[{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_8f68c596c0be73ee1d079376","course_id":"DS/URBRPL 955","catalog_version_id":"5ee53c0f67bc755360a016685f5d8356ee5db06b6b36418e893461d129559992","record_version_id":"7f1f432ac1e0bbc98a63b5a1cbdf7130e530b273fa5fdbf1f96d3236e3550eff","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ddaa87475e842824ebebd50c51b82d7bf8ce1c670a11e26e589b4f9402a5ead9","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference 'Graduate/professional standing' is a standing requirement, not a specific course in linked_courses.\"],\"root\":\"n0\",\"status\":\"needs_review\"}","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_8f68c596c0be73ee1d079376","course_id":"DS/URBRPL 955","catalog_version_id":"5ee53c0f67bc755360a016685f5d8356ee5db06b6b36418e893461d129559992","record_version_id":"7f1f432ac1e0bbc98a63b5a1cbdf7130e530b273fa5fdbf1f96d3236e3550eff","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ddaa87475e842824ebebd50c51b82d7bf8ce1c670a11e26e589b4f9402a5ead9","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"research design methods\",\"empirical inquiry graduate\",\"research validity reliability\",\"measurement precision utility\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"Provides a practical introduction to basic concepts of research question formulation\"}],\"text\":\"Formulating research questions\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"research designs and alternative methods of inquiry\"}],\"text\":\"Designing research studies and selecting inquiry methods\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"implications for internal validity of the research and generalizability of the findings\"}],\"text\":\"Evaluating internal validity and generalizability\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"operational definitions and measurement validity, reliability, utility and precision\"}],\"text\":\"Defining operational variables and assessing measurement quality\"}],\"summary\":{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"title\",\"quote\":\"PRACTICAL RESEARCH DESIGN AND METHODS OF EMPIRICAL INQUIRY\"},{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"Provides a practical introduction to basic concepts of research question formulation, research designs and alternative methods of inquiry\"}],\"text\":\"DS/URBRPL 955 teaches practical research design and empirical inquiry methods, covering question formulation, validity, and measurement.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"research question formulation\"}],\"text\":\"Research question formulation\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"research designs and alternative methods of inquiry\"}],\"text\":\"Research designs and inquiry methods\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"internal validity of the research and generalizability of the findings\"}],\"text\":\"Internal validity and generalizability\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"operational definitions and measurement validity, reliability, utility and precision\"}],\"text\":\"Operational definitions and measurement properties\"}]}","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_8f68c596c0be73ee1d079376","course_id":"DS/URBRPL 955","catalog_version_id":"5ee53c0f67bc755360a016685f5d8356ee5db06b6b36418e893461d129559992","record_version_id":"7f1f432ac1e0bbc98a63b5a1cbdf7130e530b273fa5fdbf1f96d3236e3550eff","job_id":"enrich-5291a20b802b9bbbe22b24cb","output_id":"ddaa87475e842824ebebd50c51b82d7bf8ce1c670a11e26e589b4f9402a5ead9","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_8f68c596c0be73ee1d079376","course_id":"DS/URBRPL 955","catalog_version_id":"5ee53c0f67bc755360a016685f5d8356ee5db06b6b36418e893461d129559992","record_version_id":"7f1f432ac1e0bbc98a63b5a1cbdf7130e530b273fa5fdbf1f96d3236e3550eff","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e6e3ca55ea76ae7991e0142ec7241da3e565218a0819e7191011886f91ffad5f","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference 'Graduate/professional standing' is a standing requirement, not a specific course in linked_courses.\"],\"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_8f68c596c0be73ee1d079376","course_id":"DS/URBRPL 955","catalog_version_id":"5ee53c0f67bc755360a016685f5d8356ee5db06b6b36418e893461d129559992","record_version_id":"7f1f432ac1e0bbc98a63b5a1cbdf7130e530b273fa5fdbf1f96d3236e3550eff","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e6e3ca55ea76ae7991e0142ec7241da3e565218a0819e7191011886f91ffad5f","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"research design methods\",\"empirical inquiry graduate\",\"research validity reliability\",\"measurement precision utility\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"Provides a practical introduction to basic concepts of research question formulation\"}],\"text\":\"Formulating research questions\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"research designs and alternative methods of inquiry\"}],\"text\":\"Designing research studies and selecting inquiry methods\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"implications for internal validity of the research and generalizability of the findings\"}],\"text\":\"Evaluating internal validity and generalizability\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"operational definitions and measurement validity, reliability, utility and precision\"}],\"text\":\"Defining operational variables and assessing measurement quality\"}],\"summary\":{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"title\",\"quote\":\"PRACTICAL RESEARCH DESIGN AND METHODS OF EMPIRICAL INQUIRY\"},{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"Provides a practical introduction to basic concepts of research question formulation, research designs and alternative methods of inquiry\"}],\"text\":\"DS/URBRPL 955 teaches practical research design and empirical inquiry methods, covering question formulation, validity, and measurement.