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I have taken every course she teaches just to have her as a professor as much as possible. She goes above and beyond to get to know her students. Kristy is an excellent resource for students looking for jobs and will help you connect with people she thinks can help you. Everyone should get the privilege of meeting her.\",\"course_id\":\"HDFS 650\",\"date\":\"2017-04-14 14:51:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef37a2122da23230c4a31734\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MDUxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"Professor Burkholder is by far my favorite instructor I have had in my four years. She is there as much more than just a professor, she wants all her students to do well in her class as well as in their lives and throughout their careers. TAKE HER CLASSES if you want to learn great life lessons.\",\"course_id\":\"HDFS 650\",\"date\":\"2018-04-06 00:35:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e901183112c97253158e165\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5NzUzMTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"She is an amazing professor. You can tell that she genuinely cares about her students, she remembers all of them and little details, and that she is passionate about that stuff that she is teaching. 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I have taken every course she teaches just to have her as a professor as much as possible. She goes above and beyond to get to know her students. Kristy is an excellent resource for students looking for jobs and will help you connect with people she thinks can help you. Everyone should get the privilege of meeting her.\",\"course_id\":\"HDFS 650\",\"date\":\"2017-04-14 14:51:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef37a2122da23230c4a31734\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MDUxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"Professor Burkholder is by far my favorite instructor I have had in my four years. She is there as much more than just a professor, she wants all her students to do well in her class as well as in their lives and throughout their careers. 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Reviewers highlight her extensive career support and ability to connect with students. While some find papers initially daunting, they report high grades with minimal effort, describing her as sweet and rewarding.\"},{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.94 GPA, 96.8% A/AB (n=31 letter grades); Fall 2025: 3.54 GPA, 70.4% A/AB (n=27 letter grades); Spring 2026: 3.86 GPA, 88.9% A/AB (n=18 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2019-05-14 23:11:50 +0000 UTC\",\"review_id\":\"800aaf6ca6f8ec69df789ca7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMxODczODkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2020-06-11 17:01:03 +0000 UTC\",\"review_id\":\"0b0849fd76a92891ba543ad3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"The workload is manageable, with papers described as not bad if students attend class, though one reviewer noted starting assignments late still resulted in high grades.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"David Riley\",\"review_date\":\"2013-01-02 21:03:28 +0000 UTC\",\"review_id\":\"af0f16d596fc218dde2671c5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1618818\",\"source_review_id\":\"UmF0aW5nLTIxMTk5MDE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1618818\",\"type\":\"review\"}],\"text\":\"Historical reviews for instructor David Riley describe a condescending and patronizing teaching style characterized by cultural insensitivity and gendered remarks. Reviewers report that he exhibits a passive-aggressive attitude and does not accept criticism or challenges to his ideas.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2017-04-14 14:51:07 +0000 UTC\",\"review_id\":\"ef37a2122da23230c4a31734\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI4MDUxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2018-04-06 00:35:04 +0000 UTC\",\"review_id\":\"2e901183112c97253158e165\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI5NzUzMTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2019-05-14 23:11:50 +0000 UTC\",\"review_id\":\"800aaf6ca6f8ec69df789ca7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMxODczODkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2020-06-11 17:01:03 +0000 UTC\",\"review_id\":\"0b0849fd76a92891ba543ad3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"Kristy Burkholder is consistently praised as an excellent, caring, and passionate instructor who genuinely supports student success and career development.\"},{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.94 GPA, 96.8% A/AB (n=31 letter grades); Fall 2025: 3.54 GPA, 70.4% A/AB (n=27 letter grades); Spring 2026: 3.86 GPA, 88.9% A/AB (n=18 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2017-04-14 14:51:07 +0000 UTC\",\"review_id\":\"ef37a2122da23230c4a31734\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI4MDUxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2018-04-06 00:35:04 +0000 UTC\",\"review_id\":\"2e901183112c97253158e165\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI5NzUzMTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2020-06-11 17:01:03 +0000 UTC\",\"review_id\":\"0b0849fd76a92891ba543ad3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"Students value her personal attention, career connections, and life lessons, describing her as sweet, flexible, and deeply invested in their well-being beyond academics.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"DAVID RILEY is recorded teaching in Spring 2007, Fall 2008, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KRISTY ANN BURKHOLDER is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. 