccfda1b9c60d3f90b39a83cc2f760","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I agree with everyone else too.  The class was a computer science/matlab course and he never taught us how to apply the concepts taught in lecture to Matlab, which was the whole point of the class.  Even though we begged for help, he was rarely available and took forever to respond to emails.  If you can avoid him, do it.\",\"course_id\":\"CBE 255\",\"date\":\"2008-05-20 16:12:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7687e8c9feb993adcde797ea\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0NTAwMzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Not the most interesting lecturer, but very helpful one-on-one. The class is fair, homework is often hard to figure out without help, exams are based on it. Overall he is made out to be worse than he actually is, I found him to be helpful and fair\",\"course_id\":\"CBE 255\",\"date\":\"2010-05-09 22:18:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4f0698e339e40efe2c2d7246\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MTU5OTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Dr. Dahlke was a decent professor for the most part. She was able to explain many concepts at a level understandable to anyone. However, when concepts got difficult, she became openly frustrated and wouldn't attempt to explain further to students that were behind. Additionally, she is incredibly rude and condescending toward others. \",\"course_id\":\"CBE 255\",\"date\":\"2024-05-07 23:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"367c167809d0649dc48549c2\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Often very demeaning to all students and talks down to them. She speaks very slowly and her cadence is very difficult to pay attention to. If anyone is whispering in class, she will threaten to throw them out of the class even if they are not disruptive. Her yelling at students for talking is much more disruptive than any student has ever been.\",\"course_id\":\"CBE 255\",\"date\":\"2024-10-17 22:49:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2dff2eb6996372f758b458e5\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5ODI1NDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"7687e8c9feb993adcde797ea\",\"4f0698e339e40efe2c2d7246\",\"367c167809d0649dc48549c2\",\"2dff2eb6996372f758b458e5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"},{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor teaching styles vary significantly. Ross Swaney was often described as boring and unhelpful, while Katelyn Dahlke was praised for clarity by some but criticized for being condescending and unclear by others.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Dr. Dahlke is super helpful & clearly cares about her students. I took this as a sophomore with no coding experience, so this course was definitely a lot of work between asynchronous tutorials, synchronous lectures, homeworks, quizzes & the project, but everything was graded fairly and I learned a ton. Extra credit & late tokens were a huge plus.\",\"course_id\":\"CBE 255\",\"date\":\"2020-12-21 08:57:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"409ffbc7e32e69083026d0de\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"409ffbc7e32e69083026d0de\",\"c8004b0bd2422b3404dcb0c1\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"summary\":\"Students consistently report a heavy workload, particularly with long and time-consuming homework assignments and projects that can take dozens of hours.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Professor Dahlke made it very clear she didn't care about her students or their mental health during a pandemic. Her projects were an insane amount of work often taking more than 70 hours. Her expectations were never clear on the rubrics she provided. Her grading was also very harsh considering she never stated her expectations.\",\"course_id\":\"CBE 255\",\"date\":\"2021-05-11 23:07:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f53be27906ab1bab06bd432\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Not the best. Grading is strict & instructions can be very unclear. Ask if you're unsure-you WILL lose points for misinterpreting vague details. Projects are tough & require content not seen in class. Expect many hours of work on them. She is usually willing to help. Participation can get you a HW drop but otherwise attendance isn't needed.\",\"course_id\":\"CBE 255\",\"date\":\"2021-12-25 07:06:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"745679702368f768a1611e85\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Bad professor. Vague in project rubrics, not helpful when you ask for help. Lecture attendance isn't mandatory but caveats come with that. Insanely tough projects, graded very strictly for an intro MATLAB class. Rely on googling syntaxes for HW and projects. Quizzes are pointless and too fast. Stickler for cheating. Good luck, you'll need it. :(\",\"course_id\":\"CBE 255\",\"date\":\"2021-12-25 23:07:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"96ba0e456a7d24c435081208\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjU0MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":5,\"review_ids\":[\"0f53be27906ab1bab06bd432\",\"745679702368f768a1611e85\",\"96ba0e456a7d24c435081208\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"Assessment methods are frequently criticized. Projects are often described as vague, overly difficult, and graded harshly or subjectively. Quizzes are sometimes considered unreasonable.