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He's a harsh grader (he expects too much), but he is very clear in what he wants and how he teaches.  Highly recommended.\",\"course_id\":\"MUSIC 121\",\"date\":\"2004-12-19 15:49:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e37bacc969f444558855cfa\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof Hyer is very knowledgable and is willing to help anyone. He is a very good teacher but a hard grader. The key to this class is to figure out the way he thinks about music and to try to mimic that in your writing. Once you do that you will have mastered the class. 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He's a harsh grader (he expects too much), but he is very clear in what he wants and how he teaches.  Highly recommended.\",\"course_id\":\"MUSIC 121\",\"date\":\"2004-12-19 15:49:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e37bacc969f444558855cfa\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Nice guy, but it's impossible to know what he wants on papers.He dismisses topics he doesn't agree with and sometimes doesn't clarify and answer questions.  Will not concede his point, even when a good counter-argument if brought up. 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He's a harsh grader (he expects too much), but he is very clear in what he wants and how he teaches.  Highly recommended.\",\"course_id\":\"MUSIC 121\",\"date\":\"2004-12-19 15:49:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e37bacc969f444558855cfa\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof Hyer is very knowledgable and is willing to help anyone. He is a very good teacher but a hard grader. The key to this class is to figure out the way he thinks about music and to try to mimic that in your writing. Once you do that you will have mastered the class. 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He's a harsh grader (he expects too much), but he is very clear in what he wants and how he teaches.  Highly recommended.\",\"course_id\":\"MUSIC 121\",\"date\":\"2004-12-19 15:49:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e37bacc969f444558855cfa\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof Hyer is very knowledgable and is willing to help anyone. He is a very good teacher but a hard grader. The key to this class is to figure out the way he thinks about music and to try to mimic that in your writing. Once you do that you will have mastered the class. 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He's a harsh grader (he expects too much), but he is very clear in what he wants and how he teaches.  Highly recommended.\",\"course_id\":\"MUSIC 121\",\"date\":\"2004-12-19 15:49:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e37bacc969f444558855cfa\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Nice guy, but it's impossible to know what he wants on papers.He dismisses topics he doesn't agree with and sometimes doesn't clarify and answer questions.  Will not concede his point, even when a good counter-argument if brought up. Don't take it if you don't need to!\",\"course_id\":\"MUSIC 121\",\"date\":\"2009-04-11 00:11:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a79f21f91f87167a7b7b3fec\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NjM2MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Stay away from this class if you can. The material taught in this class is useless and the assignments and papers a big waste of time. If you have a chance to go to another music school do it. 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He's a harsh grader (he expects too much), but he is very clear in what he wants and how he teaches.  Highly recommended.\",\"course_id\":\"MUSIC 121\",\"date\":\"2004-12-19 15:49:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e37bacc969f444558855cfa\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof Hyer is very knowledgable and is willing to help anyone. He is a very good teacher but a hard grader. The key to this class is to figure out the way he thinks about music and to try to mimic that in your writing. Once you do that you will have mastered the class. 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In terms of knowledge, you can't get much better than him. The downside is that he tends to think that if you don't agree with him, you're wrong. Not in a derogatory way or anything, but he thinks his analysis is right, and pretty much anything else isn't.\",\"course_id\":\"MUSIC 121\",\"date\":\"2010-11-21 12:09:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"88564ea6712c925d49026b84\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3ODAwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof. Hyer is a nice man who is very knowledgeable and well-respected in the music theory world.  However, the subjects taught in this class are not revelant to actual music performance.  Additionally, the professor assigns grades on an extremely arbitrary basis; once he forms an opinion of you, your grade will be what he wants it to be.