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Understanding and flexible.\",\"course_id\":\"HDFS 650\",\"date\":\"2020-06-11 17:01:03 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"0b0849fd76a92891ba543ad3\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMzNDI3NzMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"}],\"evidence_count\":2,\"review_ids\":[\"800aaf6ca6f8ec69df789ca7\",\"0b0849fd76a92891ba543ad3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1073677\",\"name\":\"Kristy Burkholder\"}],\"review_year_end\":\"2020\",\"review_year_start\":\"2019\"},\"sentiment\":\"positive\",\"summary\":\"The workload is described as not bad at all, with some students noting that starting papers late still resulted in high grades, indicating a flexible and manageable workload.\"},{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"The most condescending, patronizing professor I've ever had. He's culturally insensitive, makes gendered remarks and has a very passive aggressive attitude. Does not take well to criticism and challenging his ideas.\",\"course_id\":\"HDFS 650\",\"date\":\"2013-01-02 21:03:28 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"af0f16d596fc218dde2671c5\",\"instructor_id\":\"rmp:1618818\",\"instructor_name\":\"David Riley\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTIxMTk5MDE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1618818\"}],\"evidence_count\":1,\"review_ids\":[\"af0f16d596fc218dde2671c5\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:1618818\",\"name\":\"David Riley\"}],\"review_year_end\":\"2013\",\"review_year_start\":\"2013\"},\"sentiment\":\"negative\",\"summary\":\"David Riley is described as condescending, patronizing, culturally insensitive, and passive-aggressive, making the learning environment difficult.\"}]}","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_e831b3ccc019624cb0424eb3","course_id":"HDFS 650","catalog_version_id":"ace2e25d6e856bd9e6d89b96376dd9fdaef2a8a2d09e25305fe4c5178ee57340","record_version_id":"42f48d7fd9a7c176caf71350d602782ee49255bcd57f1b6b0b73c3ba7a0912f8","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"ce0ec76397adc1a493fdb7999b7ed02d0e2bdc42ff85bc9d2b6b0961057626c6","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"3650b463f2dd11c2f118aa7f8fd563bdeb2760cf28905ad312fddfa063f0cabd\",\"course_id\":\"HDFS 650\",\"current_instructors\":[{\"instructor_uid\":\"instructor_a299da243a2bdacfdd694b68\",\"message\":\"Summary generation failed\",\"name\":\"Kristy Burkholder\",\"review_status\":\"generation_failed\",\"rmp_instructor_id\":\"rmp:1073677\",\"summary\":[{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.94 GPA, 96.8% A/AB (n=31 letter grades); Fall 2025: 3.54 GPA, 70.4% A/AB (n=27 letter grades); Spring 2026: 3.86 GPA, 88.9% A/AB (n=18 letter grades).\"}]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":\"instructor_a299da243a2bdacfdd694b68\",\"mode\":\"professor\"},{\"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\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.94 GPA, 96.8% A/AB (n=31 letter grades); Fall 2025: 3.54 GPA, 70.4% A/AB (n=27 letter grades); Spring 2026: 3.86 GPA, 88.9% A/AB (n=18 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"DAVID RILEY is recorded teaching in Spring 2007, Fall 2008, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"HDFS 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650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"HDFS 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650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KRISTY ANN BURKHOLDER is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. 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_a299da243a2bdacfdd694b68\", \"error\": \"ModelAPIError: Connection 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_e831b3ccc019624cb0424eb3","course_id":"HDFS 650","catalog_version_id":"ace2e25d6e856bd9e6d89b96376dd9fdaef2a8a2d09e25305fe4c5178ee57340","record_version_id":"42f48d7fd9a7c176caf71350d602782ee49255bcd57f1b6b0b73c3ba7a0912f8","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"0b2f8f51a8c62791a3bdc1028b0444b0b5fb3fe12519df0fdc039725d1c76fd1","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"HDFS 262(or HDFS 362 prior to Fall 2023),ED PSYCH 320, orPSYCH 460\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":262,\"minimum_grade\":null,\"subjects\":[\"HDFS\"],\"timing\":\"prior\"},\"evidence\":\"HDFS 262\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"EDPSYCH\"],\"timing\":\"prior\"},\"evidence\":\"ED PSYCH 320\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":460,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 460\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"HDFS 362 prior to Fall 2023\",\"course\":null,\"evidence\":\"HDFS 262(or HDFS 362 prior to Fall 2023),ED PSYCH 320, orPSYCH 460\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[\"HDFS 362 is mentioned in requirements_text but is not in linked_courses; treated as a verbatim condition leaf requiring review.\"],\"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_e831b3ccc019624cb0424eb3","course_id":"HDFS 650","catalog_version_id":"ace2e25d6e856bd9e6d89b96376dd9fdaef2a8a2d09e25305fe4c5178ee57340","record_version_id":"42f48d7fd9a7c176caf71350d602782ee49255bcd57f1b6b0b73c3ba7a0912f8","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"0b2f8f51a8c62791a3bdc1028b0444b0b5fb3fe12519df0fdc039725d1c76fd1","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"HDFS 262\",\"field\":\"description\",\"quote\":\"A basic foundation for understanding development from conception through middle childhood. 