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His attention to detail in the material is really high, and his lectures are highly educational and interesting. Most importantly, you can tell how much he cares about students fully learning the material and that he has the experience necessary to gain respect. Awesome guy!\",\"course_id\":\"ME 573\",\"date\":\"2016-10-22 17:23:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f58254d9c421600d9a5d083\",\"instructor_id\":\"rmp:1720184\",\"instructor_name\":\"Christopher Rutland\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MDY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1720184\"},{\"comment\":\"By far the best professor I've ever had. It's rare to see a professor who genuinely cares about their students learning and progress as much as Prof. Trujillo and he even went as far as to grade the homeworks himself so that he could give us feedback. He did a great job at making tough concepts feel easy to understand. 10/10\",\"course_id\":\"ME 573\",\"date\":\"2024-12-15 05:46:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"426867737e9397dbd4804db1\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"0f58254d9c421600d9a5d083\",\"426867737e9397dbd4804db1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"},{\"id\":\"rmp:1720184\",\"name\":\"Christopher Rutland\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Some students found the lectures highly educational and interesting, with professors who care deeply about student learning and provide clear feedback.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The professor doesn't use mic when talking, writing is unclear. Grading structure is questionable, no practice exam, no good final exam review. Just be prepared to fail the exam even you tried hard and get good grades for the hw.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-22 21:35:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b3137d3802e8d4b1300ae50c\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"His grading structure basically says your grade is based on one final exam only. Be prepared cause there is no final exam review (He went through all his slides and that is it). LUCK is the only key to success his class.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-23 02:04:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"36e3c072736f11d74b07f071\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"b3137d3802e8d4b1300ae50c\",\"36e3c072736f11d74b07f071\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"Other students reported unclear writing, lack of microphone use, and insufficient exam preparation materials like practice exams or reviews.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The professor doesn't use mic when talking, writing is unclear. Grading structure is questionable, no practice exam, no good final exam review. Just be prepared to fail the exam even you tried hard and get good grades for the hw.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-22 21:35:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b3137d3802e8d4b1300ae50c\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"His grading structure basically says your grade is based on one final exam only. Be prepared cause there is no final exam review (He went through all his slides and that is it). 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He personally grades homework to provide feedback and cares about student progress.\"},{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-22 21:35:33 +0000 UTC\",\"review_id\":\"b3137d3802e8d4b1300ae50c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-23 02:04:07 +0000 UTC\",\"review_id\":\"36e3c072736f11d74b07f071\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"Other reviews criticize unclear writing, poor audio, and a grading structure reliant on a single final exam. Students report a lack of practice exams or review sessions, describing the course as unpredictable.\"},{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.16 GPA, 36.4% A/AB (n=22 letter grades); Fall 2024: 3.33 GPA, 69.6% A/AB (n=23 letter grades); Fall 2025: 3.47 GPA, 56.2% A/AB (n=16 letter grades). 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His attention to detail in the material is really high, and his lectures are highly educational and interesting. Most importantly, you can tell how much he cares about students fully learning the material and that he has the experience necessary to gain respect. Awesome guy!\",\"course_id\":\"ME 573\",\"date\":\"2016-10-22 17:23:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f58254d9c421600d9a5d083\",\"instructor_id\":\"rmp:1720184\",\"instructor_name\":\"Christopher Rutland\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MDY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1720184\"},{\"comment\":\"By far the best professor I've ever had. It's rare to see a professor who genuinely cares about their students learning and progress as much as Prof. Trujillo and he even went as far as to grade the homeworks himself so that he could give us feedback. He did a great job at making tough concepts feel easy to understand. 10/10\",\"course_id\":\"ME 573\",\"date\":\"2024-12-15 05:46:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"426867737e9397dbd4804db1\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"0f58254d9c421600d9a5d083\",\"426867737e9397dbd4804db1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"},{\"id\":\"rmp:1720184\",\"name\":\"Christopher Rutland\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Some students found the lectures highly educational and interesting, with professors who care deeply about student learning and provide clear feedback.