\",\"course_id\":\"MUSIC 121\",\"date\":\"2011-05-20 19:56:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7174d1093c048390af02df7a\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE4NjQyMzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"You really have to know basic theory before taking this- all the basics, including the ability to sing basic melodies, and hear a lot of things with accuracy,is assumed. It's a tough learning curve at the beginning if you have no previous theory experience. Lectures are extremely helpful- he practically gives you the answers/ what he's looking for.\",\"course_id\":\"MUSIC 121\",\"date\":\"2012-01-10 00:28:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"20fb746afdb0265dca3f4367\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NzAwNDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"}],\"evidence_count\":8,\"review_ids\":[\"2e37bacc969f444558855cfa\",\"90b90edb214d5118413a42cd\",\"a79f21f91f87167a7b7b3fec\",\"374318d849643d306aaf0f2b\",\"5d87d83436e573d4b4044f7e\",\"88564ea6712c925d49026b84\",\"7174d1093c048390af02df7a\",\"20fb746afdb0265dca3f4367\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:167020\",\"name\":\"Brian Hyer\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"The professor is widely regarded as extremely knowledgeable and helpful, but his rigid teaching style and arbitrary grading create a polarized student experience.\"}]}","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_ab5647b2efd6589bc4f4be9a","course_id":"MUSIC 121","catalog_version_id":"5a26f2528491ba04a723d51a46a50c747aa31a35aa4d7dcbd09326ee8a91e3a7","record_version_id":"e131fa508023af8c0a6b8e977bfd9d72a5454ef02c759f3ad71b405e3f6e2072","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"9fd31f1c2a6948ca7027d8fa275acd0bf3598f9afc30eeb50d4f6659d3d6b193","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"e47fb4f867160e6e98b8282d138e22dac7441f374682e38021aff2b6240d5e1e\",\"course_id\":\"MUSIC 121\",\"current_instructors\":[{\"instructor_uid\":\"instructor_19bfc7163ac5306183e750f1\",\"message\":\"No course-specific reviews 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(n=92 letter grades); Fall 2025: 3.62 GPA, 85.9% A/AB (n=64 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"RUKA SHIRONISHI is recorded teaching in 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_ab5647b2efd6589bc4f4be9a","course_id":"MUSIC 121","catalog_version_id":"5a26f2528491ba04a723d51a46a50c747aa31a35aa4d7dcbd09326ee8a91e3a7","record_version_id":"e131fa508023af8c0a6b8e977bfd9d72a5454ef02c759f3ad71b405e3f6e2072","job_id":"enrich-a3cb0aa05223adab939cac3a","output_id":"9947a3943a06bfbba99f9c60cb7be9e12ac3da51803c568c02b9fcb34656df2f","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Declared in Music, Music: Performance or Music: Education\",\"course\":null,\"evidence\":\"Declared in Music, Music: Performance or Music: Education\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"The requirements text specifies program declarations rather than specific course prerequisites. 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He's a harsh grader (he expects too much), but he is very clear in what he wants and how he teaches.  Highly recommended.\",\"course_id\":\"MUSIC 121\",\"date\":\"2004-12-19 15:49:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e37bacc969f444558855cfa\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof Hyer is very knowledgable and is willing to help anyone. He is a very good teacher but a hard grader. The key to this class is to figure out the way he thinks about music and to try to mimic that in your writing. Once you do that you will have mastered the class. I am still working at it.\",\"course_id\":\"MUSIC 121\",\"date\":\"2006-12-14 00:55:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"90b90edb214d5118413a42cd\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEyNTk5NjU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Nice guy, but it's impossible to know what he wants on papers.He dismisses topics he doesn't agree with and sometimes doesn't clarify and answer questions.  Will not concede his point, even when a good counter-argument if brought up. Don't take it if you don't need to!\",\"course_id\":\"MUSIC 121\",\"date\":\"2009-04-11 00:11:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a79f21f91f87167a7b7b3fec\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NjM2MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"You really have to know basic theory before taking this- all the basics, including the ability to sing basic melodies, and hear a lot of things with accuracy,is assumed. It's a tough learning curve at the beginning if you have no previous theory experience. Lectures are extremely helpful- he practically gives you the answers/ what he's looking for.\",\"course_id\":\"MUSIC 121\",\"date\":\"2012-01-10 00:28:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"20fb746afdb0265dca3f4367\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NzAwNDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"}],\"evidence_count\":4,\"review_ids\":[\"2e37bacc969f444558855cfa\",\"90b90edb214d5118413a42cd\",\"a79f21f91f87167a7b7b3fec\",\"20fb746afdb0265dca3f4367\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:167020\",\"name\":\"Brian Hyer\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"Students have mixed feelings about clarity; some find him very clear and helpful, while others feel his expectations are arbitrary or impossible to discern.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"I really enjoy his teaching.  