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Very bad professor for teaching code of all things for a chemical engineer\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-06 05:08:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f2069ad04462ad9dafee38a6\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDQyNjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"c8004b0bd2422b3404dcb0c1\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\",\"f2069ad04462ad9dafee38a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"summary\":\"Projects are a major source of student dissatisfaction, often taking excessive time, being unclear in requirements, and feeling disconnected from lecture content.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Not the most interesting lecturer, but very helpful one-on-one. The class is fair, homework is often hard to figure out without help, exams are based on it. Overall he is made out to be worse than he actually is, I found him to be helpful and fair\",\"course_id\":\"CBE 255\",\"date\":\"2010-05-09 22:18:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4f0698e339e40efe2c2d7246\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MTU5OTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Actually a good class, lectures are boring, but Prof. Swaney isn't that bad. He's made out to be a lot worse than he actually is. I found him extremely helpful one-on-one, and while the homework is pretty bad, exams are directly based on it and very fair.\",\"course_id\":\"CBE 255\",\"date\":\"2010-07-10 19:33:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"893a22b42c6108042b95f1bf\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3NDA3Njcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Genuinely a great teacher to learn MATLAB. A lot of upperclass students who had previous professors are not comfortable using MATLAB for classes like CBE 311, 324, 326 etc. but her class is like MATLAB bootcamp. You'll come out with a decently strong understanding of using the program, but beware of long homework and projects.\",\"course_id\":\"CBE 255\",\"date\":\"2021-04-10 18:53:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14134b73321a3c6ca55c8e2e\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NTMxMDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"I agree with everyone else too.  The class was a computer science/matlab course and he never taught us how to apply the concepts taught in lecture to Matlab, which was the whole point of the class.  Even though we begged for help, he was rarely available and took forever to respond to emails.  If you can avoid him, do it.\",\"course_id\":\"CBE 255\",\"date\":\"2008-05-20 16:12:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7687e8c9feb993adcde797ea\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0NTAwMzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":5,\"review_ids\":[\"4f0698e339e40efe2c2d7246\",\"893a22b42c6108042b95f1bf\",\"14134b73321a3c6ca55c8e2e\",\"7687e8c9feb993adcde797ea\",\"c8004b0bd2422b3404dcb0c1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"},{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"The overall experience is highly dependent on the instructor. While some find the course a valuable 'MATLAB bootcamp' with helpful instructors, many find it stressful, poorly taught, and overly demanding.\"}]}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"d8090adfcf7fd25b87523576dfd46403fe1ccfda1b9c60d3f90b39a83cc2f760","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"8428471f0f06ae541549d8cfa660eed14a3124d8210d772abcafd1dad11f8c28\",\"course_id\":\"CBE 255\",\"current_instructors\":[{\"instructor_uid\":\"instructor_78c8ea4676c607241057cf9a\",\"message\":null,\"name\":\"Katelyn Dahlke\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2656896\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 04:18:03 +0000 UTC\",\"review_id\":\"cdbb53bd40b48967ce1296f1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTYyMjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 08:57:53 +0000 UTC\",\"review_id\":\"409ffbc7e32e69083026d0de\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Katelyn Dahlke is described as helpful and caring, with some students noting her flexibility and fair grading. These reviewers appreciated the support provided to beginners and the use of extra credit and late tokens to manage workload.\"},{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-05-11 23:07:48 +0000 UTC\",\"review_id\":\"0f53be27906ab1bab06bd432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-12-25 07:06:50 +0000 UTC\",\"review_id\":\"745679702368f768a1611e85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-02-24 23:22:36 +0000 UTC\",\"review_id\":\"49ddb1b5c4dbec933d85343a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1ODgxNTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-05-02 19:07:15 +0000 UTC\",\"review_id\":\"c8004b0bd2422b3404dcb0c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2024-05-07 23:14:04 +0000 UTC\",\"review_id\":\"367c167809d0649dc48549c2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-04 00:05:08 +0000 UTC\",\"review_id\":\"335c07ca3801de3389514968\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-06 05:08:03 +0000 UTC\",\"review_id\":\"f2069ad04462ad9dafee38a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDQyNjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Many reviewers report that Dahlke’s projects are excessively time-consuming, unclear, and graded harshly or subjectively. 