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The professor doesn't use mic when talking, writing is unclear. Grading structure is questionable, no practice exam, no good final exam review. Just be prepared to fail the exam even you tried hard and get good grades for the hw.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-22 21:35:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b3137d3802e8d4b1300ae50c\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"His grading structure basically says your grade is based on one final exam only. Be prepared cause there is no final exam review (He went through all his slides and that is it). LUCK is the only key to success his class.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-23 02:04:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"36e3c072736f11d74b07f071\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"b3137d3802e8d4b1300ae50c\",\"36e3c072736f11d74b07f071\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"Other students reported unclear writing, lack of microphone use, and insufficient exam preparation materials like practice exams or reviews.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The professor doesn't use mic when talking, writing is unclear. Grading structure is questionable, no practice exam, no good final exam review. Just be prepared to fail the exam even you tried hard and get good grades for the hw.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-22 21:35:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b3137d3802e8d4b1300ae50c\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"His grading structure basically says your grade is based on one final exam only. Be prepared cause there is no final exam review (He went through all his slides and that is it). LUCK is the only key to success his class.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-23 02:04:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"36e3c072736f11d74b07f071\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"b3137d3802e8d4b1300ae50c\",\"36e3c072736f11d74b07f071\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"The grading structure was criticized for relying heavily on a single final exam with no review, making success seem dependent on luck.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He taught the course for the first time, taking over from a very senior prof, but he did a fantastic job of completely reworking the syllabus. It's not your typical CFD course, with lots of ANSYS or OpenFoam; he teaches fundamentals and then demonstrates the importance of the mathematics through coding. Be prepared for some serious math, though.\",\"course_id\":\"ME 573\",\"date\":\"2018-02-16 21:53:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"11609791c4ea0000a788a76a\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"By far the best professor I've ever had. It's rare to see a professor who genuinely cares about their students learning and progress as much as Prof. Trujillo and he even went as far as to grade the homeworks himself so that he could give us feedback. He did a great job at making tough concepts feel easy to understand. 10/10\",\"course_id\":\"ME 573\",\"date\":\"2024-12-15 05:46:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"426867737e9397dbd4804db1\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"11609791c4ea0000a788a76a\",\"426867737e9397dbd4804db1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Despite some complaints, many students praised the professor's dedication, reworked syllabus, and ability to make tough concepts understandable.\"}]}","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_c51a93b58e42ee945545679f","course_id":"ME 573","catalog_version_id":"94992d194dcdacd1f79d3ced062d24dc8bdd13594b3e96cd2c52bf0be926494a","record_version_id":"5ce0689a7ed4bfc1397fa65c039196fd1d4e70b91fd89e2d8575006659eed286","job_id":"enrich-6b25dd25bd8e7594acdf2f80","output_id":"952065e51ae21933739e52b16645bab28f6faeaec99225be3d460e64dd9ea5e8","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"442c0ea635e89f54c2f07d09121736b90488b754b47111ec94853d3bb32c83dd\",\"course_id\":\"ME 573\",\"current_instructors\":[{\"instructor_uid\":\"instructor_79529432848edcb30c04643c\",\"message\":null,\"name\":\"Mario Trujillo\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:1404148\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2018-02-16 21:53:49 +0000 UTC\",\"review_id\":\"11609791c4ea0000a788a76a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2024-12-15 05:46:25 +0000 UTC\",\"review_id\":\"426867737e9397dbd4804db1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"Mario Trujillo is praised for focusing on fundamentals and coding, making tough concepts easy. He personally grades homework to provide feedback and cares about student progress.\"},{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-22 21:35:33 +0000 UTC\",\"review_id\":\"b3137d3802e8d4b1300ae50c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-23 02:04:07 +0000 UTC\",\"review_id\":\"36e3c072736f11d74b07f071\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"Other reviews criticize unclear writing, poor audio, and a grading structure reliant on a single final exam. Students report a lack of practice exams or review sessions, describing the course as unpredictable.\"},{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.16 GPA, 36.4% A/AB (n=22 letter grades); Fall 2024: 3.33 GPA, 69.6% A/AB (n=23 letter grades); Fall 2025: 3.47 GPA, 56.2% A/AB (n=16 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2018-02-16 21:53:49 +0000 UTC\",\"review_id\":\"11609791c4ea0000a788a76a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-22 21:35:33 +0000 UTC\",\"review_id\":\"b3137d3802e8d4b1300ae50c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-23 02:04:07 +0000 UTC\",\"review_id\":\"36e3c072736f11d74b07f071\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"The course involves serious mathematics and coding, with one final exam carrying significant weight and limited review materials provided.