[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"cad4cefea5bf002a8d9fad12268c4c7f3cf719da772359303cc66b80de6fe680","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","error":"Non-course conditions must preserve verbatim source text","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"cad4cefea5bf002a8d9fad12268c4c7f3cf719da772359303cc66b80de6fe680","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"education studies topics\",\"education research skills\",\"education career preparation\",\"contemporary education debates\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"develops research, analytical, and other skills to work in education careers\"}],\"text\":\"Research and analytical skills for education careers\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"title\",\"quote\":\"TOPICS IN EDUCATION STUDIES\"},{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"Examines contemporary topics and debates in education studies\"}],\"text\":\"EDPOL 350 examines contemporary topics and debates in education studies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"contemporary topics and debates in education studies\"}],\"text\":\"Contemporary topics and debates in education studies\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"cad4cefea5bf002a8d9fad12268c4c7f3cf719da772359303cc66b80de6fe680","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"71b5b778d1e0c1a95fd31d6a7d2ea649786b017449eaeb637c9073630a8c14f4","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"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_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"71b5b778d1e0c1a95fd31d6a7d2ea649786b017449eaeb637c9073630a8c14f4","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"education studies topics\",\"education research skills\",\"education career preparation\",\"contemporary education debates\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"develops research, analytical, and other skills to work in education careers\"}],\"text\":\"Research and analytical skills for education careers\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"title\",\"quote\":\"TOPICS IN EDUCATION STUDIES\"},{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"Examines contemporary topics and debates in education studies\"}],\"text\":\"EDPOL 350 examines contemporary topics and debates in education studies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"contemporary topics and debates in education studies\"}],\"text\":\"Contemporary topics and debates in education studies\"}]}","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_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"71b5b778d1e0c1a95fd31d6a7d2ea649786b017449eaeb637c9073630a8c14f4","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Very interesting class! She doesn't assign too much work because she knows college kids are busy. Projects are mostly group-based, and there's a lot of discussion in the class. Homework is quite reading heavy though.\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-03 01:41:37 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb3a5f3e3169352f43f88a5b\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"},{\"comment\":\"Overall, a great professor; clearly cares about her students and their success. She also feels very passionately about the things she teaches. She doesn't assign much homework other than readings. I would definitely take a class with her again!\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-07 03:10:36 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"fb7ef74d1eca56537735bda6\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":2,\"review_ids\":[\"bb3a5f3e3169352f43f88a5b\",\"fb7ef74d1eca56537735bda6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"Students appreciate the manageable workload, noting that the professor understands college students are busy and assigns less homework, primarily reading.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Very interesting class! She doesn't assign too much work because she knows college kids are busy. Projects are mostly group-based, and there's a lot of discussion in the class. Homework is quite reading heavy though.\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-03 01:41:37 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb3a5f3e3169352f43f88a5b\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":1,\"review_ids\":[\"bb3a5f3e3169352f43f88a5b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"Assessment is described as not too heavy, with a focus on group projects and reading rather than extensive homework assignments.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Overall, a great professor; clearly cares about her students and their success. She also feels very passionately about the things she teaches. She doesn't assign much homework other than readings. I would definitely take a class with her again!\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-07 03:10:36 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"fb7ef74d1eca56537735bda6\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":1,\"review_ids\":[\"fb7ef74d1eca56537735bda6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"The professor is described as caring, passionate, and clearly dedicated to student success.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Very interesting class! She doesn't assign too much work because she knows college kids are busy. Projects are mostly group-based, and there's a lot of discussion in the class. Homework is quite reading heavy though.\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-03 01:41:37 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb3a5f3e3169352f43f88a5b\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"},{\"comment\":\"Overall, a great professor; clearly cares about her students and their success. She also feels very passionately about the things she teaches. She doesn't assign much homework other than readings. I would definitely take a class with her again!\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-07 03:10:36 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"fb7ef74d1eca56537735bda6\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":2,\"review_ids\":[\"bb3a5f3e3169352f43f88a5b\",\"fb7ef74d1eca56537735bda6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"Students have a very positive experience, rating the class highly and expressing willingness to take more classes with this instructor.