[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"8c5eec2c9769a031946bdad690942ed523a0137a10053bb669911c27b5aeb8b7","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"LINGUIS 101or301\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":101,\"minimum_grade\":null,\"subjects\":[\"LINGUIS\"],\"timing\":\"prior\"},\"evidence\":\"LINGUIS 101\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ANTHRO\",\"LINGUIS\"],\"timing\":\"prior\"},\"evidence\":\"301\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[\"The requirements text 'LINGUIS 101or301' lacks explicit spacing or boolean operators. Parsed as an OR condition between LINGUIS 101 and ANTHRO/LINGUIS 301 based on linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"8c5eec2c9769a031946bdad690942ed523a0137a10053bb669911c27b5aeb8b7","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"LINGUIS 101\",\"field\":\"description\",\"quote\":\"Elementary theory and practical work in phonetics, phonology, morphology, and syntax, with attention to formal grammar.\"}],\"text\":\"Foundational knowledge in phonetics, phonology, morphology, and syntax.\"},{\"evidence\":[{\"course_id\":\"ANTHRO/LINGUIS 301\",\"field\":\"description\",\"quote\":\"Elementary theory and practical work in phonetics, phonology, morphology, and syntax, with attention to formal grammar.\"}],\"text\":\"Foundational knowledge in phonetics, phonology, morphology, and syntax.\"}],\"search_phrases\":[\"phonological theory analysis\",\"formal phonology statement\",\"LINGUIS 310 phonology problems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"Analysis and formal statement of phonological systems\"}],\"text\":\"Analysis and formal statement of phonological systems\"},{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"problems and methods of phonological theory\"}],\"text\":\"Understanding problems and methods of phonological theory\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"title\",\"quote\":\"PHONOLOGY\"},{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"Analysis and formal statement of phonological systems; problems and methods of phonological theory.\"}],\"text\":\"LINGUIS 310 PHONOLOGY covers the analysis and formal statement of phonological systems, addressing problems and methods of phonological theory.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"phonological systems\"}],\"text\":\"Phonological systems\"},{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"phonological theory\"}],\"text\":\"Phonological theory\"}]}","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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"8c5eec2c9769a031946bdad690942ed523a0137a10053bb669911c27b5aeb8b7","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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"5ce928293d27ad11f8021317af9cb05893f319d199c0378bb10260213266bdd1","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"LINGUIS 101or301\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":101,\"minimum_grade\":null,\"subjects\":[\"LINGUIS\"],\"timing\":\"prior\"},\"evidence\":\"LINGUIS 101\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ANTHRO\",\"LINGUIS\"],\"timing\":\"prior\"},\"evidence\":\"301\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[\"The requirements text 'LINGUIS 101or301' lacks explicit spacing or boolean operators. Parsed as an OR condition between LINGUIS 101 and ANTHRO/LINGUIS 301 based on linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"5ce928293d27ad11f8021317af9cb05893f319d199c0378bb10260213266bdd1","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"LINGUIS 101\",\"field\":\"description\",\"quote\":\"Elementary theory and practical work in phonetics, phonology, morphology, and syntax, with attention to formal grammar.\"}],\"text\":\"Foundational knowledge in phonetics, phonology, morphology, and syntax.\"},{\"evidence\":[{\"course_id\":\"ANTHRO/LINGUIS 301\",\"field\":\"description\",\"quote\":\"Elementary theory and practical work in phonetics, phonology, morphology, and syntax, with attention to formal grammar.\"}],\"text\":\"Foundational knowledge in phonetics, phonology, morphology, and syntax.\"}],\"search_phrases\":[\"phonological theory analysis\",\"formal phonology statement\",\"LINGUIS 310 phonology problems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"Analysis and formal statement of phonological systems\"}],\"text\":\"Analysis and formal statement of phonological systems\"},{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"problems and methods of phonological theory\"}],\"text\":\"Understanding problems and methods of phonological theory\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"title\",\"quote\":\"PHONOLOGY\"},{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"Analysis and formal statement of phonological systems; problems and methods of phonological theory.\"}],\"text\":\"LINGUIS 310 PHONOLOGY covers the analysis and formal statement of phonological systems, addressing problems and methods of phonological theory.