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Christopher Rutland\",\"review_date\":\"2016-10-22 17:23:30 +0000 UTC\",\"review_id\":\"0f58254d9c421600d9a5d083\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1720184\",\"source_review_id\":\"UmF0aW5nLTI3MDY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1720184\",\"type\":\"review\"}],\"text\":\"No reviews are available for current instructor Mario Trujillo. Historical reviews for Christopher Rutland praise his detailed, educational lectures and student care, though no specific concerns are cited in the single available review.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2018-02-16 21:53:49 +0000 UTC\",\"review_id\":\"11609791c4ea0000a788a76a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-22 21:35:33 +0000 UTC\",\"review_id\":\"b3137d3802e8d4b1300ae50c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-23 02:04:07 +0000 UTC\",\"review_id\":\"36e3c072736f11d74b07f071\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2024-12-15 05:46:25 +0000 UTC\",\"review_id\":\"426867737e9397dbd4804db1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"Reviews for Mario Trujillo are sharply divided, with some praising his engaging teaching while others criticize unclear communication and a high-stakes grading structure.\"},{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.16 GPA, 36.4% A/AB (n=22 letter grades); Fall 2024: 3.33 GPA, 69.6% A/AB (n=23 letter grades); Fall 2025: 3.47 GPA, 56.2% A/AB (n=16 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-22 21:35:33 +0000 UTC\",\"review_id\":\"b3137d3802e8d4b1300ae50c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-23 02:04:07 +0000 UTC\",\"review_id\":\"36e3c072736f11d74b07f071\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2024-12-15 05:46:25 +0000 UTC\",\"review_id\":\"426867737e9397dbd4804db1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"Students report frustration with unclear writing and lack of practice exams, though some appreciate the detailed homework feedback and conceptual clarity.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ME 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His attention to detail in the material is really high, and his lectures are highly educational and interesting. Most importantly, you can tell how much he cares about students fully learning the material and that he has the experience necessary to gain respect. Awesome guy!\",\"course_id\":\"ME 573\",\"date\":\"2016-10-22 17:23:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f58254d9c421600d9a5d083\",\"instructor_id\":\"rmp:1720184\",\"instructor_name\":\"Christopher Rutland\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MDY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1720184\"},{\"comment\":\"By far the best professor I've ever had. It's rare to see a professor who genuinely cares about their students learning and progress as much as Prof. Trujillo and he even went as far as to grade the homeworks himself so that he could give us feedback. He did a great job at making tough concepts feel easy to understand. 10/10\",\"course_id\":\"ME 573\",\"date\":\"2024-12-15 05:46:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"426867737e9397dbd4804db1\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"0f58254d9c421600d9a5d083\",\"426867737e9397dbd4804db1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"},{\"id\":\"rmp:1720184\",\"name\":\"Christopher Rutland\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Some students found the lectures highly educational and interesting, with professors who care deeply about student learning and provide clear feedback.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The professor doesn't use mic when talking, writing is unclear. Grading structure is questionable, no practice exam, no good final exam review. Just be prepared to fail the exam even you tried hard and get good grades for the hw.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-22 21:35:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b3137d3802e8d4b1300ae50c\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"His grading structure basically says your grade is based on one final exam only. Be prepared cause there is no final exam review (He went through all his slides and that is it). LUCK is the only key to success his class.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-23 02:04:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"36e3c072736f11d74b07f071\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"b3137d3802e8d4b1300ae50c\",\"36e3c072736f11d74b07f071\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"Other students reported unclear writing, lack of microphone use, and insufficient exam preparation materials like practice exams or reviews.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The professor doesn't use mic when talking, writing is unclear. Grading structure is questionable, no practice exam, no good final exam review. Just be prepared to fail the exam even you tried hard and get good grades for the hw.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-22 21:35:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b3137d3802e8d4b1300ae50c\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"His grading structure basically says your grade is based on one final exam only. Be prepared cause there is no final exam review (He went through all his slides and that is it). LUCK is the only key to success his class.