{"id":"W4413187262","doi":"10.3138/cjpe-2025-0008","title":"Responsibility to All Relations: Indigenous  Evaluation of an AI/AN Public Health Workforce Development Program","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Workforce; Workforce development; Public health; Political science; Public relations; Economic growth; Sociology; Engineering ethics; Engineering; Nursing; Medicine; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06792218,0.0005028136,0.0005566279,0.001581335,0.008322576,0.003591566,0.002576421,0.001125879,0.005313629],"category_scores_gemma":[0.06342787,0.0003575422,0.001083244,0.001319768,0.003874569,0.002600654,0.008208823,0.003215349,0.0004004078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02155277,"about_ca_system_score_gemma":0.1050191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1019057,"about_ca_topic_score_gemma":0.1779237,"domain_scores_codex":[0.9063013,0.07008814,0.002440091,0.001554842,0.01368267,0.005932982],"domain_scores_gemma":[0.9553249,0.01553623,0.002629409,0.002677518,0.01640029,0.007431582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004145217,0.03269723,0.02881435,0.008019912,0.0007664371,0.0005688224,0.160155,0.0031404,0.003010425,0.03309617,0.01672268,0.7088633],"study_design_scores_gemma":[0.00962333,0.07278067,0.1813968,0.01230521,0.002586853,0.0004877468,0.3829158,0.004790155,0.01472108,0.01768552,0.3001645,0.0005423421],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7353168,0.002750798,0.008353664,0.02307843,0.001349568,0.0276811,0.0006043274,0.0002380164,0.2006274],"genre_scores_gemma":[0.9477708,0.002019217,0.01749426,0.004745848,0.0001997362,0.01466442,0.0002808106,0.00007160052,0.01275318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019057,"threshold_uncertainty_score":0.3592111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2819711151035477,"score_gpt":0.475449627157174,"score_spread":0.1934785120536263,"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."}}