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-789789da373eecc1ff75f626","output_id":"54184fa0fabc5c49577df3d9cebf65d71f0d3fa7ce7e57f53d0eb7797f1a6fd6","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"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":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-789789da373eecc1ff75f626","output_id":"54184fa0fabc5c49577df3d9cebf65d71f0d3fa7ce7e57f53d0eb7797f1a6fd6","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"education studies topics\",\"education research skills\",\"education career preparation\",\"contemporary education debates\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"develops research, analytical, and other skills to work in education careers\"}],\"text\":\"Research and analytical skills for education careers\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"title\",\"quote\":\"TOPICS IN EDUCATION STUDIES\"},{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"Examines contemporary topics and debates in education studies\"}],\"text\":\"EDPOL 350 examines contemporary topics and debates in education studies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"contemporary topics and debates in education studies\"}],\"text\":\"Contemporary topics and debates in education studies\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-789789da373eecc1ff75f626","output_id":"54184fa0fabc5c49577df3d9cebf65d71f0d3fa7ce7e57f53d0eb7797f1a6fd6","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7dd2c9426e83c7af832e37699a00b3c849ba70ae726581b8a5b0319c0ecf70a3","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"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_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7dd2c9426e83c7af832e37699a00b3c849ba70ae726581b8a5b0319c0ecf70a3","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"education studies topics\",\"education research skills\",\"education career preparation\",\"contemporary education debates\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"develops research, analytical, and other skills to work in education careers\"}],\"text\":\"Research and analytical skills for education careers\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"title\",\"quote\":\"TOPICS IN EDUCATION STUDIES\"},{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"Examines contemporary topics and debates in education studies\"}],\"text\":\"EDPOL 350 examines contemporary topics and debates in education studies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"contemporary topics and debates in education studies\"}],\"text\":\"Contemporary topics and debates in education studies\"}]}","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_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7dd2c9426e83c7af832e37699a00b3c849ba70ae726581b8a5b0319c0ecf70a3","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Very interesting class! She doesn't assign too much work because she knows college kids are busy. Projects are mostly group-based, and there's a lot of discussion in the class. Homework is quite reading heavy though.\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-03 01:41:37 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb3a5f3e3169352f43f88a5b\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"},{\"comment\":\"Overall, a great professor; clearly cares about her students and their success. She also feels very passionately about the things she teaches. She doesn't assign much homework other than readings. I would definitely take a class with her again!\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-07 03:10:36 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"fb7ef74d1eca56537735bda6\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":2,\"review_ids\":[\"bb3a5f3e3169352f43f88a5b\",\"fb7ef74d1eca56537735bda6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"Students appreciate the manageable workload, noting that the professor understands college students are busy and assigns less homework, primarily reading.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Very interesting class! She doesn't assign too much work because she knows college kids are busy. Projects are mostly group-based, and there's a lot of discussion in the class. Homework is quite reading heavy though.\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-03 01:41:37 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb3a5f3e3169352f43f88a5b\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":1,\"review_ids\":[\"bb3a5f3e3169352f43f88a5b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"Assessment is described as not too heavy, with a focus on group projects and reading rather than extensive homework assignments.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Overall, a great professor; clearly cares about her students and their success. She also feels very passionately about the things she teaches. She doesn't assign much homework other than readings. I would definitely take a class with her again!\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-07 03:10:36 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"fb7ef74d1eca56537735bda6\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":1,\"review_ids\":[\"fb7ef74d1eca56537735bda6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"The professor is described as caring, passionate, and clearly dedicated to student success.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Very interesting class! She doesn't assign too much work because she knows college kids are busy. Projects are mostly group-based, and there's a lot of discussion in the class. Homework is quite reading heavy though.\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-03 01:41:37 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb3a5f3e3169352f43f88a5b\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"},{\"comment\":\"Overall, a great professor; clearly cares about her students and their success. She also feels very passionately about the things she teaches. She doesn't assign much homework other than readings. I would definitely take a class with her again!\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-07 03:10:36 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"fb7ef74d1eca56537735bda6\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":2,\"review_ids\":[\"bb3a5f3e3169352f43f88a5b\",\"fb7ef74d1eca56537735bda6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"Students have a very positive experience, rating the class highly and expressing willingness to take more classes with this instructor.