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-23 02:04:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"36e3c072736f11d74b07f071\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"b3137d3802e8d4b1300ae50c\",\"36e3c072736f11d74b07f071\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"The grading structure was criticized for relying heavily on a single final exam with no review, making success seem dependent on luck.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He taught the course for the first time, taking over from a very senior prof, but he did a fantastic job of completely reworking the syllabus. It's not your typical CFD course, with lots of ANSYS or OpenFoam; he teaches fundamentals and then demonstrates the importance of the mathematics through coding. Be prepared for some serious math, though.\",\"course_id\":\"ME 573\",\"date\":\"2018-02-16 21:53:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"11609791c4ea0000a788a76a\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"By far the best professor I've ever had. It's rare to see a professor who genuinely cares about their students learning and progress as much as Prof. Trujillo and he even went as far as to grade the homeworks himself so that he could give us feedback. He did a great job at making tough concepts feel easy to understand. 10/10\",\"course_id\":\"ME 573\",\"date\":\"2024-12-15 05:46:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"426867737e9397dbd4804db1\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"11609791c4ea0000a788a76a\",\"426867737e9397dbd4804db1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Despite some complaints, many students praised the professor's dedication, reworked syllabus, and ability to make tough concepts understandable.\"}]}","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_c51a93b58e42ee945545679f","course_id":"ME 573","catalog_version_id":"94992d194dcdacd1f79d3ced062d24dc8bdd13594b3e96cd2c52bf0be926494a","record_version_id":"5ce0689a7ed4bfc1397fa65c039196fd1d4e70b91fd89e2d8575006659eed286","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"a7b341cdca095d80fb069a73377f50514387fb3f7e02744a35df4e14fc631ecc","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"442c0ea635e89f54c2f07d09121736b90488b754b47111ec94853d3bb32c83dd\",\"course_id\":\"ME 573\",\"current_instructors\":[{\"instructor_uid\":\"instructor_79529432848edcb30c04643c\",\"message\":\"Summary generation failed\",\"name\":\"Mario Trujillo\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:1404148\",\"summary\":[{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.16 GPA, 36.4% A/AB (n=22 letter grades); Fall 2024: 3.33 GPA, 69.6% A/AB (n=23 letter grades); Fall 2025: 3.47 GPA, 56.2% A/AB (n=16 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_79529432848edcb30c04643c\",\"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\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.16 GPA, 36.4% A/AB (n=22 letter grades); Fall 2024: 3.33 GPA, 69.6% A/AB (n=23 letter grades); Fall 2025: 3.47 GPA, 56.2% A/AB (n=16 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ME 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573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ME 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Fall 2015, Spring 2016, Fall 2016, Spring 2018. 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His attention to detail in the material is really high, and his lectures are highly educational and interesting. Most importantly, you can tell how much he cares about students fully learning the material and that he has the experience necessary to gain respect. Awesome guy!\",\"course_id\":\"ME 573\",\"date\":\"2016-10-22 17:23:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f58254d9c421600d9a5d083\",\"instructor_id\":\"rmp:1720184\",\"instructor_name\":\"Christopher Rutland\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MDY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1720184\"},{\"comment\":\"By far the best professor I've ever had. It's rare to see a professor who genuinely cares about their students learning and progress as much as Prof. Trujillo and he even went as far as to grade the homeworks himself so that he could give us feedback. He did a great job at making tough concepts feel easy to understand. 10/10\",\"course_id\":\"ME 573\",\"date\":\"2024-12-15 05:46:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"426867737e9397dbd4804db1\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"0f58254d9c421600d9a5d083\",\"426867737e9397dbd4804db1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"},{\"id\":\"rmp:1720184\",\"name\":\"Christopher Rutland\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Some students found the lectures highly educational and interesting, with professors who care deeply about student learning and provide clear feedback.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The professor doesn't use mic when talking, writing is unclear. Grading structure is questionable, no practice exam, no good final exam review. Just be prepared to fail the exam even you tried hard and get good grades for the hw.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-22 21:35:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b3137d3802e8d4b1300ae50c\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"His grading structure basically says your grade is based on one final exam only. Be prepared cause there is no final exam review (He went through all his slides and that is it). LUCK is the only key to success his class.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-23 02:04:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"36e3c072736f11d74b07f071\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"b3137d3802e8d4b1300ae50c\",\"36e3c072736f11d74b07f071\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"Other students reported unclear writing, lack of microphone use, and insufficient exam preparation materials like practice exams or reviews.