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"research question formulation\"}],\"text\":\"Research question formulation\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"research designs and alternative methods of inquiry\"}],\"text\":\"Research designs and inquiry methods\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"internal validity of the research and generalizability of the findings\"}],\"text\":\"Internal validity and generalizability\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"operational definitions and measurement validity, reliability, utility and precision\"}],\"text\":\"Operational definitions and measurement properties\"}]}","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_8f68c596c0be73ee1d079376","course_id":"DS/URBRPL 955","catalog_version_id":"5ee53c0f67bc755360a016685f5d8356ee5db06b6b36418e893461d129559992","record_version_id":"7f1f432ac1e0bbc98a63b5a1cbdf7130e530b273fa5fdbf1f96d3236e3550eff","job_id":"enrich-5590a4969e0a630fe46a86e8","output_id":"e6e3ca55ea76ae7991e0142ec7241da3e565218a0819e7191011886f91ffad5f","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_8f68c596c0be73ee1d079376","course_id":"DS/URBRPL 955","catalog_version_id":"5ee53c0f67bc755360a016685f5d8356ee5db06b6b36418e893461d129559992","record_version_id":"7f1f432ac1e0bbc98a63b5a1cbdf7130e530b273fa5fdbf1f96d3236e3550eff","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7b6633f65f22a82e1de98c1656fd6816a4017b321cb6bbc94ed7447851d9d7fc","section":"requirements","status":"needs_review","value_json":"{\"nodes\":[{\"children\":[],\"condition\":\"Graduate/professional standing\",\"course\":null,\"evidence\":\"Graduate/professional standing\",\"id\":\"n0\",\"kind\":\"condition\"}],\"notes\":[\"Reference 'Graduate/professional standing' is a standing requirement, not a specific course in linked_courses.\"],\"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_8f68c596c0be73ee1d079376","course_id":"DS/URBRPL 955","catalog_version_id":"5ee53c0f67bc755360a016685f5d8356ee5db06b6b36418e893461d129559992","record_version_id":"7f1f432ac1e0bbc98a63b5a1cbdf7130e530b273fa5fdbf1f96d3236e3550eff","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7b6633f65f22a82e1de98c1656fd6816a4017b321cb6bbc94ed7447851d9d7fc","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[],\"search_phrases\":[\"research design methods\",\"empirical inquiry graduate\",\"research validity reliability\",\"measurement precision utility\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"Provides a practical introduction to basic concepts of research question formulation\"}],\"text\":\"Formulating research questions\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"research designs and alternative methods of inquiry\"}],\"text\":\"Designing research studies and selecting inquiry methods\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"implications for internal validity of the research and generalizability of the findings\"}],\"text\":\"Evaluating internal validity and generalizability\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"operational definitions and measurement validity, reliability, utility and precision\"}],\"text\":\"Defining operational variables and assessing measurement quality\"}],\"summary\":{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"title\",\"quote\":\"PRACTICAL RESEARCH DESIGN AND METHODS OF EMPIRICAL INQUIRY\"},{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"Provides a practical introduction to basic concepts of research question formulation, research designs and alternative methods of inquiry\"}],\"text\":\"DS/URBRPL 955 teaches practical research design and empirical inquiry methods, covering question formulation, validity, and measurement.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"research question formulation\"}],\"text\":\"Research question formulation\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"research designs and alternative methods of inquiry\"}],\"text\":\"Research designs and inquiry methods\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"internal validity of the research and generalizability of the findings\"}],\"text\":\"Internal validity and generalizability\"},{\"evidence\":[{\"course_id\":\"DS/URBRPL 955\",\"field\":\"description\",\"quote\":\"operational definitions and measurement validity, reliability, utility and precision\"}],\"text\":\"Operational definitions and measurement properties\"}]}","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_8f68c596c0be73ee1d079376","course_id":"DS/URBRPL 955","catalog_version_id":"5ee53c0f67bc755360a016685f5d8356ee5db06b6b36418e893461d129559992","record_version_id":"7f1f432ac1e0bbc98a63b5a1cbdf7130e530b273fa5fdbf1f96d3236e3550eff","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7b6633f65f22a82e1de98c1656fd6816a4017b321cb6bbc94ed7447851d9d7fc","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_8f68c596c0be73ee1d079376","course_id":"DS/URBRPL 955","catalog_version_id":"5ee53c0f67bc755360a016685f5d8356ee5db06b6b36418e893461d129559992","record_version_id":"7f1f432ac1e0bbc98a63b5a1cbdf7130e530b273fa5fdbf1f96d3236e3550eff","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"7b6633f65f22a82e1de98c1656fd6816a4017b321cb6bbc94ed7447851d9d7fc","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"78f014966919c7424d5edad298ea5b5286db17505d422bd4e3eb01d372014896\",\"course_id\":\"DS/URBRPL 955\",\"current_instructors\":[],\"difficulty_workload\":[],\"errors\":[],\"historical_context\":[],\"message\":\"No course-specific reviews available\",\"offered\":false,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"DS/URBRPL 955\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4ff7ca25-9c3c-3c30-b8d8-cfc67a495048\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"DS/URBRPL 955\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4ff7ca25-9c3c-3c30-b8d8-cfc67a495048\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1144\",\"type\":\"grade\"},{\"course_id\":\"DS/URBRPL 955\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"4ff7ca25-9c3c-3c30-b8d8-cfc67a495048\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2012: 4.00 GPA, 100.0% A/AB (n=9 letter grades); Spring 2014: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2022: 4.00 GPA, 100.0% A/AB (n=5 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":true}]