[{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"366598a40e4c4c4e330fb8d18ed9aa9f9550782708dadf9c8b1c212991e66b32","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"a20d86f8f18c5c2b2ebe5a2527285461d9d4dbce98bdb241ab146a2c9ea670ee","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"366598a40e4c4c4e330fb8d18ed9aa9f9550782708dadf9c8b1c212991e66b32","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"a20d86f8f18c5c2b2ebe5a2527285461d9d4dbce98bdb241ab146a2c9ea670ee","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"survey research methods education\",\"quantitative data collection strategies\",\"self-administered surveys\",\"experience sampling instruments\",\"education research surveys\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Survey research methods and concepts\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Designing phone, mail, electronic, and in-person surveys\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Using logs, diaries, and experience sampling instruments\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Emphasis is given to self-administered surveys, including periodic surveys, since these strategies are the most common in education research.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Self-administered and periodic survey design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"title\",\"quote\":\"SURVEYS AND OTHER QUANTITATIVE DATA COLLECTION STRATEGIES\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"},{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research. Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments. Emphasis is given to self-administered surveys, including periodic surveys, since these strategies are the most common in education research.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Covers survey research methods and quantitative data collection strategies in education research, emphasizing self-administered and periodic surveys, along with logs, diaries, and experience sampling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Survey research methods in education\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Data collection via phone, mail, electronic, and in-person surveys\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Logs, diaries, and experience sampling instruments\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Emphasis is given to self-administered surveys, including periodic surveys, since these strategies are the most common in education research.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Self-administered and periodic surveys\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"366598a40e4c4c4e330fb8d18ed9aa9f9550782708dadf9c8b1c212991e66b32","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"a20d86f8f18c5c2b2ebe5a2527285461d9d4dbce98bdb241ab146a2c9ea670ee","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"366598a40e4c4c4e330fb8d18ed9aa9f9550782708dadf9c8b1c212991e66b32","job_id":"enrich-49752a259f17fab0f49665b3","output_id":"a20d86f8f18c5c2b2ebe5a2527285461d9d4dbce98bdb241ab146a2c9ea670ee","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"2807c788d8cd86813642f2e487d08b7c13dcca7b71518a3e59a5007a6007214b\",\"course_id\":\"EDPSYCH/ELPA 827\",\"current_instructors\":[{\"instructor_uid\":\"instructor_6e7d34507a82ad4ed9b1666e\",\"message\":\"No course-specific reviews available\",\"name\":\"Krystal Williams\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"3f5110430805ccdd533c0c072df62d68a8a5f5441c4530bbdb15d419a199a09c\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"e4db2cd0-1cde-354f-a38a-3c2a04c597a8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH/ELPA 827\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"e4db2cd0-1cde-354f-a38a-3c2a04c597a8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH/ELPA 827\",\"run_id\":\"20261014T203208-0851c9a1\",\"source_record\":{\"entity_id\":\"e4db2cd0-1cde-354f-a38a-3c2a04c597a8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2022: 3.91 GPA, 90.9% A/AB (n=11 letter grades); Fall 2022: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Fall 2023: 3.67 GPA, 91.7% A/AB (n=12 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"9dea82ef7f2113a5605c1c6030c4f9b19967eb742cc93a78268fb92357d29f5c\",\"teaching_history\":[],\"term_id\":\"1274\",\"term_name\":\"2027 Sprng\",\"version\":3}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"fbe9d4c72fa1ad98057a8e647f1a8807da4882d659d74ee83b06b497a425490e","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"e5136425f34af1993b5fdb1f7af8b40b75c017d1f0d3d20c73409f45efedff77","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"fbe9d4c72fa1ad98057a8e647f1a8807da4882d659d74ee83b06b497a425490e","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"e5136425f34af1993b5fdb1f7af8b40b75c017d1f0d3d20c73409f45efedff77","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"education survey research methods\",\"quantitative data collection education\",\"self-administered surveys education\",\"experience sampling instruments\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research.\"}],\"text\":\"Survey research methods\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\"}],\"text\":\"Data collection strategies\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Emphasis is given to self-administered surveys, including periodic surveys\"}],\"text\":\"Self-administered survey design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"title\",\"quote\":\"SURVEYS AND OTHER QUANTITATIVE DATA COLLECTION STRATEGIES\"},{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research.\"}],\"text\":\"EDPSYCH/ELPA 827 teaches survey research methods and quantitative data collection strategies for education research.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\"}],\"text\":\"Survey modes and instruments\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Emphasis is given to self-administered surveys, including periodic surveys\"}],\"text\":\"Self-administered and periodic surveys\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"fbe9d4c72fa1ad98057a8e647f1a8807da4882d659d74ee83b06b497a425490e","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"e5136425f34af1993b5fdb1f7af8b40b75c017d1f0d3d20c73409f45efedff77","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"fbe9d4c72fa1ad98057a8e647f1a8807da4882d659d74ee83b06b497a425490e","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"6af7dde4c95136a85d8a86e68f66de42c9991e72a237c75f9d68ac89e17700b2","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"fbe9d4c72fa1ad98057a8e647f1a8807da4882d659d74ee83b06b497a425490e","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"6af7dde4c95136a85d8a86e68f66de42c9991e72a237c75f9d68ac89e17700b2","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"education survey research methods\",\"quantitative data collection education\",\"self-administered surveys education\",\"experience sampling instruments\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research.\"}],\"text\":\"Survey research methods\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\"}],\"text\":\"Data collection strategies\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Emphasis is given to self-administered surveys, including periodic surveys\"}],\"text\":\"Self-administered survey design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"title\",\"quote\":\"SURVEYS AND OTHER QUANTITATIVE DATA COLLECTION STRATEGIES\"},{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research.