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I have taken every course she teaches just to have her as a professor as much as possible. She goes above and beyond to get to know her students. Kristy is an excellent resource for students looking for jobs and will help you connect with people she thinks can help you. Everyone should get the privilege of meeting her.\",\"course_id\":\"HDFS 650\",\"date\":\"2017-04-14 14:51:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef37a2122da23230c4a31734\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MDUxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"Professor Burkholder is by far my favorite instructor I have had in my four years. She is there as much more than just a professor, she wants all her students to do well in her class as well as in their lives and throughout their careers. TAKE HER CLASSES if you want to learn great life lessons.\",\"course_id\":\"HDFS 650\",\"date\":\"2018-04-06 00:35:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e901183112c97253158e165\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5NzUzMTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"She is an amazing professor. You can tell that she genuinely cares about her students, she remembers all of them and little details, and that she is passionate about that stuff that she is teaching. 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I have taken every course she teaches just to have her as a professor as much as possible. She goes above and beyond to get to know her students. Kristy is an excellent resource for students looking for jobs and will help you connect with people she thinks can help you. Everyone should get the privilege of meeting her.\",\"course_id\":\"HDFS 650\",\"date\":\"2017-04-14 14:51:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef37a2122da23230c4a31734\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MDUxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"Professor Burkholder is by far my favorite instructor I have had in my four years. She is there as much more than just a professor, she wants all her students to do well in her class as well as in their lives and throughout their careers. 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The workload is not bad at all, just as long as you are in class you will do great!\",\"course_id\":\"HDFS 650\",\"date\":\"2019-05-14 23:11:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"800aaf6ca6f8ec69df789ca7\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxODczODkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"The papers seem daunting at first, but in all honesty I'd start them 24 hours before they were due and received 100% each time. She is the sweetest, most caring professor I've had. While it may seem in the beginning as if her courses are difficult, put in a little effort and you are very much rewarded for your efforts. 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Reviewers highlight her extensive career support and ability to connect with students. While some find papers initially daunting, they report high grades with minimal effort, describing her as sweet and rewarding.\"},{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.94 GPA, 96.8% A/AB (n=31 letter grades); Fall 2025: 3.54 GPA, 70.4% A/AB (n=27 letter grades); Spring 2026: 3.86 GPA, 88.9% A/AB (n=18 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2019-05-14 23:11:50 +0000 UTC\",\"review_id\":\"800aaf6ca6f8ec69df789ca7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMxODczODkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2020-06-11 17:01:03 +0000 UTC\",\"review_id\":\"0b0849fd76a92891ba543ad3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"The workload is manageable, with papers described as not bad if students attend class, though one reviewer noted starting assignments late still resulted in high grades.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"David Riley\",\"review_date\":\"2013-01-02 21:03:28 +0000 UTC\",\"review_id\":\"af0f16d596fc218dde2671c5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1618818\",\"source_review_id\":\"UmF0aW5nLTIxMTk5MDE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1618818\",\"type\":\"review\"}],\"text\":\"Historical reviews of David Riley describe him as condescending, culturally insensitive, and passive-aggressive, with students noting he does not take criticism well (review:1).\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2017-04-14 14:51:07 +0000 UTC\",\"review_id\":\"ef37a2122da23230c4a31734\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI4MDUxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2018-04-06 00:35:04 +0000 UTC\",\"review_id\":\"2e901183112c97253158e165\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI5NzUzMTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2019-05-14 23:11:50 +0000 UTC\",\"review_id\":\"800aaf6ca6f8ec69df789ca7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMxODczODkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2020-06-11 17:01:03 +0000 UTC\",\"review_id\":\"0b0849fd76a92891ba543ad3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"Kristy Burkholder is consistently praised as an excellent, caring, and passionate instructor who genuinely supports student success and career development.\"},{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.94 GPA, 96.8% A/AB (n=31 letter grades); Fall 2025: 3.54 GPA, 70.4% A/AB (n=27 letter grades); Spring 2026: 3.86 GPA, 88.9% A/AB (n=18 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2017-04-14 14:51:07 +0000 UTC\",\"review_id\":\"ef37a2122da23230c4a31734\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI4MDUxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2018-04-06 00:35:04 +0000 UTC\",\"review_id\":\"2e901183112c97253158e165\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI5NzUzMTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2020-06-11 17:01:03 +0000 UTC\",\"review_id\":\"0b0849fd76a92891ba543ad3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"Students value her personal attention, career connections, and life lessons, describing her as sweet, flexible, and deeply invested in their well-being beyond academics.