He's a harsh grader (he expects too much), but he is very clear in what he wants and how he teaches.  Highly recommended.\",\"course_id\":\"MUSIC 121\",\"date\":\"2004-12-19 15:49:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e37bacc969f444558855cfa\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Nice guy, but it's impossible to know what he wants on papers.He dismisses topics he doesn't agree with and sometimes doesn't clarify and answer questions.  Will not concede his point, even when a good counter-argument if brought up. Don't take it if you don't need to!\",\"course_id\":\"MUSIC 121\",\"date\":\"2009-04-11 00:11:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a79f21f91f87167a7b7b3fec\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NjM2MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Stay away from this class if you can. The material taught in this class is useless and the assignments and papers a big waste of time. If you have a chance to go to another music school do it. This class will put you at a disadvantage for the future.\",\"course_id\":\"MUSIC 121\",\"date\":\"2010-05-12 14:42:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"374318d849643d306aaf0f2b\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE3MTg0MTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof. Hyer is a nice man who is very knowledgeable and well-respected in the music theory world.  However, the subjects taught in this class are not revelant to actual music performance.  Additionally, the professor assigns grades on an extremely arbitrary basis; once he forms an opinion of you, your grade will be what he wants it to be.\",\"course_id\":\"MUSIC 121\",\"date\":\"2011-05-20 19:56:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7174d1093c048390af02df7a\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE4NjQyMzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"}],\"evidence_count\":4,\"review_ids\":[\"2e37bacc969f444558855cfa\",\"a79f21f91f87167a7b7b3fec\",\"374318d849643d306aaf0f2b\",\"7174d1093c048390af02df7a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:167020\",\"name\":\"Brian Hyer\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2004\"},\"sentiment\":\"negative\",\"summary\":\"Grading is frequently described as harsh, arbitrary, and based on the professor's personal opinions rather than objective criteria.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I really enjoy his teaching.  He's a harsh grader (he expects too much), but he is very clear in what he wants and how he teaches.  Highly recommended.\",\"course_id\":\"MUSIC 121\",\"date\":\"2004-12-19 15:49:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e37bacc969f444558855cfa\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof Hyer is very knowledgable and is willing to help anyone. He is a very good teacher but a hard grader. The key to this class is to figure out the way he thinks about music and to try to mimic that in your writing. Once you do that you will have mastered the class. I am still working at it.\",\"course_id\":\"MUSIC 121\",\"date\":\"2006-12-14 00:55:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"90b90edb214d5118413a42cd\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEyNTk5NjU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Nice guy, but it's impossible to know what he wants on papers.He dismisses topics he doesn't agree with and sometimes doesn't clarify and answer questions.  Will not concede his point, even when a good counter-argument if brought up. Don't take it if you don't need to!\",\"course_id\":\"MUSIC 121\",\"date\":\"2009-04-11 00:11:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a79f21f91f87167a7b7b3fec\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NjM2MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Stay away from this class if you can. The material taught in this class is useless and the assignments and papers a big waste of time. If you have a chance to go to another music school do it. This class will put you at a disadvantage for the future.\",\"course_id\":\"MUSIC 121\",\"date\":\"2010-05-12 14:42:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"374318d849643d306aaf0f2b\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE3MTg0MTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"A helpful and thoughtful man.  If you don't understand something, he will explain it to you effectively.  Extremely knowledeable musician.\",\"course_id\":\"MUSIC 121\",\"date\":\"2010-10-25 21:45:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5d87d83436e573d4b4044f7e\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE3NjkxNjkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Professor Hyer really knows his stuff. In terms of knowledge, you can't get much better than him. The downside is that he tends to think that if you don't agree with him, you're wrong. Not in a derogatory way or anything, but he thinks his analysis is right, and pretty much anything else isn't.\",\"course_id\":\"MUSIC 121\",\"date\":\"2010-11-21 12:09:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"88564ea6712c925d49026b84\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3ODAwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof. Hyer is a nice man who is very knowledgeable and well-respected in the music theory world.  