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While some found him unhelpful and boring, others reported he was fair, helpful one-on-one, and that exams aligned with homework.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 04:18:03 +0000 UTC\",\"review_id\":\"cdbb53bd40b48967ce1296f1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTYyMjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 08:57:53 +0000 UTC\",\"review_id\":\"409ffbc7e32e69083026d0de\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-05-11 23:07:48 +0000 UTC\",\"review_id\":\"0f53be27906ab1bab06bd432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-12-25 07:06:50 +0000 UTC\",\"review_id\":\"745679702368f768a1611e85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-02-24 23:22:36 +0000 UTC\",\"review_id\":\"49ddb1b5c4dbec933d85343a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1ODgxNTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-05-02 19:07:15 +0000 UTC\",\"review_id\":\"c8004b0bd2422b3404dcb0c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2023-03-29 18:32:29 +0000 UTC\",\"review_id\":\"8c327e2291b4944cf00cf21a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0ODU3MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2024-05-07 23:14:04 +0000 UTC\",\"review_id\":\"367c167809d0649dc48549c2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-04 00:05:08 +0000 UTC\",\"review_id\":\"335c07ca3801de3389514968\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-06 05:08:03 +0000 UTC\",\"review_id\":\"f2069ad04462ad9dafee38a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDQyNjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Katelyn Dahlke’s teaching receives polarized reviews, with students describing her as either supportive and flexible or harsh and condescending. Experiences range from high satisfaction with her care for student well-being to severe frustration with unclear expectations and excessive workload.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 2.94 GPA, 33.3% A/AB (n=63 letter grades); Fall 2025: 2.83 GPA, 45.8% A/AB (n=48 letter grades); Spring 2026: 2.95 GPA, 34.8% A/AB (n=66 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 04:18:03 +0000 UTC\",\"review_id\":\"cdbb53bd40b48967ce1296f1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTYyMjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 08:57:53 +0000 UTC\",\"review_id\":\"409ffbc7e32e69083026d0de\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-12-25 07:06:50 +0000 UTC\",\"review_id\":\"745679702368f768a1611e85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2023-03-29 18:32:29 +0000 UTC\",\"review_id\":\"8c327e2291b4944cf00cf21a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0ODU3MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2024-05-07 23:14:04 +0000 UTC\",\"review_id\":\"367c167809d0649dc48549c2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Students report conflicting experiences regarding clarity and support. Some praise her helpfulness and clear explanations, while others criticize vague instructions, strict grading, and condescending behavior when concepts become difficult.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"JENNIFER REED is recorded teaching in Fall 2009, Fall 2010, Fall 2011, Fall 2012, Spring 2014, Fall 2015, Spring 2016, Spring 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KATELYN DAHLKE is recorded teaching in Fall 2020, Fall 2021, Spring 2022, Fall 2023, Fall 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"}],\"text\":\"ROSS SWANEY is recorded teaching in Spring 2009, Spring 2010, Spring 2011, Spring 2012, Fall 2013. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4563b9a076175cfaabfc5de4c58eaca4392588eec5db433748f60e7b4a0fcb16","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(CBE 250or concurrent enrollment) and (MATH 319,320,376, or concurrent enrollment)\",\"id\":\"n0\",\"kind\":\"all\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":250,\"minimum_grade\":null,\"subjects\":[\"CBE\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"CBE 250or concurrent enrollment\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[\"n3\",\"n4\",\"n5\",\"n6\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 319,320,376, or concurrent enrollment\",\"id\":\"n2\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":319,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"MATH 319\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"320\",\"id\":\"n4\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior_or_concurrent\"},\"evidence\":\"376\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"concurrent enrollment\",\"course\":null,\"evidence\":\"or concurrent enrollment\",\"id\":\"n6\",\"kind\":\"condition\"}],\"notes\":[\"The phrase 'MATH 319,320,376' is parsed as an any node of three specific courses. The 'or concurrent enrollment' at the end of the clause is ambiguous: it may apply only to the last course (376) or to the entire group. This node n6 is a ver\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4563b9a076175cfaabfc5de4c58eaca4392588eec5db433748f60e7b4a0fcb16","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"CBE 250\",\"field\":\"description\",\"quote\":\"An introduction to the invention of processes for the large scale, low cost processing of materials such as water, chemicals, petroleum products, food, drugs and wastes.