\"}]}","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_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7dd2c9426e83c7af832e37699a00b3c849ba70ae726581b8a5b0319c0ecf70a3","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"0c3887dd4e34a40dc953de3fe338fd606bdcea8dcf5b16c91dec806b0b4127a0\",\"course_id\":\"EDPOL 350\",\"current_instructors\":[{\"instructor_uid\":\"instructor_647d77ffd43de41df50ad60c\",\"message\":\"No course-specific reviews available\",\"name\":\"Susan Gevelber\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.92 GPA, 100.0% A/AB (n=18 letter grades); Fall 2024: 3.94 GPA, 100.0% A/AB (n=27 letter grades); Fall 2025: 3.75 GPA, 87.5% A/AB (n=24 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.67 GPA, 82.0% A/AB (n=50 letter grades); Fall 2025: 3.81 GPA, 91.0% A/AB (n=78 letter grades); Spring 2026: 3.89 GPA, 96.2% A/AB (n=104 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MARY MICHAUD is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SUSAN GEVELBER is recorded teaching in 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\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f9bbc2332606d4c02427671bd43ba628443387ce2275952a18e17e9cd4e1e848","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"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_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f9bbc2332606d4c02427671bd43ba628443387ce2275952a18e17e9cd4e1e848","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"education studies topics\",\"education research skills\",\"education career preparation\",\"contemporary education debates\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"develops research, analytical, and other skills to work in education careers\"}],\"text\":\"Research and analytical skills for education careers\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"title\",\"quote\":\"TOPICS IN EDUCATION STUDIES\"},{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"Examines contemporary topics and debates in education studies\"}],\"text\":\"EDPOL 350 examines contemporary topics and debates in education studies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"contemporary topics and debates in education studies\"}],\"text\":\"Contemporary topics and debates in education studies\"}]}","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_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f9bbc2332606d4c02427671bd43ba628443387ce2275952a18e17e9cd4e1e848","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Very interesting class! She doesn't assign too much work because she knows college kids are busy. Projects are mostly group-based, and there's a lot of discussion in the class. Homework is quite reading heavy though.\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-03 01:41:37 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb3a5f3e3169352f43f88a5b\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"},{\"comment\":\"Overall, a great professor; clearly cares about her students and their success. She also feels very passionately about the things she teaches. She doesn't assign much homework other than readings. I would definitely take a class with her again!\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-07 03:10:36 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"fb7ef74d1eca56537735bda6\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":2,\"review_ids\":[\"bb3a5f3e3169352f43f88a5b\",\"fb7ef74d1eca56537735bda6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"Students appreciate the manageable workload, noting that the professor understands college students are busy and assigns less homework, primarily reading.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Very interesting class! She doesn't assign too much work because she knows college kids are busy. Projects are mostly group-based, and there's a lot of discussion in the class. Homework is quite reading heavy though.\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-03 01:41:37 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb3a5f3e3169352f43f88a5b\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":1,\"review_ids\":[\"bb3a5f3e3169352f43f88a5b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"Assessment is described as not too heavy, with a focus on group projects and reading rather than extensive homework assignments.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Overall, a great professor; clearly cares about her students and their success. She also feels very passionately about the things she teaches. She doesn't assign much homework other than readings. I would definitely take a class with her again!\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-07 03:10:36 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"fb7ef74d1eca56537735bda6\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":1,\"review_ids\":[\"fb7ef74d1eca56537735bda6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"The professor is described as caring, passionate, and clearly dedicated to student success.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Very interesting class! She doesn't assign too much work because she knows college kids are busy. Projects are mostly group-based, and there's a lot of discussion in the class. Homework is quite reading heavy though.\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-03 01:41:37 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb3a5f3e3169352f43f88a5b\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"},{\"comment\":\"Overall, a great professor; clearly cares about her students and their success. She also feels very passionately about the things she teaches. She doesn't assign much homework other than readings. I would definitely take a class with her again!\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-07 03:10:36 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"fb7ef74d1eca56537735bda6\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":2,\"review_ids\":[\"bb3a5f3e3169352f43f88a5b\",\"fb7ef74d1eca56537735bda6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"Students have a very positive experience, rating the class highly and expressing willingness to take more classes with this instructor.