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Interesting.\",\"course_id\":\"ECE/ME 439\",\"date\":\"2016-12-17 17:12:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1ca475acee9841f0a9400f8e\",\"instructor_id\":\"rmp:2215832\",\"instructor_name\":\"Peter Adamczyk\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3NTQ3MTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\"},{\"comment\":\"Good class, exceptional teacher.\",\"course_id\":\"ECE/ME 439\",\"date\":\"2016-12-23 19:20:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d16a0744f5c794c0ce87418b\",\"instructor_id\":\"rmp:2215832\",\"instructor_name\":\"Peter Adamczyk\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3NjEzOTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\"},{\"comment\":\"Dr. Adamczyk was a great professor and caring overall. However, his class, ME 439, was extremely disorganized although its content was a lot of fun. I think it would have been easier for me if I had mastered Linux and ROS before taking this course. 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Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"professor\", \"instructor_uid\": \"instructor_561adca534f433c99b5b2836\", \"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_3e76f42476ef5e31cd0ae175","course_id":"ECE/ME 439","catalog_version_id":"1e3c25d5e2c936359661c8ceb71cdd1807fd0b257826ec0c4fd581076fcaf1eb","record_version_id":"36200fbb69dc89bdcb61767d365df88ada956166a2a7bde24523125d65654bb7","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e17f1802abcc3b5bf8478cca0d8f8861fc99fb66b80fa9815ebb6c1d5e142ed5","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Senior standing or member of Engineering Guest Students\",\"course\":null,\"evidence\":\"Senior standing or member of Engineering Guest Students\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_3e76f42476ef5e31cd0ae175","course_id":"ECE/ME 439","catalog_version_id":"1e3c25d5e2c936359661c8ceb71cdd1807fd0b257826ec0c4fd581076fcaf1eb","record_version_id":"36200fbb69dc89bdcb61767d365df88ada956166a2a7bde24523125d65654bb7","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e17f1802abcc3b5bf8478cca0d8f8861fc99fb66b80fa9815ebb6c1d5e142ed5","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"ECE/ME 439\",\"field\":\"description\",\"quote\":\"Students are expected to have familiarity with a high level programming language such as Python (recommended), MATLAB, Java or Julia.\"}],\"text\":\"Familiarity with a high-level programming language (Python, MATLAB, Java, or Julia)\"}],\"search_phrases\":[\"robotics introduction\",\"robotic systems tools\",\"robotics programming Python\",\"hands-on robotics\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"ECE/ME 439\",\"field\":\"description\",\"quote\":\"Hands-on introduction to key concepts and tools underpinning robotic systems\"}],\"text\":\"Understanding robotic systems concepts and tools\"},{\"evidence\":[{\"course_id\":\"ECE/ME 439\",\"field\":\"description\",\"quote\":\"explore robotics for their own purposes\"}],\"text\":\"Exploring robotics for independent purposes\"}],\"summary\":{\"evidence\":[{\"course_id\":\"ECE/ME 439\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO ROBOTICS\"},{\"course_id\":\"ECE/ME 439\",\"field\":\"description\",\"quote\":\"Hands-on introduction to key concepts and tools underpinning robotic systems in use and development today.\"}],\"text\":\"Introduction to Robotics provides a hands-on overview of key concepts and tools for understanding and developing robotic systems.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"ECE/ME 439\",\"field\":\"description\",\"quote\":\"key concepts and tools underpinning robotic systems\"}],\"text\":\"Robotic systems concepts and tools\"}]}","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_3e76f42476ef5e31cd0ae175","course_id":"ECE/ME 439","catalog_version_id":"1e3c25d5e2c936359661c8ceb71cdd1807fd0b257826ec0c4fd581076fcaf1eb","record_version_id":"36200fbb69dc89bdcb61767d365df88ada956166a2a7bde24523125d65654bb7","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e17f1802abcc3b5bf8478cca0d8f8861fc99fb66b80fa9815ebb6c1d5e142ed5","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Dr. Adamczyk was a great professor and caring overall. However, his class, ME 439, was extremely disorganized although its content was a lot of fun. I think it would have been easier for me if I had mastered Linux and ROS before taking this course. So again, the class was a lot of fun but it needs a lot of improvement organization-wise.\",\"course_id\":\"ECE/ME 439\",\"date\":\"2024-01-23 05:06:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7a4797dfed8504e5d656124c\",\"instructor_id\":\"rmp:2215832\",\"instructor_name\":\"Peter Adamczyk\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4OTE0MzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\"},{\"comment\":\"Good prof, but the way this class is set up is poor. You don't really get that great of a feel of the code from the classwork, but the mechanics is also not emphasized. If you want to learn the topic, the effort must come from you, OUTSIDE class. But still fun.