\"},{\"course_id\":\"CBE 250\",\"field\":\"requirements_text\",\"quote\":\"CHEM 116,329, or concurrent enrollment\"}],\"text\":\"Process synthesis and chemical fundamentals\"},{\"evidence\":[{\"course_id\":\"MATH 319\",\"field\":\"description\",\"quote\":\"Review of linear differential equations; series solution of linear differential equations; boundary value problems; Laplace transforms; possibly numerical methods and two dimensional autonomous systems.\"},{\"course_id\":\"MATH 320\",\"field\":\"description\",\"quote\":\"An introduction to linear algebra and differential equations with emphasis on the relationship between the theory of linear algebra and analytical and numerical techniques for solving differential equations.\"},{\"course_id\":\"MATH 376\",\"field\":\"description\",\"quote\":\"Topics in multi-variable calculus and introduction to differential equations.\"}],\"text\":\"Differential equations, linear algebra, and multi-variable calculus\"}],\"search_phrases\":[\"chemical process modeling\",\"computational tools analysis\",\"process simulation\",\"ODE numerical methods\",\"linear algebra applications\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"Introduction to modeling of chemical processes\"}],\"text\":\"Chemical process modeling\"},{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"introduction to using modern computational tools to analyze the models\"}],\"text\":\"Computational analysis of models\"}],\"summary\":{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO CHEMICAL PROCESS MODELING\"},{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"Introduction to modeling of chemical processes and introduction to using modern computational tools to analyze the models.\"}],\"text\":\"Introduction to chemical process modeling and computational analysis tools.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"modeling of chemical processes\"}],\"text\":\"Chemical process modeling\"},{\"evidence\":[{\"course_id\":\"CBE 255\",\"field\":\"description\",\"quote\":\"using modern computational tools to analyze the models\"}],\"text\":\"Computational model analysis\"}]}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4563b9a076175cfaabfc5de4c58eaca4392588eec5db433748f60e7b4a0fcb16","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"I agree with everyone else too.  The class was a computer science/matlab course and he never taught us how to apply the concepts taught in lecture to Matlab, which was the whole point of the class.  Even though we begged for help, he was rarely available and took forever to respond to emails.  If you can avoid him, do it.\",\"course_id\":\"CBE 255\",\"date\":\"2008-05-20 16:12:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7687e8c9feb993adcde797ea\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0NTAwMzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Not the most interesting lecturer, but very helpful one-on-one. The class is fair, homework is often hard to figure out without help, exams are based on it. Overall he is made out to be worse than he actually is, I found him to be helpful and fair\",\"course_id\":\"CBE 255\",\"date\":\"2010-05-09 22:18:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4f0698e339e40efe2c2d7246\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MTU5OTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Dr. Dahlke was a decent professor for the most part. She was able to explain many concepts at a level understandable to anyone. However, when concepts got difficult, she became openly frustrated and wouldn't attempt to explain further to students that were behind. Additionally, she is incredibly rude and condescending toward others. \",\"course_id\":\"CBE 255\",\"date\":\"2024-05-07 23:14:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"367c167809d0649dc48549c2\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Often very demeaning to all students and talks down to them. She speaks very slowly and her cadence is very difficult to pay attention to. If anyone is whispering in class, she will threaten to throw them out of the class even if they are not disruptive. Her yelling at students for talking is much more disruptive than any student has ever been.\",\"course_id\":\"CBE 255\",\"date\":\"2024-10-17 22:49:02 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2dff2eb6996372f758b458e5\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5ODI1NDkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"7687e8c9feb993adcde797ea\",\"4f0698e339e40efe2c2d7246\",\"367c167809d0649dc48549c2\",\"2dff2eb6996372f758b458e5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"},{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor teaching styles vary significantly. Ross Swaney was often described as boring and unhelpful, while Katelyn Dahlke was praised for clarity by some but criticized for being condescending and unclear by others.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Dr. Dahlke is super helpful & clearly cares about her students. I took this as a sophomore with no coding experience, so this course was definitely a lot of work between asynchronous tutorials, synchronous lectures, homeworks, quizzes & the project, but everything was graded fairly and I learned a ton. Extra credit & late tokens were a huge plus.