\"}]}","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_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f9bbc2332606d4c02427671bd43ba628443387ce2275952a18e17e9cd4e1e848","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0c3887dd4e34a40dc953de3fe338fd606bdcea8dcf5b16c91dec806b0b4127a0\",\"course_id\":\"EDPOL 350\",\"current_instructors\":[{\"instructor_uid\":\"instructor_647d77ffd43de41df50ad60c\",\"message\":\"No course-specific reviews available\",\"name\":\"Susan Gevelber\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.92 GPA, 100.0% A/AB (n=18 letter grades); Fall 2024: 3.94 GPA, 100.0% A/AB (n=27 letter grades); Fall 2025: 3.75 GPA, 87.5% A/AB (n=24 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-03 01:41:37 +0000 UTC\",\"review_id\":\"bb3a5f3e3169352f43f88a5b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"},{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-07 03:10:36 +0000 UTC\",\"review_id\":\"fb7ef74d1eca56537735bda6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"}],\"text\":\"Historical reviews indicate low homework volume, primarily consisting of reading assignments, though one reviewer notes the reading load is heavy.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-03 01:41:37 +0000 UTC\",\"review_id\":\"bb3a5f3e3169352f43f88a5b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"},{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-07 03:10:36 +0000 UTC\",\"review_id\":\"fb7ef74d1eca56537735bda6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"}],\"text\":\"Historical reviews for Mary Michaud describe the course as interesting with a low workload, emphasizing group projects and discussion. Reviewers note that homework consists primarily of reading assignments, with minimal other work, and highlight the instructor's passion and care for student success.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-03 01:41:37 +0000 UTC\",\"review_id\":\"bb3a5f3e3169352f43f88a5b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"},{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-07 03:10:36 +0000 UTC\",\"review_id\":\"fb7ef74d1eca56537735bda6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"}],\"text\":\"Historical reviews for Mary Michaud describe the course as interesting and engaging, with students expressing strong willingness to take her classes again.\"},{\"citations\":[{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.67 GPA, 82.0% A/AB (n=50 letter grades); Fall 2025: 3.81 GPA, 91.0% A/AB (n=78 letter grades); Spring 2026: 3.89 GPA, 96.2% A/AB (n=104 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-03 01:41:37 +0000 UTC\",\"review_id\":\"bb3a5f3e3169352f43f88a5b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"},{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-07 03:10:36 +0000 UTC\",\"review_id\":\"fb7ef74d1eca56537735bda6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"}],\"text\":\"Historical reviews of Mary Michaud: Students value the group-based projects and class discussions, while noting the instructor's passion and care for student success.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MARY MICHAUD is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SUSAN GEVELBER is recorded teaching in 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":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_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"127277f650697947c829b4c50723c32d0d587c6bf509946c3f246c36794bd05f","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Sophomore standing\",\"course\":null,\"evidence\":\"Sophomore standing\",\"id\":\"n0\",\"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_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"127277f650697947c829b4c50723c32d0d587c6bf509946c3f246c36794bd05f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"education studies topics\",\"education research skills\",\"education career preparation\",\"contemporary education debates\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"develops research, analytical, and other skills to work in education careers\"}],\"text\":\"Research and analytical skills for education careers\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"title\",\"quote\":\"TOPICS IN EDUCATION STUDIES\"},{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"Examines contemporary topics and debates in education studies\"}],\"text\":\"EDPOL 350 examines contemporary topics and debates in education studies.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 350\",\"field\":\"description\",\"quote\":\"contemporary topics and debates in education studies\"}],\"text\":\"Contemporary topics and debates in education studies\"}]}","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_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"127277f650697947c829b4c50723c32d0d587c6bf509946c3f246c36794bd05f","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Very interesting class! She doesn't assign too much work because she knows college kids are busy. Projects are mostly group-based, and there's a lot of discussion in the class. Homework is quite reading heavy though.\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-03 01:41:37 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb3a5f3e3169352f43f88a5b\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"},{\"comment\":\"Overall, a great professor; clearly cares about her students and their success. She also feels very passionately about the things she teaches. She doesn't assign much homework other than readings. I would definitely take a class with her again!\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-07 03:10:36 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"fb7ef74d1eca56537735bda6\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":2,\"review_ids\":[\"bb3a5f3e3169352f43f88a5b\",\"fb7ef74d1eca56537735bda6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"Students appreciate the manageable workload, noting that the professor understands college students are busy and assigns less homework, primarily reading.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Very interesting class! She doesn't assign too much work because she knows college kids are busy. Projects are mostly group-based, and there's a lot of discussion in the class. Homework is quite reading heavy though.