{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008187418,0.000307281,0.0007527682,0.003202464,0.015212,0.01562208,0.002300579,0.001566177,0.008228985],"category_scores_gemma":[0.009915486,0.0002887986,0.0005479585,0.003385944,0.05527262,0.008878225,0.01305276,0.003153138,0.0002646511],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03809523,"about_ca_system_score_gemma":0.02961114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1660341,"about_ca_topic_score_gemma":0.2542362,"domain_scores_codex":[0.9925846,0.004530406,0.000147593,0.0005245366,0.0009211832,0.001291634],"domain_scores_gemma":[0.9924496,0.003959478,0.0008432273,0.0009002315,0.0009343757,0.0009130652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002671128,0.00006121425,0.006455015,0.0001769552,0.00002036123,0.0003981804,0.2962068,0.001126886,0.0002988164,0.6796556,0.001841474,0.01373191],"study_design_scores_gemma":[0.00002077415,0.00004147279,0.01516305,0.0003202067,0.00004022787,0.000113108,0.7125542,0.002651653,0.0003534738,0.1800756,0.08862149,0.00004476881],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5836709,0.002547924,0.01982773,0.03247661,0.0001350877,0.0003976192,0.0001618684,0.0001358093,0.3606463],"genre_scores_gemma":[0.9946667,0.0002665086,0.001998726,0.000254115,0.00001607713,0.00006513764,0.00002332314,0.00001289698,0.002696428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9619048,"threshold_uncertainty_score":0.3301353,"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."}}