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"DAVID RILEY is recorded teaching in Spring 2007, Fall 2008, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"HDFS 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650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KRISTY ANN BURKHOLDER is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. 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_e831b3ccc019624cb0424eb3","course_id":"HDFS 650","catalog_version_id":"ace2e25d6e856bd9e6d89b96376dd9fdaef2a8a2d09e25305fe4c5178ee57340","record_version_id":"42f48d7fd9a7c176caf71350d602782ee49255bcd57f1b6b0b73c3ba7a0912f8","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"03928078b820393ec724419d52f5c81d905e7e156b3582abcca210c3c2468f90","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\",\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"HDFS 262(or HDFS 362 prior to Fall 2023),ED PSYCH 320, orPSYCH 460\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":262,\"minimum_grade\":null,\"subjects\":[\"HDFS\"],\"timing\":\"prior\"},\"evidence\":\"HDFS 262\",\"id\":\"n1\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":320,\"minimum_grade\":null,\"subjects\":[\"EDPSYCH\"],\"timing\":\"prior\"},\"evidence\":\"ED PSYCH 320\",\"id\":\"n2\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":460,\"minimum_grade\":null,\"subjects\":[\"PSYCH\"],\"timing\":\"prior\"},\"evidence\":\"PSYCH 460\",\"id\":\"n3\",\"kind\":\"course\"},{\"children\":[],\"condition\":\"HDFS 362 prior to Fall 2023\",\"course\":null,\"evidence\":\"HDFS 262(or HDFS 362 prior to Fall 2023),ED PSYCH 320, orPSYCH 460\",\"id\":\"n4\",\"kind\":\"condition\"}],\"notes\":[\"HDFS 362 is mentioned in requirements_text but is not in linked_courses; treated as a verbatim condition leaf requiring review.\"],\"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_e831b3ccc019624cb0424eb3","course_id":"HDFS 650","catalog_version_id":"ace2e25d6e856bd9e6d89b96376dd9fdaef2a8a2d09e25305fe4c5178ee57340","record_version_id":"42f48d7fd9a7c176caf71350d602782ee49255bcd57f1b6b0b73c3ba7a0912f8","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"03928078b820393ec724419d52f5c81d905e7e156b3582abcca210c3c2468f90","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"HDFS 262\",\"field\":\"description\",\"quote\":\"A basic foundation for understanding development from conception through middle childhood. 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I have taken every course she teaches just to have her as a professor as much as possible. She goes above and beyond to get to know her students. Kristy is an excellent resource for students looking for jobs and will help you connect with people she thinks can help you. Everyone should get the privilege of meeting her.\",\"course_id\":\"HDFS 650\",\"date\":\"2017-04-14 14:51:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef37a2122da23230c4a31734\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MDUxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"Professor Burkholder is by far my favorite instructor I have had in my four years. She is there as much more than just a professor, she wants all her students to do well in her class as well as in their lives and throughout their careers. TAKE HER CLASSES if you want to learn great life lessons.\",\"course_id\":\"HDFS 650\",\"date\":\"2018-04-06 00:35:04 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"2e901183112c97253158e165\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI5NzUzMTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"She is an amazing professor. You can tell that she genuinely cares about her students, she remembers all of them and little details, and that she is passionate about that stuff that she is teaching. 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I have taken every course she teaches just to have her as a professor as much as possible. She goes above and beyond to get to know her students. Kristy is an excellent resource for students looking for jobs and will help you connect with people she thinks can help you. Everyone should get the privilege of meeting her.\",\"course_id\":\"HDFS 650\",\"date\":\"2017-04-14 14:51:07 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"ef37a2122da23230c4a31734\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTI4MDUxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"Professor Burkholder is by far my favorite instructor I have had in my four years. She is there as much more than just a professor, she wants all her students to do well in her class as well as in their lives and throughout their careers. 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The workload is not bad at all, just as long as you are in class you will do great!\",\"course_id\":\"HDFS 650\",\"date\":\"2019-05-14 23:11:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"800aaf6ca6f8ec69df789ca7\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxODczODkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"The papers seem daunting at first, but in all honesty I'd start them 24 hours before they were due and received 100% each time. She is the sweetest, most caring professor I've had. While it may seem in the beginning as if her courses are difficult, put in a little effort and you are very much rewarded for your efforts. 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You can tell that she genuinely cares about her students, she remembers all of them and little details, and that she is passionate about that stuff that she is teaching. The workload is not bad at all, just as long as you are in class you will do great!