{"id":"W4414688078","doi":"10.1111/capa.70037","title":"Indigenous Administrative Reform: Exploring Complexity in Local Ways","year":2025,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Indigenous; Corporate governance; Treaty; Local government; Best practice; Traditional knowledge","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008693329,0.000148834,0.0001808254,0.0005670591,0.005015072,0.0002154767,0.0003122809,0.0002161168,0.0003321244],"category_scores_gemma":[0.00002198214,0.0001562221,0.00004213096,0.0009798924,0.0004492733,0.0007232634,0.000001201393,0.000261003,0.000101235],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004548891,"about_ca_system_score_gemma":0.1541697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.730929,"about_ca_topic_score_gemma":0.9998193,"domain_scores_codex":[0.9979504,0.000205883,0.0004037397,0.0003309944,0.0002427755,0.0008662196],"domain_scores_gemma":[0.9987273,0.00005576839,0.00009637375,0.0002364016,0.0002214238,0.0006627114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000766417,0.00006577649,0.0008498742,0.00001892723,0.000007304488,0.0000118685,0.05160292,2.399187e-7,2.247043e-7,0.9449794,0.0001566246,0.002299148],"study_design_scores_gemma":[0.0001775093,0.0000786883,0.006476948,0.00003135059,0.000004594512,0.00000249209,0.02801608,0.00001369362,0.00008017467,0.006123798,0.958792,0.0002026695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3676647,0.00008150767,0.0008131101,0.01002591,0.001055385,0.0008400066,0.00003544861,0.0000564831,0.6194275],"genre_scores_gemma":[0.9921673,0.0002869046,0.0001757352,0.0002179877,0.0002224868,0.00003679963,0.0001403887,0.000009204258,0.006743189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9586354,"threshold_uncertainty_score":0.9992725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1480673200081611,"score_gpt":0.3514813639441096,"score_spread":0.2034140439359485,"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."}}