However, the subjects taught in this class are not revelant to actual music performance.  Additionally, the professor assigns grades on an extremely arbitrary basis; once he forms an opinion of you, your grade will be what he wants it to be.\",\"course_id\":\"MUSIC 121\",\"date\":\"2011-05-20 19:56:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7174d1093c048390af02df7a\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE4NjQyMzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"You really have to know basic theory before taking this- all the basics, including the ability to sing basic melodies, and hear a lot of things with accuracy,is assumed. It's a tough learning curve at the beginning if you have no previous theory experience. Lectures are extremely helpful- he practically gives you the answers/ what he's looking for.\",\"course_id\":\"MUSIC 121\",\"date\":\"2012-01-10 00:28:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"20fb746afdb0265dca3f4367\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NzAwNDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"}],\"evidence_count\":8,\"review_ids\":[\"2e37bacc969f444558855cfa\",\"90b90edb214d5118413a42cd\",\"a79f21f91f87167a7b7b3fec\",\"374318d849643d306aaf0f2b\",\"5d87d83436e573d4b4044f7e\",\"88564ea6712c925d49026b84\",\"7174d1093c048390af02df7a\",\"20fb746afdb0265dca3f4367\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:167020\",\"name\":\"Brian Hyer\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"The professor is widely regarded as extremely knowledgeable and helpful, but his rigid teaching style and arbitrary grading create a polarized student experience.\"}]}","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_ab5647b2efd6589bc4f4be9a","course_id":"MUSIC 121","catalog_version_id":"5a26f2528491ba04a723d51a46a50c747aa31a35aa4d7dcbd09326ee8a91e3a7","record_version_id":"e131fa508023af8c0a6b8e977bfd9d72a5454ef02c759f3ad71b405e3f6e2072","job_id":"enrich-a3cb0aa05223adab939cac3a","output_id":"9947a3943a06bfbba99f9c60cb7be9e12ac3da51803c568c02b9fcb34656df2f","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"e47fb4f867160e6e98b8282d138e22dac7441f374682e38021aff2b6240d5e1e\",\"course_id\":\"MUSIC 121\",\"current_instructors\":[{\"instructor_uid\":\"instructor_19bfc7163ac5306183e750f1\",\"message\":\"No course-specific reviews available\",\"name\":\"Ruka Shironishi\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.83 GPA, 89.1% A/AB (n=92 letter grades); Fall 2025: 3.62 GPA, 85.9% A/AB (n=64 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2009-04-11 00:11:04 +0000 UTC\",\"review_id\":\"a79f21f91f87167a7b7b3fec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE1NjM2MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2010-05-12 14:42:09 +0000 UTC\",\"review_id\":\"374318d849643d306aaf0f2b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE3MTg0MTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2012-01-10 00:28:04 +0000 UTC\",\"review_id\":\"20fb746afdb0265dca3f4367\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE5NzAwNDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"}],\"text\":\"Historical reviews of Brian Hyer: The course assumes strong prior theory knowledge, including melodic singing and accurate ear training, creating a steep learning curve. Some reviewers found the assignments and papers to be a significant time commitment or a waste of time.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2004-12-19 15:49:07 +0000 UTC\",\"review_id\":\"2e37bacc969f444558855cfa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2006-12-14 00:55:05 +0000 UTC\",\"review_id\":\"90b90edb214d5118413a42cd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTEyNTk5NjU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2009-04-11 00:11:04 +0000 UTC\",\"review_id\":\"a79f21f91f87167a7b7b3fec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE1NjM2MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2010-05-12 14:42:09 +0000 UTC\",\"review_id\":\"374318d849643d306aaf0f2b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE3MTg0MTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2010-10-25 21:45:36 +0000 UTC\",\"review_id\":\"5d87d83436e573d4b4044f7e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE3NjkxNjkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2010-11-21 12:09:44 +0000 UTC\",\"review_id\":\"88564ea6712c925d49026b84\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE3ODAwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2011-05-20 19:56:13 +0000 UTC\",\"review_id\":\"7174d1093c048390af02df7a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE4NjQyMzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2012-01-10 00:28:04 +0000 UTC\",\"review_id\":\"20fb746afdb0265dca3f4367\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE5NzAwNDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"}],\"text\":\"Historical reviews of Brian Hyer: Brian Hyer is described as highly knowledgeable and helpful, with clear lectures that outline expectations. However, reviewers disagree on grading and flexibility; some find him a harsh grader who expects students to mimic his specific thinking, while others report arbitrary grading and an unwillingness to consider counter-arguments.