{"meta":{"query_hash":"abba3d44146c","filters":{"venue":"Competency-Based Education Research Journal"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/abba3d44146c","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Descriptive statistics; Key (lock); Higher education; Educational research","score_opus":0.1177562874115034,"score_gpt":0.5049092074562526,"score_spread":0.38715292004474916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110104372","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004610744,0.95147544,0.0066703563,0.008669459,0.0018928165,0.011186677,0.0074086944,0.00010617176,0.007979633],"genre_scores_gemma":[0.019983038,0.9088271,0.025439901,0.005739733,0.0007639669,0.03006279,0.0068751057,0.00008350752,0.0022248728],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9330399,0.016963031,0.03458096,0.003516743,0.010831402,0.0010679638],"domain_scores_gemma":[0.8093354,0.11480625,0.03642041,0.00627475,0.031495478,0.0016676199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.057256833,0.0021342786,0.006486272,0.100843795,0.003962812,0.008112832,0.0030772563,0.004008749,0.007923674],"category_scores_gemma":[0.16892147,0.0019330842,0.006198254,0.08464407,0.0027570794,0.0105597675,0.005718205,0.0022251827,0.002080419],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021473788,0.000058858273,0.0033593397,0.7299258,0.0020439385,0.000552762,0.004301917,0.00027767423,0.001888464,0.006028639,0.03358837,0.21775949],"study_design_scores_gemma":[0.000043887027,0.0001337743,0.0048345854,0.87566847,0.0029982217,0.00048923667,0.0023366516,0.00012821064,0.0004156906,0.001864601,0.11104227,0.000044442946],"about_ca_topic_score_codex":0.008041305,"about_ca_topic_score_gemma":0.023390194,"teacher_disagreement_score":0.100843795,"about_ca_system_score_codex":0.01164903,"about_ca_system_score_gemma":0.04122031,"threshold_uncertainty_score":0.30280668},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.23951473444290172,"score_gpt":0.5153907127322348,"score_spread":0.2758759782893331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110181038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99882,0.000018609378,0.00015695368,0.000056473917,0.000008489133,0.000023655866,0.000012981123,0.000005903339,0.00089698576],"genre_scores_gemma":[0.99940777,0.0000173118,0.00014318337,0.000031120944,0.0000071302716,0.00002843174,0.000020587468,0.0000019019815,0.0003425265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99654084,0.0015224202,0.00023285675,0.00022631497,0.0010737823,0.0004037064],"domain_scores_gemma":[0.9806182,0.009039879,0.004583633,0.0009893342,0.0022744597,0.002494551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033000659,0.00018627282,0.00023314319,0.0005103452,0.0003666972,0.00066437037,0.00019728357,0.00026150254,0.0032896993],"category_scores_gemma":[0.016742544,0.00010141162,0.00042512224,0.00030186627,0.00037931348,0.00030210926,0.00060528365,0.00064640684,0.00034358533],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075185805,0.002714695,0.92344373,0.00006672865,0.00011267094,0.00011661893,0.0070791026,0.00034388152,0.008163986,0.00012249258,0.00034235173,0.05674196],"study_design_scores_gemma":[0.000021659154,0.0012398873,0.9939184,0.000013081757,0.00001670851,0.00003818894,0.0026559,0.00048603214,0.0011471825,0.00007040492,0.0003790659,0.000013418062],"about_ca_topic_score_codex":0.0009355008,"about_ca_topic_score_gemma":0.0016453776,"teacher_disagreement_score":0.0033000659,"about_ca_system_score_codex":0.00045670016,"about_ca_system_score_gemma":0.00063494314,"threshold_uncertainty_score":0.017452657},"labels":[],"label_agreement":null}]}