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Fall 2025: 3.28 GPA, 44.1% A/AB (n=34 letter grades); Spring 2026: 3.62 GPA, 79.5% A/AB (n=44 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"JESSE HAMPTON is recorded teaching in Spring 2022, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 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Lectures have a lot of information but work hard on the homework and the exams are really manageable. \",\"course_id\":\"CIVENGR/GLE 330\",\"date\":\"2022-05-26 19:42:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"0aff120e0598c7dc292834cd\",\"instructor_id\":\"rmp:2804689\",\"instructor_name\":\"Jesse Hampton\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM2NDExMDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2804689\"}],\"evidence_count\":2,\"review_ids\":[\"2facbce209273f5efea181e7\",\"0aff120e0598c7dc292834cd\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1841980\",\"name\":\"William Likos\"},{\"id\":\"rmp:2804689\",\"name\":\"Jesse Hampton\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2015\"},\"sentiment\":\"positive\",\"summary\":\"The class is considered easy going if homework is done, with manageable exams despite information-heavy lectures.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Do the homework and the class is pretty easy going. He explains stuff well and in an engaging way. Definitely made soil mechanics more interesting than everyone thought it would be.\",\"course_id\":\"CIVENGR/GLE 330\",\"date\":\"2015-11-10 12:20:19 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"2facbce209273f5efea181e7\",\"instructor_id\":\"rmp:1841980\",\"instructor_name\":\"William Likos\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI1MzgwMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1841980\"},{\"comment\":\"Jesse is an amazing teacher. I have had him for two classes now and I have only good things to say. His instruction is clear, gives great examples to provide more learning, and gives us multiple looks at the same problem before it is on an exam. 100% would recommend to have him. Class is hard information but he makes it fun and interesting. \",\"course_id\":\"CIVENGR/GLE 330\",\"date\":\"2022-12-21 19:24:00 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"9de2d51fb0231256405712f4\",\"instructor_id\":\"rmp:2804689\",\"instructor_name\":\"Jesse Hampton\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3MjE2MzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2804689\"}],\"evidence_count\":2,\"review_ids\":[\"2facbce209273f5efea181e7\",\"9de2d51fb0231256405712f4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1841980\",\"name\":\"William Likos\"},{\"id\":\"rmp:2804689\",\"name\":\"Jesse Hampton\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2015\"},\"sentiment\":\"positive\",\"summary\":\"Students highly recommend the course and instructors, noting that difficult material is made fun and interesting.\"}]}","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_47cd3386ac22f34c6da72c58","course_id":"CIVENGR/GLE 330","catalog_version_id":"3af8f65b760b6c1547dd1ea14915d86053380e46819c60989cf286faa56473ed","record_version_id":"7ff72d9ece88e8367a0f676a0aeb69af3b6814185e369f7a65cab46a9856241f","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"f0eb5734cf8e7bfbd83918a8dd22a5213a65545ab4706331c8b0cb6cca35f2db","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"5529aac22b8fb970ef8624a47e0d23a399151e4359f15f9fce83522b9febe3b3\",\"course_id\":\"CIVENGR/GLE 330\",\"current_instructors\":[{\"instructor_uid\":\"instructor_32e4211c2c01b57217febce3\",\"message\":null,\"name\":\"William Likos\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:1841980\",\"summary\":[{\"citations\":[{\"instructor_name\":\"William Likos\",\"review_date\":\"2015-11-10 12:20:19 +0000 UTC\",\"review_id\":\"2facbce209273f5efea181e7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1841980\",\"source_review_id\":\"UmF0aW5nLTI1MzgwMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1841980\",\"type\":\"review\"}],\"text\":\"William Likos explains material well and engages students, making soil mechanics interesting. Completing homework is sufficient for an easy-going experience.\"},{\"citations\":[{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2024: 3.34 GPA, 62.9% A/AB (n=35 letter grades); Fall 2024: 3.49 GPA, 70.7% A/AB (n=41 letter grades); Spring 2026: 3.62 GPA, 79.5% A/AB (n=44 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"William Likos\",\"review_date\":\"2015-11-10 12:20:19 +0000 UTC\",\"review_id\":\"2facbce209273f5efea181e7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1841980\",\"source_review_id\":\"UmF0aW5nLTI1MzgwMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1841980\",\"type\":\"review\"}],\"text\":\"The course is described as easy-going, with the primary requirement being to do the homework.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Jesse Hampton\",\"review_date\":\"2022-05-26 19:42:06 +0000 UTC\",\"review_id\":\"0aff120e0598c7dc292834cd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2804689\",\"source_review_id\":\"UmF0aW5nLTM2NDExMDY2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2804689\",\"type\":\"review\"},{\"instructor_name\":\"Jesse Hampton\",\"review_date\":\"2022-12-21 19:24:00 +0000 UTC\",\"review_id\":\"9de2d51fb0231256405712f4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2804689\",\"source_review_id\":\"UmF0aW5nLTM3MjE2MzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2804689\",\"type\":\"review\"}],\"text\":\"William Likos is the current instructor, but available reviews only cover historical teaching by Jesse Hampton. Hampton is described as caring, clear, and helpful, with manageable exams despite hard course material. No reviews exist for Likos to assess his specific teaching style or current course experience.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"William Likos\",\"review_date\":\"2015-11-10 12:20:19 +0000 UTC\",\"review_id\":\"2facbce209273f5efea181e7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1841980\",\"source_review_id\":\"UmF0aW5nLTI1MzgwMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1841980\",\"type\":\"review\"}],\"text\":\"William Likos makes soil mechanics interesting and explains material well, resulting in an easy-going class experience for students who complete the homework.\"},{\"citations\":[{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 2.95 GPA, 23.9% A/AB (n=46 letter grades); Fall 2025: 3.28 GPA, 44.1% A/AB (n=34 letter grades); Spring 2026: 3.62 GPA, 79.5% A/AB (n=44 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"William Likos\",\"review_date\":\"2015-11-10 12:20:19 +0000 UTC\",\"review_id\":\"2facbce209273f5efea181e7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1841980\",\"source_review_id\":\"UmF0aW5nLTI1MzgwMTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1841980\",\"type\":\"review\"}],\"text\":\"Students find the instruction engaging and appreciate that the professor makes the subject more interesting than expected.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"JESSE HAMPTON is recorded teaching in Spring 2022, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"source_record\":{\"entity_id\":\"033a32d8-f459-3b15-80b4-c0c760d98aad\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"CIVENGR/GLE 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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}]