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The professor doesn't use mic when talking, writing is unclear. Grading structure is questionable, no practice exam, no good final exam review. Just be prepared to fail the exam even you tried hard and get good grades for the hw.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-22 21:35:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b3137d3802e8d4b1300ae50c\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"His grading structure basically says your grade is based on one final exam only. Be prepared cause there is no final exam review (He went through all his slides and that is it). LUCK is the only key to success his class.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-23 02:04:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"36e3c072736f11d74b07f071\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"b3137d3802e8d4b1300ae50c\",\"36e3c072736f11d74b07f071\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"The grading structure was criticized for relying heavily on a single final exam with no review, making success seem dependent on luck.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He taught the course for the first time, taking over from a very senior prof, but he did a fantastic job of completely reworking the syllabus. It's not your typical CFD course, with lots of ANSYS or OpenFoam; he teaches fundamentals and then demonstrates the importance of the mathematics through coding. Be prepared for some serious math, though.\",\"course_id\":\"ME 573\",\"date\":\"2018-02-16 21:53:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"11609791c4ea0000a788a76a\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"By far the best professor I've ever had. It's rare to see a professor who genuinely cares about their students learning and progress as much as Prof. Trujillo and he even went as far as to grade the homeworks himself so that he could give us feedback. He did a great job at making tough concepts feel easy to understand. 10/10\",\"course_id\":\"ME 573\",\"date\":\"2024-12-15 05:46:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"426867737e9397dbd4804db1\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"11609791c4ea0000a788a76a\",\"426867737e9397dbd4804db1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Despite some complaints, many students praised the professor's dedication, reworked syllabus, and ability to make tough concepts understandable.\"}]}","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_c51a93b58e42ee945545679f","course_id":"ME 573","catalog_version_id":"94992d194dcdacd1f79d3ced062d24dc8bdd13594b3e96cd2c52bf0be926494a","record_version_id":"5ce0689a7ed4bfc1397fa65c039196fd1d4e70b91fd89e2d8575006659eed286","job_id":"enrich-b6d8f78c1be0d523cf09d00d","output_id":"9ec1f0e6c2822a6ac315e120ab14267dd995fc941b21edf328fab17c563fe0f7","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"442c0ea635e89f54c2f07d09121736b90488b754b47111ec94853d3bb32c83dd\",\"course_id\":\"ME 573\",\"current_instructors\":[{\"instructor_uid\":\"instructor_79529432848edcb30c04643c\",\"message\":\"Summary generation failed\",\"name\":\"Mario Trujillo\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:1404148\",\"summary\":[{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.16 GPA, 36.4% A/AB (n=22 letter grades); Fall 2024: 3.33 GPA, 69.6% A/AB (n=23 letter grades); Fall 2025: 3.47 GPA, 56.2% A/AB (n=16 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2018-02-16 21:53:49 +0000 UTC\",\"review_id\":\"11609791c4ea0000a788a76a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-22 21:35:33 +0000 UTC\",\"review_id\":\"b3137d3802e8d4b1300ae50c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-23 02:04:07 +0000 UTC\",\"review_id\":\"36e3c072736f11d74b07f071\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"The course involves serious mathematics and coding, with one final exam carrying significant weight and limited review materials provided.\"}],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Model token limit (8192) exceeded before any response was generated. Increase the `max_tokens` model setting, or simplify the prompt to result in a shorter response that will fit within the limit.\",\"instructor_uid\":\"instructor_79529432848edcb30c04643c\",\"mode\":\"professor\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Christopher Rutland\",\"review_date\":\"2016-10-22 17:23:30 +0000 UTC\",\"review_id\":\"0f58254d9c421600d9a5d083\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1720184\",\"source_review_id\":\"UmF0aW5nLTI3MDY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1720184\",\"type\":\"review\"}],\"text\":\"No reviews are available for current instructor Mario Trujillo. Historical reviews for Christopher Rutland praise his detailed, educational lectures and student care, though no specific concerns are cited in the single available review.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2018-02-16 21:53:49 +0000 UTC\",\"review_id\":\"11609791c4ea0000a788a76a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-22 21:35:33 +0000 UTC\",\"review_id\":\"b3137d3802e8d4b1300ae50c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-23 02:04:07 +0000 UTC\",\"review_id\":\"36e3c072736f11d74b07f071\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2024-12-15 05:46:25 +0000 UTC\",\"review_id\":\"426867737e9397dbd4804db1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"Reviews for Mario Trujillo are sharply divided, with some praising his engaging teaching while others criticize unclear communication and a high-stakes grading structure.