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"phonological systems\"}],\"text\":\"Phonological systems\"},{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"phonological theory\"}],\"text\":\"Phonological theory\"}]}","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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"5ce928293d27ad11f8021317af9cb05893f319d199c0378bb10260213266bdd1","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"As a linguistics student, I should say I have never seen anyone like Miss Macken who is so passionate about her field of study. I should say I totally admire her. But one thing to be warned is that you need to read a lot of difficult text in order to get fully prepared and understand what she is saying. She talks very quietly so better sit at front\",\"course_id\":\"LINGUIS 310\",\"date\":\"2015-02-24 00:07:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"57be9b261ab2c43cbddfa3a4\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"}],\"evidence_count\":1,\"review_ids\":[\"57be9b261ab2c43cbddfa3a4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:831175\",\"name\":\"Marlys Macken\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor is passionate but speaks very quietly, requiring students to sit at the front to understand.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"As a linguistics student, I should say I have never seen anyone like Miss Macken who is so passionate about her field of study. I should say I totally admire her. But one thing to be warned is that you need to read a lot of difficult text in order to get fully prepared and understand what she is saying. She talks very quietly so better sit at front\",\"course_id\":\"LINGUIS 310\",\"date\":\"2015-02-24 00:07:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"57be9b261ab2c43cbddfa3a4\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"}],\"evidence_count\":1,\"review_ids\":[\"57be9b261ab2c43cbddfa3a4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:831175\",\"name\":\"Marlys Macken\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"negative\",\"summary\":\"Students must read a lot of difficult text to prepare and understand the lectures.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"As a linguistics student, I should say I have never seen anyone like Miss Macken who is so passionate about her field of study. I should say I totally admire her. But one thing to be warned is that you need to read a lot of difficult text in order to get fully prepared and understand what she is saying. She talks very quietly so better sit at front\",\"course_id\":\"LINGUIS 310\",\"date\":\"2015-02-24 00:07:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"57be9b261ab2c43cbddfa3a4\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"},{\"comment\":\"If you value your education, stay away from this person.\",\"course_id\":\"LINGUIS 310\",\"date\":\"2022-02-18 10:16:58 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5f93045bf907ce7fc62ff65c\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1ODY0ODU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"}],\"evidence_count\":2,\"review_ids\":[\"57be9b261ab2c43cbddfa3a4\",\"5f93045bf907ce7fc62ff65c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:831175\",\"name\":\"Marlys Macken\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"One review praises the instructor's passion, while another strongly advises staying away.\"}]}","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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b08c2a48fecc82e7b426c817f1ddb0734c5b32315507d1a1ff7fccf46826ee74","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"LINGUIS 101or301\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":101,\"minimum_grade\":null,\"subjects\":[\"LINGUIS\"],\"timing\":\"prior\"},\"evidence\":\"LINGUIS 101\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ANTHRO\",\"LINGUIS\"],\"timing\":\"prior\"},\"evidence\":\"301\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[\"The requirements text 'LINGUIS 101or301' lacks explicit spacing or boolean operators. Parsed as an OR condition between LINGUIS 101 and ANTHRO/LINGUIS 301 based on linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b08c2a48fecc82e7b426c817f1ddb0734c5b32315507d1a1ff7fccf46826ee74","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"LINGUIS 101\",\"field\":\"description\",\"quote\":\"Elementary theory and practical work in phonetics, phonology, morphology, and syntax, with attention to formal grammar.\"}],\"text\":\"Foundational knowledge in phonetics, phonology, morphology, and syntax.\"},{\"evidence\":[{\"course_id\":\"ANTHRO/LINGUIS 301\",\"field\":\"description\",\"quote\":\"Elementary theory and practical work in phonetics, phonology, morphology, and syntax, with attention to formal grammar.\"}],\"text\":\"Foundational knowledge in phonetics, phonology, morphology, and syntax.