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2004-12-19 15:49:07 +0000 UTC\",\"review_id\":\"2e37bacc969f444558855cfa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2006-12-14 00:55:05 +0000 UTC\",\"review_id\":\"90b90edb214d5118413a42cd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTEyNTk5NjU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2009-04-11 00:11:04 +0000 UTC\",\"review_id\":\"a79f21f91f87167a7b7b3fec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE1NjM2MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2010-05-12 14:42:09 +0000 UTC\",\"review_id\":\"374318d849643d306aaf0f2b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE3MTg0MTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2010-10-25 21:45:36 +0000 UTC\",\"review_id\":\"5d87d83436e573d4b4044f7e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE3NjkxNjkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2010-11-21 12:09:44 +0000 UTC\",\"review_id\":\"88564ea6712c925d49026b84\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE3ODAwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2011-05-20 19:56:13 +0000 UTC\",\"review_id\":\"7174d1093c048390af02df7a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE4NjQyMzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2012-01-10 00:28:04 +0000 UTC\",\"review_id\":\"20fb746afdb0265dca3f4367\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE5NzAwNDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"}],\"text\":\"Ruka Shironishi instructs this course. Historical reviews for Brian Hyer describe him as highly knowledgeable and clear, though some students found his grading harsh or arbitrary.\"},{\"citations\":[{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.73 GPA, 83.8% A/AB (n=80 letter grades); Fall 2024: 3.83 GPA, 89.1% A/AB (n=92 letter grades); Fall 2025: 3.62 GPA, 85.9% A/AB (n=64 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2006-12-14 00:55:05 +0000 UTC\",\"review_id\":\"90b90edb214d5118413a42cd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTEyNTk5NjU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2010-11-21 12:09:44 +0000 UTC\",\"review_id\":\"88564ea6712c925d49026b84\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE3ODAwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2011-05-20 19:56:13 +0000 UTC\",\"review_id\":\"7174d1093c048390af02df7a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE4NjQyMzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"}],\"text\":\"Historical reviews of Brian Hyer: Students report that success requires mimicking the instructor's specific analytical perspective. However, some found it difficult to navigate grading criteria, noting that the professor could be dismissive of counter-arguments or assign grades based on personal opinion.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"RUKA SHIRONISHI is recorded teaching in Fall 2024, Fall 2025. 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He's a harsh grader (he expects too much), but he is very clear in what he wants and how he teaches.  Highly recommended.\",\"course_id\":\"MUSIC 121\",\"date\":\"2004-12-19 15:49:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e37bacc969f444558855cfa\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof Hyer is very knowledgable and is willing to help anyone. He is a very good teacher but a hard grader. The key to this class is to figure out the way he thinks about music and to try to mimic that in your writing. Once you do that you will have mastered the class. 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Don't take it if you don't need to!\",\"course_id\":\"MUSIC 121\",\"date\":\"2009-04-11 00:11:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a79f21f91f87167a7b7b3fec\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NjM2MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"You really have to know basic theory before taking this- all the basics, including the ability to sing basic melodies, and hear a lot of things with accuracy,is assumed. It's a tough learning curve at the beginning if you have no previous theory experience. Lectures are extremely helpful- he practically gives you the answers/ what he's looking for.\",\"course_id\":\"MUSIC 121\",\"date\":\"2012-01-10 00:28:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"20fb746afdb0265dca3f4367\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NzAwNDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"}],\"evidence_count\":4,\"review_ids\":[\"2e37bacc969f444558855cfa\",\"90b90edb214d5118413a42cd\",\"a79f21f91f87167a7b7b3fec\",\"20fb746afdb0265dca3f4367\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:167020\",\"name\":\"Brian Hyer\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"Students have mixed feelings about clarity; some find him very clear and helpful, while others feel his expectations are arbitrary or impossible to discern.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"I really enjoy his teaching.  He's a harsh grader (he expects too much), but he is very clear in what he wants and how he teaches.  Highly recommended.\",\"course_id\":\"MUSIC 121\",\"date\":\"2004-12-19 15:49:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e37bacc969f444558855cfa\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Nice guy, but it's impossible to know what he wants on papers.He dismisses topics he doesn't agree with and sometimes doesn't clarify and answer questions.  