\",\"course_id\":\"CBE 255\",\"date\":\"2020-12-21 08:57:53 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"409ffbc7e32e69083026d0de\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"409ffbc7e32e69083026d0de\",\"c8004b0bd2422b3404dcb0c1\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2020\"},\"sentiment\":\"negative\",\"summary\":\"Students consistently report a heavy workload, particularly with long and time-consuming homework assignments and projects that can take dozens of hours.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Professor Dahlke made it very clear she didn't care about her students or their mental health during a pandemic. Her projects were an insane amount of work often taking more than 70 hours. Her expectations were never clear on the rubrics she provided. Her grading was also very harsh considering she never stated her expectations.\",\"course_id\":\"CBE 255\",\"date\":\"2021-05-11 23:07:48 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"0f53be27906ab1bab06bd432\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Not the best. Grading is strict & instructions can be very unclear. Ask if you're unsure-you WILL lose points for misinterpreting vague details. Projects are tough & require content not seen in class. Expect many hours of work on them. She is usually willing to help. Participation can get you a HW drop but otherwise attendance isn't needed.\",\"course_id\":\"CBE 255\",\"date\":\"2021-12-25 07:06:50 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"745679702368f768a1611e85\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Bad professor. Vague in project rubrics, not helpful when you ask for help. Lecture attendance isn't mandatory but caveats come with that. Insanely tough projects, graded very strictly for an intro MATLAB class. Rely on googling syntaxes for HW and projects. Quizzes are pointless and too fast. Stickler for cheating. Good luck, you'll need it. :(\",\"course_id\":\"CBE 255\",\"date\":\"2021-12-25 23:07:03 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"96ba0e456a7d24c435081208\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjU0MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":5,\"review_ids\":[\"0f53be27906ab1bab06bd432\",\"745679702368f768a1611e85\",\"96ba0e456a7d24c435081208\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"Assessment methods are frequently criticized. Projects are often described as vague, overly difficult, and graded harshly or subjectively. Quizzes are sometimes considered unreasonable.\"},{\"aspect\":\"projects\",\"evidence\":[{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Homework took up to 10 hours each week. The quizzes were unreasonable at best. Projects were incredibly unclear and wayyyy underspecified on what was required. Project 2 was graded based mostly on subjective color preferences of the professor which she never told us. She also would stop class to single out students who were talking about material.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:05:08 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"335c07ca3801de3389514968\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"The projects were insanely hard, and she assigned long homework due the week of the project. The second project was a plot that was based entirely on her preference. The project descriptions were insanely vague, and when you would ask what you were supposed to do, she would assume that you should just know.\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-04 00:06:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"cf501f45d276d538493410f9\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDEyODI0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"Very bad professor for teaching code of all things for a chemical engineer\",\"course_id\":\"CBE 255\",\"date\":\"2026-05-06 05:08:03 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"f2069ad04462ad9dafee38a6\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQzMDQyNjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":4,\"review_ids\":[\"c8004b0bd2422b3404dcb0c1\",\"335c07ca3801de3389514968\",\"cf501f45d276d538493410f9\",\"f2069ad04462ad9dafee38a6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2022\"},\"sentiment\":\"negative\",\"summary\":\"Projects are a major source of student dissatisfaction, often taking excessive time, being unclear in requirements, and feeling disconnected from lecture content.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Not the most interesting lecturer, but very helpful one-on-one. The class is fair, homework is often hard to figure out without help, exams are based on it. Overall he is made out to be worse than he actually is, I found him to be helpful and fair\",\"course_id\":\"CBE 255\",\"date\":\"2010-05-09 22:18:42 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"4f0698e339e40efe2c2d7246\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3MTU5OTIz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Actually a good class, lectures are boring, but Prof. Swaney isn't that bad. He's made out to be a lot worse than he actually is. I found him extremely helpful one-on-one, and while the homework is pretty bad, exams are directly based on it and very fair.