\",\"course_id\":\"HDFS 650\",\"date\":\"2019-05-14 23:11:50 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"800aaf6ca6f8ec69df789ca7\",\"instructor_id\":\"rmp:1073677\",\"instructor_name\":\"Kristy Burkholder\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTMxODczODkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\"},{\"comment\":\"The papers seem daunting at first, but in all honesty I'd start them 24 hours before they were due and received 100% each time. She is the sweetest, most caring professor I've had. While it may seem in the beginning as if her courses are difficult, put in a little effort and you are very much rewarded for your efforts. 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Reviewers highlight her extensive career support and ability to connect with students. While some find papers initially daunting, they report high grades with minimal effort, describing her as sweet and rewarding.\"},{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.94 GPA, 96.8% A/AB (n=31 letter grades); Fall 2025: 3.54 GPA, 70.4% A/AB (n=27 letter grades); Spring 2026: 3.86 GPA, 88.9% A/AB (n=18 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2019-05-14 23:11:50 +0000 UTC\",\"review_id\":\"800aaf6ca6f8ec69df789ca7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMxODczODkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2020-06-11 17:01:03 +0000 UTC\",\"review_id\":\"0b0849fd76a92891ba543ad3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"The workload is manageable, with papers described as not bad if students attend class, though one reviewer noted starting assignments late still resulted in high grades.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"David Riley\",\"review_date\":\"2013-01-02 21:03:28 +0000 UTC\",\"review_id\":\"af0f16d596fc218dde2671c5\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1618818\",\"source_review_id\":\"UmF0aW5nLTIxMTk5MDE0\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1618818\",\"type\":\"review\"}],\"text\":\"Kristy Burkholder is the current instructor, but no reviews are available for her. Historical reviews for David Riley describe him as condescending, culturally insensitive, and passive-aggressive, with students noting he does not take criticism well.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2017-04-14 14:51:07 +0000 UTC\",\"review_id\":\"ef37a2122da23230c4a31734\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI4MDUxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2018-04-06 00:35:04 +0000 UTC\",\"review_id\":\"2e901183112c97253158e165\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI5NzUzMTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2019-05-14 23:11:50 +0000 UTC\",\"review_id\":\"800aaf6ca6f8ec69df789ca7\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMxODczODkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2020-06-11 17:01:03 +0000 UTC\",\"review_id\":\"0b0849fd76a92891ba543ad3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"Kristy Burkholder is consistently praised as an excellent, caring, and passionate instructor who genuinely supports student success and career development.\"},{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.94 GPA, 96.8% A/AB (n=31 letter grades); Fall 2025: 3.54 GPA, 70.4% A/AB (n=27 letter grades); Spring 2026: 3.86 GPA, 88.9% A/AB (n=18 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2017-04-14 14:51:07 +0000 UTC\",\"review_id\":\"ef37a2122da23230c4a31734\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI4MDUxNTM1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2018-04-06 00:35:04 +0000 UTC\",\"review_id\":\"2e901183112c97253158e165\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTI5NzUzMTk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"},{\"instructor_name\":\"Kristy Burkholder\",\"review_date\":\"2020-06-11 17:01:03 +0000 UTC\",\"review_id\":\"0b0849fd76a92891ba543ad3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1073677\",\"source_review_id\":\"UmF0aW5nLTMzNDI3NzMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1073677\",\"type\":\"review\"}],\"text\":\"Students value her personal attention, career connections, and life lessons, describing her as sweet, flexible, and deeply invested in their well-being beyond academics.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1074\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1092\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1102\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1112\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1122\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"}],\"text\":\"DAVID RILEY is recorded teaching in Spring 2007, Fall 2008, Fall 2009, Fall 2010, Fall 2011, Fall 2012, Spring 2014. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1172\",\"type\":\"grade\"},{\"course_id\":\"HDFS 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650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1194\",\"type\":\"grade\"},{\"course_id\":\"HDFS 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650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1204\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"HDFS 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650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":2,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"HDFS 650\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"source_record\":{\"entity_id\":\"f8ba3565-2420-35db-ac84-eae37a534d88\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"KRISTY ANN BURKHOLDER is recorded teaching in Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. 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}]