\"}],\"text\":\"EDPSYCH/ELPA 827 teaches survey research methods and quantitative data collection strategies for education research.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\"}],\"text\":\"Survey modes and instruments\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Emphasis is given to self-administered surveys, including periodic surveys\"}],\"text\":\"Self-administered and periodic surveys\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"fbe9d4c72fa1ad98057a8e647f1a8807da4882d659d74ee83b06b497a425490e","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"6af7dde4c95136a85d8a86e68f66de42c9991e72a237c75f9d68ac89e17700b2","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"366598a40e4c4c4e330fb8d18ed9aa9f9550782708dadf9c8b1c212991e66b32","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d3ee386800dd8c7510d375596af4f48431d7e3bed2dc77e8dc03aefcd08e02ae","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n1\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n1\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"366598a40e4c4c4e330fb8d18ed9aa9f9550782708dadf9c8b1c212991e66b32","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d3ee386800dd8c7510d375596af4f48431d7e3bed2dc77e8dc03aefcd08e02ae","section":"search_profile","status":"valid","value_json":"{\"activity_tags\":[{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"label\":\"data-analysis\"}],\"assumed_background\":[],\"search_phrases\":[\"survey research methods education\",\"quantitative data collection strategies\",\"self-administered surveys\",\"experience sampling instruments\",\"education research surveys\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Survey research methods and concepts\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Designing phone, mail, electronic, and in-person surveys\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Using logs, diaries, and experience sampling instruments\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Emphasis is given to self-administered surveys, including periodic surveys, since these strategies are the most common in education research.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Self-administered and periodic survey design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"title\",\"quote\":\"SURVEYS AND OTHER QUANTITATIVE DATA COLLECTION STRATEGIES\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"},{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research. Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments. Emphasis is given to self-administered surveys, including periodic surveys, since these strategies are the most common in education research.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Covers survey research methods and quantitative data collection strategies in education research, emphasizing self-administered and periodic surveys, along with logs, diaries, and experience sampling.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Survey research methods in education\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Data collection via phone, mail, electronic, and in-person surveys\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Logs, diaries, and experience sampling instruments\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Emphasis is given to self-administered surveys, including periodic surveys, since these strategies are the most common in education research.\",\"source_url\":\"https://guide.wisc.edu/courses/ed_psych/\"}],\"text\":\"Self-administered and periodic surveys\"}]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20261014T203208-0851c9a1","observed_at":"2026-10-14 17:50:09.728220+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"366598a40e4c4c4e330fb8d18ed9aa9f9550782708dadf9c8b1c212991e66b32","job_id":"enrich-6556a505c10f448d98d02466","output_id":"d3ee386800dd8c7510d375596af4f48431d7e3bed2dc77e8dc03aefcd08e02ae","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"Qwen/Qwen3.8-27B","model_revision":"1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"fbe9d4c72fa1ad98057a8e647f1a8807da4882d659d74ee83b06b497a425490e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f1dc3264b59faa1b49db97784c5b39f1b1209b307df96c73fd7ff8a34cb0240d","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"fbe9d4c72fa1ad98057a8e647f1a8807da4882d659d74ee83b06b497a425490e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f1dc3264b59faa1b49db97784c5b39f1b1209b307df96c73fd7ff8a34cb0240d","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"education survey research methods\",\"quantitative data collection education\",\"self-administered surveys education\",\"experience sampling instruments\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research.\"}],\"text\":\"Survey research methods\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\"}],\"text\":\"Data collection strategies\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Emphasis is given to self-administered surveys, including periodic surveys\"}],\"text\":\"Self-administered survey design\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"title\",\"quote\":\"SURVEYS AND OTHER QUANTITATIVE DATA COLLECTION STRATEGIES\"},{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Methods and concepts of survey research methods as they are commonly used in education research.\"}],\"text\":\"EDPSYCH/ELPA 827 teaches survey research methods and quantitative data collection strategies for education research.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Strategies include surveys (phone, mail, electronic, in person), logs/diaries, and experience sampling instruments.\"}],\"text\":\"Survey modes and instruments\"},{\"evidence\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"field\":\"description\",\"quote\":\"Emphasis is given to self-administered surveys, including periodic surveys\"}],\"text\":\"Self-administered and periodic surveys\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"fbe9d4c72fa1ad98057a8e647f1a8807da4882d659d74ee83b06b497a425490e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f1dc3264b59faa1b49db97784c5b39f1b1209b307df96c73fd7ff8a34cb0240d","section":"student_experience","status":"insufficient_evidence","value_json":"{\"status\":\"insufficient_evidence\",\"themes\":[]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_d898a0572f63a2825a2d55fc","course_id":"EDPSYCH/ELPA 827","catalog_version_id":"8d260a557d64585b0291b6a57534e66ff4c41ad003909f4ef490297a79f519d3","record_version_id":"fbe9d4c72fa1ad98057a8e647f1a8807da4882d659d74ee83b06b497a425490e","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"f1dc3264b59faa1b49db97784c5b39f1b1209b307df96c73fd7ff8a34cb0240d","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"3ace219ed0fee5c22c5d51246a13fd25fd38df9be730c7272ca659640bf0b37b\",\"course_id\":\"EDPSYCH/ELPA 827\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"EDPSYCH/ELPA 827\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e4db2cd0-1cde-354f-a38a-3c2a04c597a8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH/ELPA 827\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e4db2cd0-1cde-354f-a38a-3c2a04c597a8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"EDPSYCH/ELPA 827\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e4db2cd0-1cde-354f-a38a-3c2a04c597a8\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2022: 3.91 GPA, 90.9% A/AB (n=11 letter grades); Fall 2022: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Fall 2023: 3.67 GPA, 91.7% A/AB (n=12 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[],\"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":false}]