\",\"course_id\":\"CBE 255\",\"date\":\"2010-07-10 19:33:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"893a22b42c6108042b95f1bf\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3NDA3Njcx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"Genuinely a great teacher to learn MATLAB. A lot of upperclass students who had previous professors are not comfortable using MATLAB for classes like CBE 311, 324, 326 etc. but her class is like MATLAB bootcamp. You'll come out with a decently strong understanding of using the program, but beware of long homework and projects.\",\"course_id\":\"CBE 255\",\"date\":\"2021-04-10 18:53:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"14134b73321a3c6ca55c8e2e\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM0NTMxMDE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"},{\"comment\":\"I agree with everyone else too.  The class was a computer science/matlab course and he never taught us how to apply the concepts taught in lecture to Matlab, which was the whole point of the class.  Even though we begged for help, he was rarely available and took forever to respond to emails.  If you can avoid him, do it.\",\"course_id\":\"CBE 255\",\"date\":\"2008-05-20 16:12:06 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7687e8c9feb993adcde797ea\",\"instructor_id\":\"rmp:191092\",\"instructor_name\":\"Ross Swaney\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE0NTAwMzgy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/191092\"},{\"comment\":\"The worst professor I've ever had. An offensive amount of work assigned. Three projects each of which take 40+ hours, an exam, a quiz each week, a large hw each week. The projects and hw have nothing to do with the content learned in class. She told us she graded our second project while watching baseball at a bar. Avoid at all costs.\",\"course_id\":\"CBE 255\",\"date\":\"2022-05-02 19:07:15 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"c8004b0bd2422b3404dcb0c1\",\"instructor_id\":\"rmp:2656896\",\"instructor_name\":\"Katelyn Dahlke\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\"}],\"evidence_count\":5,\"review_ids\":[\"4f0698e339e40efe2c2d7246\",\"893a22b42c6108042b95f1bf\",\"14134b73321a3c6ca55c8e2e\",\"7687e8c9feb993adcde797ea\",\"c8004b0bd2422b3404dcb0c1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:191092\",\"name\":\"Ross Swaney\"},{\"id\":\"rmp:2656896\",\"name\":\"Katelyn Dahlke\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2008\"},\"sentiment\":\"mixed\",\"summary\":\"The overall experience is highly dependent on the instructor. While some find the course a valuable 'MATLAB bootcamp' with helpful instructors, many find it stressful, poorly taught, and overly demanding.\"}]}","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_9a8e10f977a1af3ad895a6ba","course_id":"CBE 255","catalog_version_id":"ba0538311b4a2684e6dc366abc9e12e9502db19fc51dcf27a0ce3ffdfa70051e","record_version_id":"91bf2bff5df5b3215a0d6a8c6a8f68369cf8b7ac03890826f8a3f75cc2e79588","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"4563b9a076175cfaabfc5de4c58eaca4392588eec5db433748f60e7b4a0fcb16","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"8428471f0f06ae541549d8cfa660eed14a3124d8210d772abcafd1dad11f8c28\",\"course_id\":\"CBE 255\",\"current_instructors\":[{\"instructor_uid\":\"instructor_78c8ea4676c607241057cf9a\",\"message\":null,\"name\":\"Katelyn Dahlke\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2656896\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 04:18:03 +0000 UTC\",\"review_id\":\"cdbb53bd40b48967ce1296f1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTYyMjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 08:57:53 +0000 UTC\",\"review_id\":\"409ffbc7e32e69083026d0de\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Katelyn Dahlke is described as helpful and caring, with some students noting her flexibility and fair grading. These reviewers appreciated the support provided to beginners and the use of extra credit and late tokens to manage workload.\"},{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-05-11 23:07:48 +0000 UTC\",\"review_id\":\"0f53be27906ab1bab06bd432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-12-25 07:06:50 +0000 UTC\",\"review_id\":\"745679702368f768a1611e85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-02-24 23:22:36 +0000 UTC\",\"review_id\":\"49ddb1b5c4dbec933d85343a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1ODgxNTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-05-02 19:07:15 +0000 UTC\",\"review_id\":\"c8004b0bd2422b3404dcb0c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2024-05-07 23:14:04 +0000 UTC\",\"review_id\":\"367c167809d0649dc48549c2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-04 00:05:08 +0000 UTC\",\"review_id\":\"335c07ca3801de3389514968\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-06 05:08:03 +0000 UTC\",\"review_id\":\"f2069ad04462ad9dafee38a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDQyNjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Many reviewers report that Dahlke’s projects are excessively time-consuming, unclear, and graded harshly or subjectively. Some students also cite her condescending attitude, frustration with difficult concepts, and lack of clear expectations as major concerns.