{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"abba3d44146c","filters":{"venue":"Competency-Based Education Research Journal"}},"results":[{"id":"W7110104372","doi":"10.17161/cberj.v2.24118","title":"A Scoping Umbrella Review of Competency-Based Education: Part I – A Descriptive Analysis of Trends, Practices, and Gaps","year":2025,"lang":"","type":"article","venue":"Competency-Based Education Research Journal","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Systematic review; Descriptive statistics; Key (lock); Higher education; Educational research","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1177562874115034,"gpt":0.5049092074562526,"spread":0.3871529200447492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05725683,0.002134279,0.006486272,0.1008438,0.003962812,0.008112832,0.003077256,0.004008749,0.007923674],"category_scores_gemma":[0.1689215,0.001933084,0.006198254,0.08464407,0.002757079,0.01055977,0.005718205,0.002225183,0.002080419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01164903,"about_ca_system_score_gemma":0.04122031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008041305,"about_ca_topic_score_gemma":0.02339019,"domain_scores_codex":[0.9330399,0.01696303,0.03458096,0.003516743,0.0108314,0.001067964],"domain_scores_gemma":[0.8093354,0.1148062,0.03642041,0.00627475,0.03149548,0.00166762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002147379,0.00005885827,0.00335934,0.7299258,0.002043938,0.000552762,0.004301917,0.0002776742,0.001888464,0.006028639,0.03358837,0.2177595],"study_design_scores_gemma":[0.00004388703,0.0001337743,0.004834585,0.8756685,0.002998222,0.0004892367,0.002336652,0.0001282106,0.0004156906,0.001864601,0.1110423,0.00004444295],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004610744,0.9514754,0.006670356,0.008669459,0.001892817,0.01118668,0.007408694,0.0001061718,0.007979633],"genre_scores_gemma":[0.01998304,0.9088271,0.0254399,0.005739733,0.0007639669,0.03006279,0.006875106,0.00008350752,0.002224873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1008438,"threshold_uncertainty_score":0.3028067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7110181038","doi":"10.17161/cberj.v2.24042","title":"Leadership Style on Faculty’s Change Response to Competency-Based Education","year":2025,"lang":"en","type":"article","venue":"Competency-Based Education Research Journal","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakeshore General Hospital","funders":"","keywords":"Transformational leadership; Transactional leadership; Leadership style; Shared leadership; Leadership; Situational leadership theory; Context (archaeology); Servant leadership","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2395147344429017,"gpt":0.5153907127322348,"spread":0.2758759782893331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003300066,0.0001862728,0.0002331432,0.0005103452,0.0003666972,0.0006643704,0.0001972836,0.0002615025,0.003289699],"category_scores_gemma":[0.01674254,0.0001014116,0.0004251222,0.0003018663,0.0003793135,0.0003021093,0.0006052837,0.0006464068,0.0003435853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567002,"about_ca_system_score_gemma":0.0006349431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009355008,"about_ca_topic_score_gemma":0.001645378,"domain_scores_codex":[0.9965408,0.00152242,0.0002328567,0.000226315,0.001073782,0.0004037064],"domain_scores_gemma":[0.9806182,0.009039879,0.004583633,0.0009893342,0.00227446,0.002494551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007518581,0.002714695,0.9234437,0.00006672865,0.0001126709,0.0001166189,0.007079103,0.0003438815,0.008163986,0.0001224926,0.0003423517,0.05674196],"study_design_scores_gemma":[0.00002165915,0.001239887,0.9939184,0.00001308176,0.00001670851,0.00003818894,0.0026559,0.0004860321,0.001147183,0.00007040492,0.0003790659,0.00001341806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99882,0.00001860938,0.0001569537,0.00005647392,0.000008489133,0.00002365587,0.00001298112,0.000005903339,0.0008969858],"genre_scores_gemma":[0.9994078,0.0000173118,0.0001431834,0.00003112094,0.000007130272,0.00002843174,0.00002058747,0.000001901981,0.0003425265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003300066,"threshold_uncertainty_score":0.01745266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}