\"},{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 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UTC\",\"review_id\":\"36e3c072736f11d74b07f071\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2024-12-15 05:46:25 +0000 UTC\",\"review_id\":\"426867737e9397dbd4804db1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"Students report frustration with unclear writing and lack of practice exams, though some appreciate the detailed homework feedback and conceptual clarity.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ME 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573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"CHRISTOPHER RUTLAND is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Fall 2008, Fall 2009, Spring 2010, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MARIO TRUJILLO is recorded teaching in Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_79529432848edcb30c04643c\", \"error\": \"UnexpectedModelBehavior: Model token limit (8192) exceeded before any response was generated. 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His attention to detail in the material is really high, and his lectures are highly educational and interesting. Most importantly, you can tell how much he cares about students fully learning the material and that he has the experience necessary to gain respect. Awesome guy!\",\"course_id\":\"ME 573\",\"date\":\"2016-10-22 17:23:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f58254d9c421600d9a5d083\",\"instructor_id\":\"rmp:1720184\",\"instructor_name\":\"Christopher Rutland\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MDY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1720184\"},{\"comment\":\"By far the best professor I've ever had. It's rare to see a professor who genuinely cares about their students learning and progress as much as Prof. Trujillo and he even went as far as to grade the homeworks himself so that he could give us feedback. 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Grading structure is questionable, no practice exam, no good final exam review. Just be prepared to fail the exam even you tried hard and get good grades for the hw.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-22 21:35:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b3137d3802e8d4b1300ae50c\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"His grading structure basically says your grade is based on one final exam only. Be prepared cause there is no final exam review (He went through all his slides and that is it). LUCK is the only key to success his class.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-23 02:04:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"36e3c072736f11d74b07f071\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"b3137d3802e8d4b1300ae50c\",\"36e3c072736f11d74b07f071\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"Other students reported unclear writing, lack of microphone use, and insufficient exam preparation materials like practice exams or reviews.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The professor doesn't use mic when talking, writing is unclear. 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Students report a lack of practice exams or review sessions, describing the course as unpredictable.\"},{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.16 GPA, 36.4% A/AB (n=22 letter grades); Fall 2024: 3.33 GPA, 69.6% A/AB (n=23 letter grades); Fall 2025: 3.47 GPA, 56.2% A/AB (n=16 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2018-02-16 21:53:49 +0000 UTC\",\"review_id\":\"11609791c4ea0000a788a76a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-22 21:35:33 +0000 UTC\",\"review_id\":\"b3137d3802e8d4b1300ae50c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-23 02:04:07 +0000 UTC\",\"review_id\":\"36e3c072736f11d74b07f071\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"The course involves serious mathematics and coding, with one final exam carrying significant weight and limited review materials provided.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Christopher Rutland\",\"review_date\":\"2016-10-22 17:23:30 +0000 UTC\",\"review_id\":\"0f58254d9c421600d9a5d083\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1720184\",\"source_review_id\":\"UmF0aW5nLTI3MDY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1720184\",\"type\":\"review\"}],\"text\":\"Historical reviews for Christopher Rutland describe his lectures as highly educational and interesting, with strong attention to detail (review:1). Reviewers note that he cares about student learning and commands respect through his experience (review:1).\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2018-02-16 21:53:49 +0000 UTC\",\"review_id\":\"11609791c4ea0000a788a76a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-22 21:35:33 +0000 UTC\",\"review_id\":\"b3137d3802e8d4b1300ae50c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-23 02:04:07 +0000 UTC\",\"review_id\":\"36e3c072736f11d74b07f071\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2024-12-15 05:46:25 +0000 UTC\",\"review_id\":\"426867737e9397dbd4804db1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"Reviews for Mario Trujillo are sharply divided, with some praising his engaging teaching while others criticize unclear communication and a high-stakes grading structure.\"},{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.16 GPA, 36.4% A/AB (n=22 letter grades); Fall 2024: 3.33 GPA, 69.6% A/AB (n=23 letter grades); Fall 2025: 3.47 GPA, 56.2% A/AB (n=16 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-22 21:35:33 +0000 UTC\",\"review_id\":\"b3137d3802e8d4b1300ae50c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-23 02:04:07 +0000 UTC\",\"review_id\":\"36e3c072736f11d74b07f071\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2024-12-15 05:46:25 +0000 UTC\",\"review_id\":\"426867737e9397dbd4804db1\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"Students report frustration with unclear writing and lack of practice exams, though some appreciate the detailed homework feedback and conceptual clarity.