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 2.78 GPA, 32.0% A/AB (n=25 letter grades); Spring 2025: 2.94 GPA, 33.3% A/AB (n=63 letter grades); Spring 2026: 2.95 GPA, 34.8% A/AB (n=66 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 08:57:53 +0000 UTC\",\"review_id\":\"409ffbc7e32e69083026d0de\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-05-11 23:07:48 +0000 UTC\",\"review_id\":\"0f53be27906ab1bab06bd432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-12-25 07:06:50 +0000 UTC\",\"review_id\":\"745679702368f768a1611e85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-02-24 23:22:36 +0000 UTC\",\"review_id\":\"49ddb1b5c4dbec933d85343a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1ODgxNTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-05-02 19:07:15 +0000 UTC\",\"review_id\":\"c8004b0bd2422b3404dcb0c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-04 00:05:08 +0000 UTC\",\"review_id\":\"335c07ca3801de3389514968\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Reviewers consistently report a heavy workload, citing weekly homeworks, quizzes, and large projects that often require 40 to 70 hours of work. Some students found the assignments excessive and disconnected from class content, while others noted the volume consumed all free time.\"}],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"history\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 04:18:03 +0000 UTC\",\"review_id\":\"cdbb53bd40b48967ce1296f1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTYyMjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 08:57:53 +0000 UTC\",\"review_id\":\"409ffbc7e32e69083026d0de\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-05-11 23:07:48 +0000 UTC\",\"review_id\":\"0f53be27906ab1bab06bd432\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0NzY4Nzgw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-12-25 07:06:50 +0000 UTC\",\"review_id\":\"745679702368f768a1611e85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-02-24 23:22:36 +0000 UTC\",\"review_id\":\"49ddb1b5c4dbec933d85343a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1ODgxNTA4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2022-05-02 19:07:15 +0000 UTC\",\"review_id\":\"c8004b0bd2422b3404dcb0c1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM2MjE2MzQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2023-03-29 18:32:29 +0000 UTC\",\"review_id\":\"8c327e2291b4944cf00cf21a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0ODU3MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2024-05-07 23:14:04 +0000 UTC\",\"review_id\":\"367c167809d0649dc48549c2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-04 00:05:08 +0000 UTC\",\"review_id\":\"335c07ca3801de3389514968\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDEyODE4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2026-05-06 05:08:03 +0000 UTC\",\"review_id\":\"f2069ad04462ad9dafee38a6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTQzMDQyNjMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Katelyn Dahlke’s teaching receives polarized reviews, with students describing her as either supportive and flexible or harsh and condescending. Experiences range from high satisfaction with her care for student well-being to severe frustration with unclear expectations and excessive workload.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 2.94 GPA, 33.3% A/AB (n=63 letter grades); Fall 2025: 2.83 GPA, 45.8% A/AB (n=48 letter grades); Spring 2026: 2.95 GPA, 34.8% A/AB (n=66 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 04:18:03 +0000 UTC\",\"review_id\":\"cdbb53bd40b48967ce1296f1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTYyMjY1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2020-12-21 08:57:53 +0000 UTC\",\"review_id\":\"409ffbc7e32e69083026d0de\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0MTY0MDc3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2021-12-25 07:06:50 +0000 UTC\",\"review_id\":\"745679702368f768a1611e85\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM1NjUyNDg4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2023-03-29 18:32:29 +0000 UTC\",\"review_id\":\"8c327e2291b4944cf00cf21a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM0ODU3MjE1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"},{\"instructor_name\":\"Katelyn Dahlke\",\"review_date\":\"2024-05-07 23:14:04 +0000 UTC\",\"review_id\":\"367c167809d0649dc48549c2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2656896\",\"source_review_id\":\"UmF0aW5nLTM5Mzk4MDUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2656896\",\"type\":\"review\"}],\"text\":\"Students report conflicting experiences regarding clarity and support. Some praise her helpfulness and clear explanations, while others criticize vague instructions, strict grading, and condescending behavior when concepts become difficult.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"}],\"text\":\"JENNIFER REED is recorded teaching in Fall 2009, Fall 2010, Fall 2011, Fall 2012, Spring 2014, Fall 2015, Spring 2016, Spring 2018, Spring 2019. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KATELYN DAHLKE is recorded teaching in Fall 2020, Fall 2021, Spring 2022, Fall 2023, Fall 2024, Spring 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1104\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1114\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"CBE 255\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"source_record\":{\"entity_id\":\"3c31dd0d-75e3-38f1-8e76-9dfc6a42ccc4\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"}],\"text\":\"ROSS SWANEY is recorded teaching in Spring 2009, Spring 2010, Spring 2011, Spring 2012, Fall 2013. 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\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]