\"}],\"search_phrases\":[\"phonological theory analysis\",\"formal phonology statement\",\"LINGUIS 310 phonology problems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"Analysis and formal statement of phonological systems\"}],\"text\":\"Analysis and formal statement of phonological systems\"},{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"problems and methods of phonological theory\"}],\"text\":\"Understanding problems and methods of phonological theory\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"title\",\"quote\":\"PHONOLOGY\"},{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"Analysis and formal statement of phonological systems; problems and methods of phonological theory.\"}],\"text\":\"LINGUIS 310 PHONOLOGY covers the analysis and formal statement of phonological systems, addressing problems and methods of phonological theory.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"phonological systems\"}],\"text\":\"Phonological systems\"},{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"phonological theory\"}],\"text\":\"Phonological theory\"}]}","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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b08c2a48fecc82e7b426c817f1ddb0734c5b32315507d1a1ff7fccf46826ee74","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"As a linguistics student, I should say I have never seen anyone like Miss Macken who is so passionate about her field of study. I should say I totally admire her. But one thing to be warned is that you need to read a lot of difficult text in order to get fully prepared and understand what she is saying. She talks very quietly so better sit at front\",\"course_id\":\"LINGUIS 310\",\"date\":\"2015-02-24 00:07:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"57be9b261ab2c43cbddfa3a4\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"}],\"evidence_count\":1,\"review_ids\":[\"57be9b261ab2c43cbddfa3a4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:831175\",\"name\":\"Marlys Macken\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor is passionate but speaks very quietly, requiring students to sit at the front to understand.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"As a linguistics student, I should say I have never seen anyone like Miss Macken who is so passionate about her field of study. I should say I totally admire her. But one thing to be warned is that you need to read a lot of difficult text in order to get fully prepared and understand what she is saying. She talks very quietly so better sit at front\",\"course_id\":\"LINGUIS 310\",\"date\":\"2015-02-24 00:07:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"57be9b261ab2c43cbddfa3a4\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"}],\"evidence_count\":1,\"review_ids\":[\"57be9b261ab2c43cbddfa3a4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:831175\",\"name\":\"Marlys Macken\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"negative\",\"summary\":\"Students must read a lot of difficult text to prepare and understand the lectures.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"As a linguistics student, I should say I have never seen anyone like Miss Macken who is so passionate about her field of study. I should say I totally admire her. But one thing to be warned is that you need to read a lot of difficult text in order to get fully prepared and understand what she is saying. She talks very quietly so better sit at front\",\"course_id\":\"LINGUIS 310\",\"date\":\"2015-02-24 00:07:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"57be9b261ab2c43cbddfa3a4\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"},{\"comment\":\"If you value your education, stay away from this person.\",\"course_id\":\"LINGUIS 310\",\"date\":\"2022-02-18 10:16:58 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5f93045bf907ce7fc62ff65c\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1ODY0ODU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"}],\"evidence_count\":2,\"review_ids\":[\"57be9b261ab2c43cbddfa3a4\",\"5f93045bf907ce7fc62ff65c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:831175\",\"name\":\"Marlys Macken\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"One review praises the instructor's passion, while another strongly advises staying away.\"}]}","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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"b08c2a48fecc82e7b426c817f1ddb0734c5b32315507d1a1ff7fccf46826ee74","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"62657566a85055664c532600ee5fb0dc519a08a6a4bb9df8bcee19ac1a0a8503\",\"course_id\":\"LINGUIS 310\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6a04b0e84a55ca75693c3886\",\"message\":\"No course-specific reviews available\",\"name\":\"Eric Raimy\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:889284\",\"summary\":[{\"citations\":[{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.35 GPA, 62.2% A/AB (n=37 letter grades); Fall 2024: 3.43 GPA, 63.9% A/AB (n=36 letter grades); Fall 2025: 3.58 GPA, 77.8% A/AB (n=36 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\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.35 GPA, 62.2% A/AB (n=37 letter grades); Fall 2024: 3.43 GPA, 63.9% A/AB (n=36 letter grades); Fall 2025: 3.58 GPA, 77.8% A/AB (n=36 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ERIC RAIMY is recorded teaching in Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"MARLYS A MACKEN is recorded teaching in Fall 2006, Fall 2008, Spring 2009, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016. 