{"id":"W4406259107","doi":"10.3138/cjpe-2024-0039","title":"Indigenous Data Sovereignty: Applying It By, With, For, and Through Indigenous Evaluators and Evaluations","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Aotearoa; Sovereignty; Alliance; Political science; Traditional knowledge; Human rights; Indigenous rights; Declaration; Law; Sociology; Public administration; Economic growth; Politics","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":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.47447,0.001111829,0.002140074,0.009501146,0.01875116,0.03895966,0.005030993,0.006292674,0.005490917],"category_scores_gemma":[0.4899163,0.0008782591,0.001122699,0.007404862,0.06188083,0.03450226,0.03058971,0.01510945,0.0008043315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03703365,"about_ca_system_score_gemma":0.1270679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03139019,"about_ca_topic_score_gemma":0.04735029,"domain_scores_codex":[0.4129169,0.5183049,0.01429467,0.007592528,0.03907232,0.00781865],"domain_scores_gemma":[0.3917789,0.4451201,0.01380934,0.03171624,0.1002427,0.01733262],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008090572,0.0002044785,0.004627561,0.002676306,0.0001705768,0.0002440903,0.3445272,0.0006278472,0.0004615168,0.3699051,0.04603683,0.2304377],"study_design_scores_gemma":[0.00006724903,0.0001988235,0.002670395,0.01318095,0.0001414215,0.0002037272,0.3424311,0.001338424,0.001096625,0.250394,0.3880779,0.0001994548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03221142,0.02667382,0.1503302,0.5362551,0.009309891,0.003898237,0.0002221985,0.0007040594,0.240395],"genre_scores_gemma":[0.7317826,0.01547452,0.1746184,0.05040539,0.00250382,0.004587932,0.0002200085,0.0009687043,0.01943867],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9812489,"threshold_uncertainty_score":0.6480721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130225628314374,"score_gpt":0.4388837017283193,"score_spread":0.3086580734139452,"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."}}