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"ME 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573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ME 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573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"CHRISTOPHER RUTLAND is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Fall 2008, Fall 2009, Spring 2010, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2018. 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Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_c51a93b58e42ee945545679f","course_id":"ME 573","catalog_version_id":"94992d194dcdacd1f79d3ced062d24dc8bdd13594b3e96cd2c52bf0be926494a","record_version_id":"5ce0689a7ed4bfc1397fa65c039196fd1d4e70b91fd89e2d8575006659eed286","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"649cc265fafbd66c316198daca2b1601f285106b1ed387cae2850ac0424b3700","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\"],\"condition\":null,\"course\":null,\"evidence\":\"M E 363, or graduate/professional standing, or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":363,\"minimum_grade\":null,\"subjects\":[\"ME\"],\"timing\":\"prior\"},\"evidence\":\"M E 363\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[],\"condition\":\"member of Engineering Guest Students\",\"course\":null,\"evidence\":\"member of Engineering Guest Students\",\"id\":\"n3\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_c51a93b58e42ee945545679f","course_id":"ME 573","catalog_version_id":"94992d194dcdacd1f79d3ced062d24dc8bdd13594b3e96cd2c52bf0be926494a","record_version_id":"5ce0689a7ed4bfc1397fa65c039196fd1d4e70b91fd89e2d8575006659eed286","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"649cc265fafbd66c316198daca2b1601f285106b1ed387cae2850ac0424b3700","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ME 363\",\"field\":\"description\",\"quote\":\"Laws of mechanics and thermodynamics applied to fluids at rest and in motion; 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His attention to detail in the material is really high, and his lectures are highly educational and interesting. Most importantly, you can tell how much he cares about students fully learning the material and that he has the experience necessary to gain respect. Awesome guy!\",\"course_id\":\"ME 573\",\"date\":\"2016-10-22 17:23:30 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0f58254d9c421600d9a5d083\",\"instructor_id\":\"rmp:1720184\",\"instructor_name\":\"Christopher Rutland\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3MDY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1720184\"},{\"comment\":\"By far the best professor I've ever had. It's rare to see a professor who genuinely cares about their students learning and progress as much as Prof. Trujillo and he even went as far as to grade the homeworks himself so that he could give us feedback. He did a great job at making tough concepts feel easy to understand. 10/10\",\"course_id\":\"ME 573\",\"date\":\"2024-12-15 05:46:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"426867737e9397dbd4804db1\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"0f58254d9c421600d9a5d083\",\"426867737e9397dbd4804db1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"},{\"id\":\"rmp:1720184\",\"name\":\"Christopher Rutland\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Some students found the lectures highly educational and interesting, with professors who care deeply about student learning and provide clear feedback.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The professor doesn't use mic when talking, writing is unclear. Grading structure is questionable, no practice exam, no good final exam review. Just be prepared to fail the exam even you tried hard and get good grades for the hw.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-22 21:35:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b3137d3802e8d4b1300ae50c\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"His grading structure basically says your grade is based on one final exam only. Be prepared cause there is no final exam review (He went through all his slides and that is it). LUCK is the only key to success his class.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-23 02:04:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"36e3c072736f11d74b07f071\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"b3137d3802e8d4b1300ae50c\",\"36e3c072736f11d74b07f071\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"Other students reported unclear writing, lack of microphone use, and insufficient exam preparation materials like practice exams or reviews.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"The professor doesn't use mic when talking, writing is unclear. Grading structure is questionable, no practice exam, no good final exam review. Just be prepared to fail the exam even you tried hard and get good grades for the hw.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-22 21:35:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"b3137d3802e8d4b1300ae50c\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"His grading structure basically says your grade is based on one final exam only. Be prepared cause there is no final exam review (He went through all his slides and that is it). LUCK is the only key to success his class.