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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f417ec01b21433dd9bea74991e1e4143c1ea1717bdcf362606af16c119860a2f","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"LINGUIS 101or301\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":101,\"minimum_grade\":null,\"subjects\":[\"LINGUIS\"],\"timing\":\"prior\"},\"evidence\":\"LINGUIS 101\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ANTHRO\",\"LINGUIS\"],\"timing\":\"prior\"},\"evidence\":\"301\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[\"The requirements text 'LINGUIS 101or301' lacks explicit spacing or boolean operators. Parsed as an OR condition between LINGUIS 101 and ANTHRO/LINGUIS 301 based on linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f417ec01b21433dd9bea74991e1e4143c1ea1717bdcf362606af16c119860a2f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"LINGUIS 101\",\"field\":\"description\",\"quote\":\"Elementary theory and practical work in phonetics, phonology, morphology, and syntax, with attention to formal grammar.\"}],\"text\":\"Foundational knowledge in phonetics, phonology, morphology, and syntax.\"},{\"evidence\":[{\"course_id\":\"ANTHRO/LINGUIS 301\",\"field\":\"description\",\"quote\":\"Elementary theory and practical work in phonetics, phonology, morphology, and syntax, with attention to formal grammar.\"}],\"text\":\"Foundational knowledge in phonetics, phonology, morphology, and syntax.\"}],\"search_phrases\":[\"phonological theory analysis\",\"formal phonology statement\",\"LINGUIS 310 phonology problems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"Analysis and formal statement of phonological systems\"}],\"text\":\"Analysis and formal statement of phonological systems\"},{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"problems and methods of phonological theory\"}],\"text\":\"Understanding problems and methods of phonological theory\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"title\",\"quote\":\"PHONOLOGY\"},{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"Analysis and formal statement of phonological systems; problems and methods of phonological theory.\"}],\"text\":\"LINGUIS 310 PHONOLOGY covers the analysis and formal statement of phonological systems, addressing problems and methods of phonological theory.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"phonological systems\"}],\"text\":\"Phonological systems\"},{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"phonological theory\"}],\"text\":\"Phonological theory\"}]}","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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f417ec01b21433dd9bea74991e1e4143c1ea1717bdcf362606af16c119860a2f","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"As a linguistics student, I should say I have never seen anyone like Miss Macken who is so passionate about her field of study. I should say I totally admire her. But one thing to be warned is that you need to read a lot of difficult text in order to get fully prepared and understand what she is saying. She talks very quietly so better sit at front\",\"course_id\":\"LINGUIS 310\",\"date\":\"2015-02-24 00:07:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"57be9b261ab2c43cbddfa3a4\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"}],\"evidence_count\":1,\"review_ids\":[\"57be9b261ab2c43cbddfa3a4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:831175\",\"name\":\"Marlys Macken\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor is passionate but speaks very quietly, requiring students to sit at the front to understand.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"As a linguistics student, I should say I have never seen anyone like Miss Macken who is so passionate about her field of study. I should say I totally admire her. But one thing to be warned is that you need to read a lot of difficult text in order to get fully prepared and understand what she is saying. She talks very quietly so better sit at front\",\"course_id\":\"LINGUIS 310\",\"date\":\"2015-02-24 00:07:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"57be9b261ab2c43cbddfa3a4\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"}],\"evidence_count\":1,\"review_ids\":[\"57be9b261ab2c43cbddfa3a4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:831175\",\"name\":\"Marlys Macken\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"negative\",\"summary\":\"Students must read a lot of difficult text to prepare and understand the lectures.