Will not concede his point, even when a good counter-argument if brought up. Don't take it if you don't need to!\",\"course_id\":\"MUSIC 121\",\"date\":\"2009-04-11 00:11:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a79f21f91f87167a7b7b3fec\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NjM2MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Stay away from this class if you can. The material taught in this class is useless and the assignments and papers a big waste of time. If you have a chance to go to another music school do it. This class will put you at a disadvantage for the future.\",\"course_id\":\"MUSIC 121\",\"date\":\"2010-05-12 14:42:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"374318d849643d306aaf0f2b\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE3MTg0MTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof. Hyer is a nice man who is very knowledgeable and well-respected in the music theory world.  However, the subjects taught in this class are not revelant to actual music performance.  Additionally, the professor assigns grades on an extremely arbitrary basis; once he forms an opinion of you, your grade will be what he wants it to be.\",\"course_id\":\"MUSIC 121\",\"date\":\"2011-05-20 19:56:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7174d1093c048390af02df7a\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE4NjQyMzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"}],\"evidence_count\":4,\"review_ids\":[\"2e37bacc969f444558855cfa\",\"a79f21f91f87167a7b7b3fec\",\"374318d849643d306aaf0f2b\",\"7174d1093c048390af02df7a\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:167020\",\"name\":\"Brian Hyer\"}],\"review_year_end\":\"2011\",\"review_year_start\":\"2004\"},\"sentiment\":\"negative\",\"summary\":\"Grading is frequently described as harsh, arbitrary, and based on the professor's personal opinions rather than objective criteria.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"I really enjoy his teaching.  He's a harsh grader (he expects too much), but he is very clear in what he wants and how he teaches.  Highly recommended.\",\"course_id\":\"MUSIC 121\",\"date\":\"2004-12-19 15:49:07 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e37bacc969f444558855cfa\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof Hyer is very knowledgable and is willing to help anyone. He is a very good teacher but a hard grader. The key to this class is to figure out the way he thinks about music and to try to mimic that in your writing. Once you do that you will have mastered the class. I am still working at it.\",\"course_id\":\"MUSIC 121\",\"date\":\"2006-12-14 00:55:05 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"90b90edb214d5118413a42cd\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTEyNTk5NjU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Nice guy, but it's impossible to know what he wants on papers.He dismisses topics he doesn't agree with and sometimes doesn't clarify and answer questions.  Will not concede his point, even when a good counter-argument if brought up. Don't take it if you don't need to!\",\"course_id\":\"MUSIC 121\",\"date\":\"2009-04-11 00:11:04 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"a79f21f91f87167a7b7b3fec\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTE1NjM2MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Stay away from this class if you can. The material taught in this class is useless and the assignments and papers a big waste of time. If you have a chance to go to another music school do it. This class will put you at a disadvantage for the future.\",\"course_id\":\"MUSIC 121\",\"date\":\"2010-05-12 14:42:09 +0000 UTC\",\"difficulty_rating\":5,\"id\":\"374318d849643d306aaf0f2b\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTE3MTg0MTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"A helpful and thoughtful man.  If you don't understand something, he will explain it to you effectively.  Extremely knowledeable musician.\",\"course_id\":\"MUSIC 121\",\"date\":\"2010-10-25 21:45:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"5d87d83436e573d4b4044f7e\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE3NjkxNjkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Professor Hyer really knows his stuff. In terms of knowledge, you can't get much better than him. The downside is that he tends to think that if you don't agree with him, you're wrong. Not in a derogatory way or anything, but he thinks his analysis is right, and pretty much anything else isn't.\",\"course_id\":\"MUSIC 121\",\"date\":\"2010-11-21 12:09:44 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"88564ea6712c925d49026b84\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTE3ODAwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"Prof. Hyer is a nice man who is very knowledgeable and well-respected in the music theory world.  However, the subjects taught in this class are not revelant to actual music performance.  Additionally, the professor assigns grades on an extremely arbitrary basis; once he forms an opinion of you, your grade will be what he wants it to be.