\",\"course_id\":\"ECE/ME 439\",\"date\":\"2023-01-22 22:51:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"58002eaa814a0a6671587c35\",\"instructor_id\":\"rmp:2215832\",\"instructor_name\":\"Peter Adamczyk\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3MzY1ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\"}],\"evidence_count\":2,\"review_ids\":[\"7a4797dfed8504e5d656124c\",\"58002eaa814a0a6671587c35\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2215832\",\"name\":\"Peter Adamczyk\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2023\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor is caring and accessible, but the course organization is described as extremely disorganized and poor.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"This was the professor's first time teaching the course; some hiccups but only due to the experimentation and calibration of a first time course. One of the most accessible professors, very receptive to feedback and requests, devoted to giving student's the most useful possible experience.  Broad spectrum of knowledge and activities. Interesting.\",\"course_id\":\"ECE/ME 439\",\"date\":\"2016-12-17 17:12:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"1ca475acee9841f0a9400f8e\",\"instructor_id\":\"rmp:2215832\",\"instructor_name\":\"Peter Adamczyk\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3NTQ3MTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\"},{\"comment\":\"Good class, exceptional teacher.\",\"course_id\":\"ECE/ME 439\",\"date\":\"2016-12-23 19:20:36 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"d16a0744f5c794c0ce87418b\",\"instructor_id\":\"rmp:2215832\",\"instructor_name\":\"Peter Adamczyk\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI3NjEzOTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\"},{\"comment\":\"Dr. Adamczyk was a great professor and caring overall. However, his class, ME 439, was extremely disorganized although its content was a lot of fun. I think it would have been easier for me if I had mastered Linux and ROS before taking this course. So again, the class was a lot of fun but it needs a lot of improvement organization-wise.\",\"course_id\":\"ECE/ME 439\",\"date\":\"2024-01-23 05:06:29 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7a4797dfed8504e5d656124c\",\"instructor_id\":\"rmp:2215832\",\"instructor_name\":\"Peter Adamczyk\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM4OTE0MzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\"}],\"evidence_count\":3,\"review_ids\":[\"1ca475acee9841f0a9400f8e\",\"d16a0744f5c794c0ce87418b\",\"7a4797dfed8504e5d656124c\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2215832\",\"name\":\"Peter Adamczyk\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2016\"},\"sentiment\":\"positive\",\"summary\":\"Students find the professor exceptional, fun, and devoted to student experience, despite organizational issues.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Good prof, but the way this class is set up is poor. You don't really get that great of a feel of the code from the classwork, but the mechanics is also not emphasized. If you want to learn the topic, the effort must come from you, OUTSIDE class. But still fun.\",\"course_id\":\"ECE/ME 439\",\"date\":\"2023-01-22 22:51:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"58002eaa814a0a6671587c35\",\"instructor_id\":\"rmp:2215832\",\"instructor_name\":\"Peter Adamczyk\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM3MzY1ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\"}],\"evidence_count\":1,\"review_ids\":[\"58002eaa814a0a6671587c35\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2215832\",\"name\":\"Peter Adamczyk\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2023\"},\"sentiment\":\"negative\",\"summary\":\"The class setup is poor; students must put in significant effort outside of class to truly learn the topic.\"}]}","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_3e76f42476ef5e31cd0ae175","course_id":"ECE/ME 439","catalog_version_id":"1e3c25d5e2c936359661c8ceb71cdd1807fd0b257826ec0c4fd581076fcaf1eb","record_version_id":"36200fbb69dc89bdcb61767d365df88ada956166a2a7bde24523125d65654bb7","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"e17f1802abcc3b5bf8478cca0d8f8861fc99fb66b80fa9815ebb6c1d5e142ed5","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"149a52c9cce4e0f99fd2389374914c2637f17afdbd92d03ea6f15499869de1cf\",\"course_id\":\"ECE/ME 439\",\"current_instructors\":[{\"instructor_uid\":\"instructor_561adca534f433c99b5b2836\",\"message\":null,\"name\":\"Peter Adamczyk\",\"review_status\":\"supported\",\"rmp_instructor_id\":\"rmp:2215832\",\"summary\":[{\"citations\":[{\"instructor_name\":\"Peter Adamczyk\",\"review_date\":\"2016-12-17 17:12:24 +0000 