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"As a linguistics student, I should say I have never seen anyone like Miss Macken who is so passionate about her field of study. I should say I totally admire her. But one thing to be warned is that you need to read a lot of difficult text in order to get fully prepared and understand what she is saying. She talks very quietly so better sit at front\",\"course_id\":\"LINGUIS 310\",\"date\":\"2015-02-24 00:07:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"57be9b261ab2c43cbddfa3a4\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"},{\"comment\":\"If you value your education, stay away from this person.\",\"course_id\":\"LINGUIS 310\",\"date\":\"2022-02-18 10:16:58 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5f93045bf907ce7fc62ff65c\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1ODY0ODU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"}],\"evidence_count\":2,\"review_ids\":[\"57be9b261ab2c43cbddfa3a4\",\"5f93045bf907ce7fc62ff65c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:831175\",\"name\":\"Marlys Macken\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"One review praises the instructor's passion, while another strongly advises staying away.\"}]}","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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"f417ec01b21433dd9bea74991e1e4143c1ea1717bdcf362606af16c119860a2f","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"62657566a85055664c532600ee5fb0dc519a08a6a4bb9df8bcee19ac1a0a8503\",\"course_id\":\"LINGUIS 310\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6a04b0e84a55ca75693c3886\",\"message\":\"No course-specific reviews available\",\"name\":\"Eric Raimy\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:889284\",\"summary\":[{\"citations\":[{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.35 GPA, 62.2% A/AB (n=37 letter grades); Fall 2024: 3.43 GPA, 63.9% A/AB (n=36 letter grades); Fall 2025: 3.58 GPA, 77.8% A/AB (n=36 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Marlys Macken\",\"review_date\":\"2015-02-24 00:07:46 +0000 UTC\",\"review_id\":\"57be9b261ab2c43cbddfa3a4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:831175\",\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\",\"type\":\"review\"}],\"text\":\"Historical reviews of Marlys Macken: Students report needing to read difficult texts to prepare and understand the material.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Marlys Macken\",\"review_date\":\"2015-02-24 00:07:46 +0000 UTC\",\"review_id\":\"57be9b261ab2c43cbddfa3a4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:831175\",\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\",\"type\":\"review\"},{\"instructor_name\":\"Marlys Macken\",\"review_date\":\"2022-02-18 10:16:58 +0000 UTC\",\"review_id\":\"5f93045bf907ce7fc62ff65c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:831175\",\"source_review_id\":\"UmF0aW5nLTM1ODY0ODU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\",\"type\":\"review\"}],\"text\":\"Historical reviews for Marlys Macken present conflicting experiences. One reviewer praised her passion but warned of difficult readings and quiet speaking, advising students to sit in the front. Another reviewer strongly advised avoiding the course, citing a low quality rating.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Marlys Macken\",\"review_date\":\"2015-02-24 00:07:46 +0000 UTC\",\"review_id\":\"57be9b261ab2c43cbddfa3a4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:831175\",\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\",\"type\":\"review\"},{\"instructor_name\":\"Marlys Macken\",\"review_date\":\"2022-02-18 10:16:58 +0000 UTC\",\"review_id\":\"5f93045bf907ce7fc62ff65c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:831175\",\"source_review_id\":\"UmF0aW5nLTM1ODY0ODU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\",\"type\":\"review\"}],\"text\":\"Historical reviews for Marlys Macken are polarized, ranging from admiration for her passion to strong warnings to avoid the course.\"},{\"citations\":[{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.35 GPA, 62.2% A/AB (n=37 letter grades); Fall 2024: 3.43 GPA, 63.9% A/AB (n=36 letter grades); Fall 2025: 3.58 GPA, 77.8% A/AB (n=36 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Marlys Macken\",\"review_date\":\"2015-02-24 00:07:46 +0000 UTC\",\"review_id\":\"57be9b261ab2c43cbddfa3a4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:831175\",\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\",\"type\":\"review\"}],\"text\":\"Historical reviews of Marlys Macken: The instructor speaks quietly, so sitting in the front is recommended for better comprehension.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ERIC RAIMY is recorded teaching in Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"MARLYS A MACKEN is recorded teaching in Fall 2006, Fall 2008, Spring 2009, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016. 