{"id":"W4414736688","doi":"10.1111/capa.70032","title":"Reshaping Public Perception: Indigenous Ways of Being in Governance Roles","year":2025,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"Royal Roads University","keywords":"Indigenous; Corporate governance; Revenue; Compensation (psychology); Per capita; Survey data collection","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00639795,0.0001807782,0.0002511209,0.001582773,0.00650807,0.005269091,0.0007687488,0.0004899704,0.004168498],"category_scores_gemma":[0.008653463,0.0001925241,0.0001391637,0.001212555,0.01159224,0.002781481,0.004788461,0.001625437,0.000159382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00969546,"about_ca_system_score_gemma":0.007944403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2005398,"about_ca_topic_score_gemma":0.264945,"domain_scores_codex":[0.9936401,0.003401647,0.000116349,0.0003598089,0.001188639,0.001293397],"domain_scores_gemma":[0.9939801,0.002090086,0.001290522,0.0005069464,0.001088932,0.001043532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000251012,0.00004863508,0.05622771,0.00003645372,0.000007927526,0.0001924184,0.9192731,0.00005253277,0.0006425297,0.01030277,0.0008335111,0.0123572],"study_design_scores_gemma":[0.000001420503,0.00001859588,0.05337835,0.00004572006,0.000005652589,0.00005296437,0.9346822,0.00008483134,0.000108027,0.0009786648,0.01063167,0.00001189394],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654613,0.0001060214,0.0006165433,0.001698559,0.0000180579,0.00001902161,0.00002418948,0.000008754376,0.03204761],"genre_scores_gemma":[0.9987289,0.00003243901,0.00006821893,0.00006739606,0.00000374054,0.000004547922,0.000005288804,0.000003458709,0.001086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7994602,"threshold_uncertainty_score":0.398745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296663383638655,"score_gpt":0.289469599348921,"score_spread":0.2565029655125345,"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."}}