{"id":"W4415135997","doi":"10.1111/capa.70038","title":"Guest Editors' Introduction: Indigenous Resurgence and Resilience in Canadian Public Administration","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":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Resilience (materials science); Indigenous; Administration (probate law); Government (linguistics); Public policy; Public sector; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002007272,0.000193734,0.0001915029,0.001299792,0.006942669,0.0006836055,0.0003646049,0.0004032986,0.0001971984],"category_scores_gemma":[0.0002882643,0.0002229743,0.00003059935,0.001732619,0.000444245,0.001174047,0.00000170441,0.0003204848,0.00003043519],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002892132,"about_ca_system_score_gemma":0.2954143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9455706,"about_ca_topic_score_gemma":0.9999919,"domain_scores_codex":[0.9968753,0.0003696186,0.0005209615,0.0005841271,0.0003492985,0.001300716],"domain_scores_gemma":[0.9971002,0.00009539728,0.0001408383,0.0003627829,0.0004749433,0.001825868],"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":[0.00001006907,0.00007244413,0.02887766,0.00003932882,0.00001046145,0.00003149747,0.01738302,1.975019e-7,0.00000151543,0.9363794,0.01572703,0.001467422],"study_design_scores_gemma":[0.00009945976,0.00007265325,0.008718046,0.00001676286,0.000005681647,0.00001089824,0.003464445,0.000009967957,0.00002637838,0.0007343506,0.9866255,0.0002158837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5097412,0.0004699751,0.0000514262,0.3527147,0.02344907,0.002164165,0.0001087761,0.0001261317,0.1111746],"genre_scores_gemma":[0.983788,0.0005477784,0.00006656213,0.0002845173,0.008634309,0.00002872728,0.000260855,0.00001182065,0.006377482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9708984,"threshold_uncertainty_score":0.9943501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191939403527014,"score_gpt":0.2890844947708538,"score_spread":0.2771651007355836,"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."}}