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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"dc32c057a454e71aafdf4858febde29f6aa55335abac887c23b470f0cff1e7cc","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"LINGUIS 101or301\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":101,\"minimum_grade\":null,\"subjects\":[\"LINGUIS\"],\"timing\":\"prior\"},\"evidence\":\"LINGUIS 101\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":301,\"minimum_grade\":null,\"subjects\":[\"ANTHRO\",\"LINGUIS\"],\"timing\":\"prior\"},\"evidence\":\"301\",\"id\":\"n2\",\"kind\":\"course\"}],\"notes\":[\"The requirements text 'LINGUIS 101or301' lacks explicit spacing or boolean operators. Parsed as an OR condition between LINGUIS 101 and ANTHRO/LINGUIS 301 based on linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"dc32c057a454e71aafdf4858febde29f6aa55335abac887c23b470f0cff1e7cc","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"LINGUIS 101\",\"field\":\"description\",\"quote\":\"Elementary theory and practical work in phonetics, phonology, morphology, and syntax, with attention to formal grammar.\"}],\"text\":\"Foundational knowledge in phonetics, phonology, morphology, and syntax.\"},{\"evidence\":[{\"course_id\":\"ANTHRO/LINGUIS 301\",\"field\":\"description\",\"quote\":\"Elementary theory and practical work in phonetics, phonology, morphology, and syntax, with attention to formal grammar.\"}],\"text\":\"Foundational knowledge in phonetics, phonology, morphology, and syntax.\"}],\"search_phrases\":[\"phonological theory analysis\",\"formal phonology statement\",\"LINGUIS 310 phonology problems\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"Analysis and formal statement of phonological systems\"}],\"text\":\"Analysis and formal statement of phonological systems\"},{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"problems and methods of phonological theory\"}],\"text\":\"Understanding problems and methods of phonological theory\"}],\"summary\":{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"title\",\"quote\":\"PHONOLOGY\"},{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"Analysis and formal statement of phonological systems; problems and methods of phonological theory.\"}],\"text\":\"LINGUIS 310 PHONOLOGY covers the analysis and formal statement of phonological systems, addressing problems and methods of phonological theory.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"phonological systems\"}],\"text\":\"Phonological systems\"},{\"evidence\":[{\"course_id\":\"LINGUIS 310\",\"field\":\"description\",\"quote\":\"phonological theory\"}],\"text\":\"Phonological theory\"}]}","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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"dc32c057a454e71aafdf4858febde29f6aa55335abac887c23b470f0cff1e7cc","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"As a linguistics student, I should say I have never seen anyone like Miss Macken who is so passionate about her field of study. I should say I totally admire her. But one thing to be warned is that you need to read a lot of difficult text in order to get fully prepared and understand what she is saying. She talks very quietly so better sit at front\",\"course_id\":\"LINGUIS 310\",\"date\":\"2015-02-24 00:07:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"57be9b261ab2c43cbddfa3a4\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"}],\"evidence_count\":1,\"review_ids\":[\"57be9b261ab2c43cbddfa3a4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:831175\",\"name\":\"Marlys Macken\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor is passionate but speaks very quietly, requiring students to sit at the front to understand.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"As a linguistics student, I should say I have never seen anyone like Miss Macken who is so passionate about her field of study. I should say I totally admire her. But one thing to be warned is that you need to read a lot of difficult text in order to get fully prepared and understand what she is saying. She talks very quietly so better sit at front\",\"course_id\":\"LINGUIS 310\",\"date\":\"2015-02-24 00:07:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"57be9b261ab2c43cbddfa3a4\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"}],\"evidence_count\":1,\"review_ids\":[\"57be9b261ab2c43cbddfa3a4\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:831175\",\"name\":\"Marlys Macken\"}],\"review_year_end\":\"2015\",\"review_year_start\":\"2015\"},\"sentiment\":\"negative\",\"summary\":\"Students must read a lot of difficult text to prepare and understand the lectures.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"As a linguistics student, I should say I have never seen anyone like Miss Macken who is so passionate about her field of study. I should say I totally admire her. But one thing to be warned is that you need to read a lot of difficult text in order to get fully prepared and understand what she is saying. She talks very quietly so better sit at front\",\"course_id\":\"LINGUIS 310\",\"date\":\"2015-02-24 00:07:46 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"57be9b261ab2c43cbddfa3a4\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"},{\"comment\":\"If you value your education, stay away from this person.