UTC\",\"review_id\":\"1ca475acee9841f0a9400f8e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2215832\",\"source_review_id\":\"UmF0aW5nLTI3NTQ3MTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\",\"type\":\"review\"},{\"instructor_name\":\"Peter Adamczyk\",\"review_date\":\"2016-12-23 19:20:36 +0000 UTC\",\"review_id\":\"d16a0744f5c794c0ce87418b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2215832\",\"source_review_id\":\"UmF0aW5nLTI3NjEzOTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\",\"type\":\"review\"},{\"instructor_name\":\"Peter Adamczyk\",\"review_date\":\"2024-01-23 05:06:29 +0000 UTC\",\"review_id\":\"7a4797dfed8504e5d656124c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2215832\",\"source_review_id\":\"UmF0aW5nLTM4OTE0MzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\",\"type\":\"review\"}],\"text\":\"Peter Adamczyk is accessible, caring, and exceptional, offering fun content. However, reviews note the class is disorganized and poorly set up, requiring significant independent effort to learn the material.\"},{\"citations\":[{\"course_id\":\"ECE/ME 439\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"source_record\":{\"entity_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECE/ME 439\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"source_record\":{\"entity_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECE/ME 439\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"source_record\":{\"entity_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.39 GPA, 69.4% A/AB (n=72 letter grades); Fall 2024: 3.44 GPA, 75.0% A/AB (n=72 letter grades); Spring 2025: 3.71 GPA, 90.0% A/AB (n=80 letter grades). Includes jointly taught sections.\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Peter Adamczyk\",\"review_date\":\"2023-01-22 22:51:01 +0000 UTC\",\"review_id\":\"58002eaa814a0a6671587c35\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2215832\",\"source_review_id\":\"UmF0aW5nLTM3MzY1ODk1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\",\"type\":\"review\"}],\"text\":\"One reviewer states that learning the topic requires significant effort outside of class because the classwork does not provide a good feel for the code.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Peter Adamczyk\",\"review_date\":\"2016-12-17 17:12:24 +0000 UTC\",\"review_id\":\"1ca475acee9841f0a9400f8e\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2215832\",\"source_review_id\":\"UmF0aW5nLTI3NTQ3MTUy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\",\"type\":\"review\"},{\"instructor_name\":\"Peter Adamczyk\",\"review_date\":\"2016-12-23 19:20:36 +0000 UTC\",\"review_id\":\"d16a0744f5c794c0ce87418b\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2215832\",\"source_review_id\":\"UmF0aW5nLTI3NjEzOTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\",\"type\":\"review\"},{\"instructor_name\":\"Peter Adamczyk\",\"review_date\":\"2024-01-23 05:06:29 +0000 UTC\",\"review_id\":\"7a4797dfed8504e5d656124c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2215832\",\"source_review_id\":\"UmF0aW5nLTM4OTE0MzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\",\"type\":\"review\"}],\"text\":\"Peter Adamczyk is described as an accessible and caring teacher who makes the content fun, though one reviewer notes the class is extremely disorganized.\"},{\"citations\":[{\"course_id\":\"ECE/ME 439\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"ECE/ME 439\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"ECE/ME 439\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.39 GPA, 69.4% A/AB (n=72 letter grades); Fall 2024: 3.44 GPA, 75.0% A/AB (n=72 letter grades); Spring 2025: 3.71 GPA, 90.0% A/AB (n=80 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Peter Adamczyk\",\"review_date\":\"2024-01-23 05:06:29 +0000 UTC\",\"review_id\":\"7a4797dfed8504e5d656124c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2215832\",\"source_review_id\":\"UmF0aW5nLTM4OTE0MzU4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2215832\",\"type\":\"review\"}],\"text\":\"A student found the course extremely disorganized and suggested that mastering Linux and ROS beforehand would have made the experience easier.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"ECE/ME 439\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"source_record\":{\"entity_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"ECE/ME 439\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"source_record\":{\"entity_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"ECE/ME 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439\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"source_record\":{\"entity_id\":\"b08342ca-fea6-3b70-b04d-82cdcf2f6572\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"PETER ADAMCZYK is recorded teaching in Fall 2016, Fall 2017, Fall 2018, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Fall 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]