\",\"course_id\":\"ME 573\",\"date\":\"2021-12-23 02:04:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"36e3c072736f11d74b07f071\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"b3137d3802e8d4b1300ae50c\",\"36e3c072736f11d74b07f071\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2021\",\"review_year_start\":\"2021\"},\"sentiment\":\"negative\",\"summary\":\"The grading structure was criticized for relying heavily on a single final exam with no review, making success seem dependent on luck.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"He taught the course for the first time, taking over from a very senior prof, but he did a fantastic job of completely reworking the syllabus. It's not your typical CFD course, with lots of ANSYS or OpenFoam; he teaches fundamentals and then demonstrates the importance of the mathematics through coding. Be prepared for some serious math, though.\",\"course_id\":\"ME 573\",\"date\":\"2018-02-16 21:53:49 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"11609791c4ea0000a788a76a\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"},{\"comment\":\"By far the best professor I've ever had. It's rare to see a professor who genuinely cares about their students learning and progress as much as Prof. Trujillo and he even went as far as to grade the homeworks himself so that he could give us feedback. He did a great job at making tough concepts feel easy to understand. 10/10\",\"course_id\":\"ME 573\",\"date\":\"2024-12-15 05:46:25 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"426867737e9397dbd4804db1\",\"instructor_id\":\"rmp:1404148\",\"instructor_name\":\"Mario Trujillo\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQwMzA1NjY0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\"}],\"evidence_count\":2,\"review_ids\":[\"11609791c4ea0000a788a76a\",\"426867737e9397dbd4804db1\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1404148\",\"name\":\"Mario Trujillo\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2018\"},\"sentiment\":\"positive\",\"summary\":\"Despite some complaints, many students praised the professor's dedication, reworked syllabus, and ability to make tough concepts understandable.\"}]}","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_c51a93b58e42ee945545679f","course_id":"ME 573","catalog_version_id":"94992d194dcdacd1f79d3ced062d24dc8bdd13594b3e96cd2c52bf0be926494a","record_version_id":"5ce0689a7ed4bfc1397fa65c039196fd1d4e70b91fd89e2d8575006659eed286","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"649cc265fafbd66c316198daca2b1601f285106b1ed387cae2850ac0424b3700","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"442c0ea635e89f54c2f07d09121736b90488b754b47111ec94853d3bb32c83dd\",\"course_id\":\"ME 573\",\"current_instructors\":[{\"instructor_uid\":\"instructor_79529432848edcb30c04643c\",\"message\":\"Summary generation failed\",\"name\":\"Mario Trujillo\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:1404148\",\"summary\":[{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.16 GPA, 36.4% A/AB (n=22 letter grades); Fall 2024: 3.33 GPA, 69.6% A/AB (n=23 letter grades); Fall 2025: 3.47 GPA, 56.2% A/AB (n=16 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2018-02-16 21:53:49 +0000 UTC\",\"review_id\":\"11609791c4ea0000a788a76a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-22 21:35:33 +0000 UTC\",\"review_id\":\"b3137d3802e8d4b1300ae50c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM1NTA2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-23 02:04:07 +0000 UTC\",\"review_id\":\"36e3c072736f11d74b07f071\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTM1NjM4MDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"}],\"text\":\"The course involves serious mathematics and coding, with one final exam carrying significant weight and limited review materials provided.\"}],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":\"instructor_79529432848edcb30c04643c\",\"mode\":\"professor\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Christopher Rutland\",\"review_date\":\"2016-10-22 17:23:30 +0000 UTC\",\"review_id\":\"0f58254d9c421600d9a5d083\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1720184\",\"source_review_id\":\"UmF0aW5nLTI3MDY2MTEw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1720184\",\"type\":\"review\"}],\"text\":\"No reviews are available for current instructor Mario Trujillo. Historical reviews for Christopher Rutland praise his detailed, educational lectures and student care, though no specific concerns are cited in the single available review.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2018-02-16 21:53:49 +0000 UTC\",\"review_id\":\"11609791c4ea0000a788a76a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1404148\",\"source_review_id\":\"UmF0aW5nLTI5NTczMDQ5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1404148\",\"type\":\"review\"},{\"instructor_name\":\"Mario Trujillo\",\"review_date\":\"2021-12-22 21:35:33 +0000 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Trujillo are sharply divided, with some praising his engaging teaching while others criticize unclear communication and a high-stakes grading structure.\"},{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 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573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":3,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"CHRISTOPHER RUTLAND is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Fall 2008, Fall 2009, Spring 2010, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ME 573\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"source_record\":{\"entity_id\":\"336908ad-5452-33a0-9305-91f37b36e432\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"MARIO TRUJILLO is recorded teaching in Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_79529432848edcb30c04643c\", \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]