\",\"course_id\":\"LINGUIS 310\",\"date\":\"2022-02-18 10:16:58 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"5f93045bf907ce7fc62ff65c\",\"instructor_id\":\"rmp:831175\",\"instructor_name\":\"Marlys Macken\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM1ODY0ODU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\"}],\"evidence_count\":2,\"review_ids\":[\"57be9b261ab2c43cbddfa3a4\",\"5f93045bf907ce7fc62ff65c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:831175\",\"name\":\"Marlys Macken\"}],\"review_year_end\":\"2022\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"One review praises the instructor's passion, while another strongly advises staying away.\"}]}","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_4af786f7a5d601340de8aa21","course_id":"LINGUIS 310","catalog_version_id":"a00136f9bd1c224778336e5bf4e2ac0816144c66ed05a31fedccf03f90f1a877","record_version_id":"4fb427881b42d97b97b1a800ee799c8b62af6b1807d9ef3a63762d33d08a2d67","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"dc32c057a454e71aafdf4858febde29f6aa55335abac887c23b470f0cff1e7cc","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"62657566a85055664c532600ee5fb0dc519a08a6a4bb9df8bcee19ac1a0a8503\",\"course_id\":\"LINGUIS 310\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6a04b0e84a55ca75693c3886\",\"message\":\"No course-specific reviews available\",\"name\":\"Eric Raimy\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:889284\",\"summary\":[{\"citations\":[{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.35 GPA, 62.2% A/AB (n=37 letter grades); Fall 2024: 3.43 GPA, 63.9% A/AB (n=36 letter grades); Fall 2025: 3.58 GPA, 77.8% A/AB (n=36 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Marlys Macken\",\"review_date\":\"2015-02-24 00:07:46 +0000 UTC\",\"review_id\":\"57be9b261ab2c43cbddfa3a4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:831175\",\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\",\"type\":\"review\"}],\"text\":\"Historical reviews of Marlys Macken: Students report needing to read difficult texts to prepare and understand the material.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Marlys Macken\",\"review_date\":\"2015-02-24 00:07:46 +0000 UTC\",\"review_id\":\"57be9b261ab2c43cbddfa3a4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:831175\",\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\",\"type\":\"review\"},{\"instructor_name\":\"Marlys Macken\",\"review_date\":\"2022-02-18 10:16:58 +0000 UTC\",\"review_id\":\"5f93045bf907ce7fc62ff65c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:831175\",\"source_review_id\":\"UmF0aW5nLTM1ODY0ODU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\",\"type\":\"review\"}],\"text\":\"Eric Raimy is the current instructor, but no reviews are provided for his teaching. Historical reviews for Marlys Macken describe her as passionate but difficult, with warnings to avoid her course.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Marlys Macken\",\"review_date\":\"2015-02-24 00:07:46 +0000 UTC\",\"review_id\":\"57be9b261ab2c43cbddfa3a4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:831175\",\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\",\"type\":\"review\"},{\"instructor_name\":\"Marlys Macken\",\"review_date\":\"2022-02-18 10:16:58 +0000 UTC\",\"review_id\":\"5f93045bf907ce7fc62ff65c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:831175\",\"source_review_id\":\"UmF0aW5nLTM1ODY0ODU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\",\"type\":\"review\"}],\"text\":\"Historical reviews for Marlys Macken are polarized, ranging from admiration for her passion to strong warnings to avoid the course.\"},{\"citations\":[{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.35 GPA, 62.2% A/AB (n=37 letter grades); Fall 2024: 3.43 GPA, 63.9% A/AB (n=36 letter grades); Fall 2025: 3.58 GPA, 77.8% A/AB (n=36 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Marlys Macken\",\"review_date\":\"2015-02-24 00:07:46 +0000 UTC\",\"review_id\":\"57be9b261ab2c43cbddfa3a4\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:831175\",\"source_review_id\":\"UmF0aW5nLTI0NDA3MDU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/831175\",\"type\":\"review\"}],\"text\":\"Historical reviews of Marlys Macken: The instructor speaks quietly, so sitting in the front is recommended for better comprehension.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"ERIC RAIMY is recorded teaching in Fall 2016, Fall 2017, Fall 2018, Fall 2019, Fall 2020, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1094\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1162\",\"type\":\"grade\"},{\"course_id\":\"LINGUIS 310\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"source_record\":{\"entity_id\":\"c27b6040-b4ea-35da-8d01-56b447aba00d\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1164\",\"type\":\"grade\"}],\"text\":\"MARLYS A MACKEN is recorded teaching in Fall 2006, Fall 2008, Spring 2009, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016. 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}]