{"id":"W7104380383","doi":"10.25946/30562496","title":"First Nations Cultural Competency Framework","year":2025,"lang":"","type":"report","venue":"Central Queensland University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Plan (archaeology); Action plan; Cultural competence; Cultural diversity; Cultural knowledge","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0004335182,0.001655624,0.00203234,0.001591708,0.005007161,0.0003320298,0.001969503,0.002441515,0.002993795],"category_scores_gemma":[0.001745082,0.001873793,0.001721238,0.004101711,0.00108296,0.000874957,0.001096128,0.003427987,0.001543223],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007599541,"about_ca_system_score_gemma":0.007255119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003353372,"about_ca_topic_score_gemma":0.01695083,"domain_scores_codex":[0.9918156,0.0006354466,0.001027015,0.002177498,0.001788594,0.002555895],"domain_scores_gemma":[0.9920694,0.00143954,0.001196449,0.001613593,0.002438268,0.001242742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001550158,0.002817189,0.3731932,0.006017196,0.007363945,0.006972784,0.006184647,0.002650062,0.00001521194,0.1919309,0.4001857,0.001118919],"study_design_scores_gemma":[0.001524142,0.00008861539,0.1081411,0.004589826,0.002407973,0.0000916612,0.001735825,0.0003426179,0.000007186968,0.0004697778,0.8788382,0.001763036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02244079,0.005330467,0.003162797,0.00185692,0.01476339,0.003589373,0.0193794,0.001187793,0.9282891],"genre_scores_gemma":[0.5111621,0.08363802,0.005113774,0.0001080867,0.002662783,0.000003683698,0.008121082,0.0003098611,0.3888806],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5394084,"threshold_uncertainty_score":0.9996191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656847515341095,"score_gpt":0.2448782508546467,"score_spread":0.2283097757012357,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}