[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"db9e88c81b4a150e18849e5378c8dce03c6639aeb0e951fd0e34cd085ab30abd","section":"requirements","status":"invalid","value_json":null,"candidate_json":"{\"nodes\":[{\"children\":[],\"condition\":null,\"course\":{\"course_number\":0,\"minimum_grade\":null,\"subjects\":[\"EDPOL\"],\"timing\":\"prior\"},\"evidence\":\"Junior standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Junior standing is a general academic standing requirement, not a specific course reference in linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","error":"Only course nodes may carry course references","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_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"db9e88c81b4a150e18849e5378c8dce03c6639aeb0e951fd0e34cd085ab30abd","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"survey research methods education\",\"questionnaire design sampling\",\"survey bias measurement\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"planning, designing, and conducting survey research\"},{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"sampling methods, questionnaires and measurement design\"}],\"text\":\"Design and conduct survey research instruments\"},{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"possible sources of bias and errors, non-response\"}],\"text\":\"Identify and mitigate survey bias and errors\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO SURVEY METHODS FOR EDUCATION RESEARCH\"},{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"Introduction to conceptual and practical tools for planning, designing, and conducting survey research on education-related issues\"}],\"text\":\"EDPOL 688 introduces survey research methods for education, covering design, sampling, and bias mitigation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"data collection modes, sampling methods, questionnaires and measurement design\"}],\"text\":\"Survey data collection and sampling\"},{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"possible sources of bias and errors, non-response\"}],\"text\":\"Survey bias, errors, and non-response\"}]}","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_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"db9e88c81b4a150e18849e5378c8dce03c6639aeb0e951fd0e34cd085ab30abd","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_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"31d635b466f2f448b39480a4ef8ea1421bd056e6b165137b7d9fc406b248f47c","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Junior standing is a general academic standing requirement, not a specific course reference in linked_courses.\"],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"31d635b466f2f448b39480a4ef8ea1421bd056e6b165137b7d9fc406b248f47c","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"survey research methods education\",\"questionnaire design sampling\",\"survey bias measurement\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"planning, designing, and conducting survey research\"},{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"sampling methods, questionnaires and measurement design\"}],\"text\":\"Design and conduct survey research instruments\"},{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"possible sources of bias and errors, non-response\"}],\"text\":\"Identify and mitigate survey bias and errors\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO SURVEY METHODS FOR EDUCATION RESEARCH\"},{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"Introduction to conceptual and practical tools for planning, designing, and conducting survey research on education-related issues\"}],\"text\":\"EDPOL 688 introduces survey research methods for education, covering design, sampling, and bias mitigation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"data collection modes, sampling methods, questionnaires and measurement design\"}],\"text\":\"Survey data collection and sampling\"},{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"possible sources of bias and errors, non-response\"}],\"text\":\"Survey bias, errors, and non-response\"}]}","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_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"31d635b466f2f448b39480a4ef8ea1421bd056e6b165137b7d9fc406b248f47c","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":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-789789da373eecc1ff75f626","output_id":"62d44079548654dc447e6bb68ca8c0141ef16a63d7a820fa2bb89046458a4961","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Junior standing is a general academic standing requirement, not a specific course reference in linked_courses.\"],\"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_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-789789da373eecc1ff75f626","output_id":"62d44079548654dc447e6bb68ca8c0141ef16a63d7a820fa2bb89046458a4961","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"survey research methods education\",\"questionnaire design sampling\",\"survey bias measurement\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"planning, designing, and conducting survey research\"},{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"sampling methods, questionnaires and measurement design\"}],\"text\":\"Design and conduct survey research instruments\"},{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"possible sources of bias and errors, non-response\"}],\"text\":\"Identify and mitigate survey bias and errors\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO SURVEY METHODS FOR EDUCATION RESEARCH\"},{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"Introduction to conceptual and practical tools for planning, designing, and conducting survey research on education-related issues\"}],\"text\":\"EDPOL 688 introduces survey research methods for education, covering design, sampling, and bias mitigation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"data collection modes, sampling methods, questionnaires and measurement design\"}],\"text\":\"Survey data collection and sampling\"},{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"possible sources of bias and errors, non-response\"}],\"text\":\"Survey bias, errors, and non-response\"}]}","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_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-789789da373eecc1ff75f626","output_id":"62d44079548654dc447e6bb68ca8c0141ef16a63d7a820fa2bb89046458a4961","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_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2e346bc5b3daa40034937dad39fb98d21837844c02906b5521c28fc5437a4db1","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Junior standing\",\"course\":null,\"evidence\":\"Junior standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Junior standing is a general academic standing requirement, not a specific course reference in linked_courses.\"],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2e346bc5b3daa40034937dad39fb98d21837844c02906b5521c28fc5437a4db1","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"survey research methods education\",\"questionnaire design sampling\",\"survey bias measurement\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"planning, designing, and conducting survey research\"},{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"sampling methods, questionnaires and measurement design\"}],\"text\":\"Design and conduct survey research instruments\"},{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"possible sources of bias and errors, non-response\"}],\"text\":\"Identify and mitigate survey bias and errors\"}],\"summary\":{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"title\",\"quote\":\"INTRODUCTION TO SURVEY METHODS FOR EDUCATION RESEARCH\"},{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"Introduction to conceptual and practical tools for planning, designing, and conducting survey research on education-related issues\"}],\"text\":\"EDPOL 688 introduces survey research methods for education, covering design, sampling, and bias mitigation.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"data collection modes, sampling methods, questionnaires and measurement design\"}],\"text\":\"Survey data collection and sampling\"},{\"evidence\":[{\"course_id\":\"EDPOL 688\",\"field\":\"description\",\"quote\":\"possible sources of bias and errors, non-response\"}],\"text\":\"Survey bias, errors, and non-response\"}]}","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_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2e346bc5b3daa40034937dad39fb98d21837844c02906b5521c28fc5437a4db1","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":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_9ae37dd78b017b32969d479f","course_id":"EDPOL 688","catalog_version_id":"76bee97a3fffc705b4669691001e82e67c5661e1593ee7a86abfe761948e3ac7","record_version_id":"dc9a44670c33e3073295b01100df1e5eb33b2eea96ce0f632d1f194eeeb8c028","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"2e346bc5b3daa40034937dad39fb98d21837844c02906b5521c28fc5437a4db1","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"27137a8290432c7ab33fdcef85ffe747a722b007d99a7e3decf145351c4a61be\",\"course_id\":\"EDPOL 688\",\"current_instructors\":[{\"instructor_uid\":\"instructor_b8eb4427ae540809f3d7612c\",\"message\":\"No course-specific reviews available\",\"name\":\"Ran Liu\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":\"rmp:3061514\",\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[],\"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":true}]