\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-03 01:41:37 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb3a5f3e3169352f43f88a5b\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":1,\"review_ids\":[\"bb3a5f3e3169352f43f88a5b\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"Assessment is described as not too heavy, with a focus on group projects and reading rather than extensive homework assignments.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Overall, a great professor; clearly cares about her students and their success. She also feels very passionately about the things she teaches. She doesn't assign much homework other than readings. I would definitely take a class with her again!\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-07 03:10:36 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"fb7ef74d1eca56537735bda6\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":1,\"review_ids\":[\"fb7ef74d1eca56537735bda6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"The professor is described as caring, passionate, and clearly dedicated to student success.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Very interesting class! She doesn't assign too much work because she knows college kids are busy. Projects are mostly group-based, and there's a lot of discussion in the class. Homework is quite reading heavy though.\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-03 01:41:37 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"bb3a5f3e3169352f43f88a5b\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"},{\"comment\":\"Overall, a great professor; clearly cares about her students and their success. She also feels very passionately about the things she teaches. She doesn't assign much homework other than readings. I would definitely take a class with her again!\",\"course_id\":\"EDPOL 350\",\"date\":\"2026-05-07 03:10:36 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"fb7ef74d1eca56537735bda6\",\"instructor_id\":\"rmp:3149300\",\"instructor_name\":\"Mary Michaud\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\"}],\"evidence_count\":2,\"review_ids\":[\"bb3a5f3e3169352f43f88a5b\",\"fb7ef74d1eca56537735bda6\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:3149300\",\"name\":\"Mary Michaud\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2026\"},\"sentiment\":\"positive\",\"summary\":\"Students have a very positive experience, rating the class highly and expressing willingness to take more classes with this instructor.\"}]}","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_f5e46c745cf7fd47a8d29126","course_id":"EDPOL 350","catalog_version_id":"4a5c74fe89f87d0bcf7f21be8fbe41f3cdece4e073be690765a89e97a7f241d4","record_version_id":"3dd38dbe9554342e43e5f78daa51fb8d430872bda893e4753a2769adf2c2a46b","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"127277f650697947c829b4c50723c32d0d587c6bf509946c3f246c36794bd05f","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"0c3887dd4e34a40dc953de3fe338fd606bdcea8dcf5b16c91dec806b0b4127a0\",\"course_id\":\"EDPOL 350\",\"current_instructors\":[{\"instructor_uid\":\"instructor_647d77ffd43de41df50ad60c\",\"message\":\"No course-specific reviews available\",\"name\":\"Susan Gevelber\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.92 GPA, 100.0% A/AB (n=18 letter grades); Fall 2024: 3.94 GPA, 100.0% A/AB (n=27 letter grades); Fall 2025: 3.75 GPA, 87.5% A/AB (n=24 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-03 01:41:37 +0000 UTC\",\"review_id\":\"bb3a5f3e3169352f43f88a5b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"},{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-07 03:10:36 +0000 UTC\",\"review_id\":\"fb7ef74d1eca56537735bda6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"}],\"text\":\"Historical reviews indicate low homework volume, primarily consisting of reading assignments, though one reviewer notes the reading load is heavy.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-03 01:41:37 +0000 UTC\",\"review_id\":\"bb3a5f3e3169352f43f88a5b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"},{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-07 03:10:36 +0000 UTC\",\"review_id\":\"fb7ef74d1eca56537735bda6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"}],\"text\":\"Susan Gevelber is the current instructor for EDPOL 350. No reviews are available for her specific teaching, so this summary relies on historical data from Mary Michaud. Michaud was praised for caring about student success and passion, though her course was reading-heavy.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-03 01:41:37 +0000 UTC\",\"review_id\":\"bb3a5f3e3169352f43f88a5b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"},{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-07 03:10:36 +0000 UTC\",\"review_id\":\"fb7ef74d1eca56537735bda6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"}],\"text\":\"Historical reviews for Mary Michaud describe the course as interesting and engaging, with students expressing strong willingness to take her classes again.\"},{\"citations\":[{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.67 GPA, 82.0% A/AB (n=50 letter grades); Fall 2025: 3.81 GPA, 91.0% A/AB (n=78 letter grades); Spring 2026: 3.89 GPA, 96.2% A/AB (n=104 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-03 01:41:37 +0000 UTC\",\"review_id\":\"bb3a5f3e3169352f43f88a5b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDA3MjA3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"},{\"instructor_name\":\"Mary Michaud\",\"review_date\":\"2026-05-07 03:10:36 +0000 UTC\",\"review_id\":\"fb7ef74d1eca56537735bda6\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:3149300\",\"source_review_id\":\"UmF0aW5nLTQzMDU1NDAy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/3149300\",\"type\":\"review\"}],\"text\":\"Historical reviews of Mary Michaud: Students value the group-based projects and class discussions, while noting the instructor's passion and care for student success.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":5,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":6,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":7,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"MARY MICHAUD is recorded teaching in Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"EDPOL 350\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"source_record\":{\"entity_id\":\"26be98d1-1f95-3fa3-98e2-c219a83b9880\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"SUSAN GEVELBER is recorded teaching in 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":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]