\",\"course_id\":\"MUSIC 121\",\"date\":\"2011-05-20 19:56:13 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7174d1093c048390af02df7a\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTE4NjQyMzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"},{\"comment\":\"You really have to know basic theory before taking this- all the basics, including the ability to sing basic melodies, and hear a lot of things with accuracy,is assumed. It's a tough learning curve at the beginning if you have no previous theory experience. Lectures are extremely helpful- he practically gives you the answers/ what he's looking for.\",\"course_id\":\"MUSIC 121\",\"date\":\"2012-01-10 00:28:04 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"20fb746afdb0265dca3f4367\",\"instructor_id\":\"rmp:167020\",\"instructor_name\":\"Brian Hyer\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTE5NzAwNDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\"}],\"evidence_count\":8,\"review_ids\":[\"2e37bacc969f444558855cfa\",\"90b90edb214d5118413a42cd\",\"a79f21f91f87167a7b7b3fec\",\"374318d849643d306aaf0f2b\",\"5d87d83436e573d4b4044f7e\",\"88564ea6712c925d49026b84\",\"7174d1093c048390af02df7a\",\"20fb746afdb0265dca3f4367\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:167020\",\"name\":\"Brian Hyer\"}],\"review_year_end\":\"2012\",\"review_year_start\":\"2004\"},\"sentiment\":\"mixed\",\"summary\":\"The professor is widely regarded as extremely knowledgeable and helpful, but his rigid teaching style and arbitrary grading create a polarized student experience.\"}]}","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_ab5647b2efd6589bc4f4be9a","course_id":"MUSIC 121","catalog_version_id":"5a26f2528491ba04a723d51a46a50c747aa31a35aa4d7dcbd09326ee8a91e3a7","record_version_id":"e131fa508023af8c0a6b8e977bfd9d72a5454ef02c759f3ad71b405e3f6e2072","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"0450a2052b819d13cfc82a7c6223ad62311288e218a28aaa6aa41a85e5330c04","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"e47fb4f867160e6e98b8282d138e22dac7441f374682e38021aff2b6240d5e1e\",\"course_id\":\"MUSIC 121\",\"current_instructors\":[{\"instructor_uid\":\"instructor_19bfc7163ac5306183e750f1\",\"message\":\"No course-specific reviews available\",\"name\":\"Ruka Shironishi\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[{\"citations\":[{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2024: 3.83 GPA, 89.1% A/AB (n=92 letter grades); Fall 2025: 3.62 GPA, 85.9% A/AB (n=64 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"UnexpectedModelBehavior: Exceeded maximum output retries (2)\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2004-12-19 15:49:07 +0000 UTC\",\"review_id\":\"2e37bacc969f444558855cfa\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTMwNzM0NzQ=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2006-12-14 00:55:05 +0000 UTC\",\"review_id\":\"90b90edb214d5118413a42cd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTEyNTk5NjU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2009-04-11 00:11:04 +0000 UTC\",\"review_id\":\"a79f21f91f87167a7b7b3fec\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE1NjM2MTkw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2010-05-12 14:42:09 +0000 UTC\",\"review_id\":\"374318d849643d306aaf0f2b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE3MTg0MTYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2010-10-25 21:45:36 +0000 UTC\",\"review_id\":\"5d87d83436e573d4b4044f7e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE3NjkxNjkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2010-11-21 12:09:44 +0000 UTC\",\"review_id\":\"88564ea6712c925d49026b84\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE3ODAwMTYw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2011-05-20 19:56:13 +0000 UTC\",\"review_id\":\"7174d1093c048390af02df7a\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE4NjQyMzMz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"},{\"instructor_name\":\"Brian Hyer\",\"review_date\":\"2012-01-10 00:28:04 +0000 UTC\",\"review_id\":\"20fb746afdb0265dca3f4367\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:167020\",\"source_review_id\":\"UmF0aW5nLTE5NzAwNDMw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/167020\",\"type\":\"review\"}],\"text\":\"Historical reviews of Brian Hyer: Brian Hyer is described as highly knowledgeable and helpful, with clear lectures that outline expectations. However, reviewers disagree on grading and flexibility; some find him a harsh grader who expects students to mimic his specific thinking, while others report arbitrary grading and an unwillingness to consider counter-arguments.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.73 GPA, 83.8% A/AB (n=80 letter grades); Fall 2024: 3.83 GPA, 89.1% A/AB (n=92 letter grades); Fall 2025: 3.62 GPA, 85.9% A/AB (n=64 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1072\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 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Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"MUSIC 121\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"source_record\":{\"entity_id\":\"705c01b1-f920-326a-87db-20e48f01e9bf\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"RUKA SHIRONISHI is recorded teaching in 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\": \"overview\", \"instructor_uid\": null, \"error\": \"UnexpectedModelBehavior: Exceeded maximum output retries (2)\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]