{"id":"W4411706765","doi":"10.29173/jaed490","title":"Accountability frameworks for Indigenous financial institutions in Australia, Canada, and New Zealand","year":2025,"lang":"en","type":"article","venue":"Journal of Aboriginal Economic Development","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"First Nations University of Canada","funders":"","keywords":"Accountability; Indigenous; Business; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0007505805,0.0001406896,0.0004658496,0.0003245888,0.0001427199,0.00008462944,0.0002393467,0.0001593982,0.00005929157],"category_scores_gemma":[0.00009409012,0.0001643896,0.00005578732,0.0001354421,0.00003799532,0.0002571246,0.00003014913,0.000412119,0.000005735793],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002005415,"about_ca_system_score_gemma":0.007919184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2956032,"about_ca_topic_score_gemma":0.7044446,"domain_scores_codex":[0.9985343,0.000009773042,0.001005221,0.0001499755,0.00003009839,0.0002706037],"domain_scores_gemma":[0.9992315,0.0001011328,0.0003952984,0.0001059605,0.00004306199,0.0001230278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001620593,0.0001090377,0.9411011,0.00004588978,0.0001434016,0.000007244209,0.007007704,0.0001647042,0.000001698253,0.02210595,0.01296873,0.01618247],"study_design_scores_gemma":[0.0007777421,0.00002272424,0.5971113,0.00004484986,0.000004470057,0.000004127134,0.00008386866,0.000006210018,0.00001407119,0.01864316,0.3831469,0.0001405889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962478,0.0003284754,0.0006735882,0.0008428508,0.001150925,0.0001958872,0.00003258049,0.000003142627,0.0005247823],"genre_scores_gemma":[0.9904778,0.000190545,0.006145077,0.000364821,0.000125209,0.000009504769,0.00000731389,0.000007143889,0.002672581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4088413,"threshold_uncertainty_score":0.997705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03957952901858486,"score_gpt":0.3117259400551907,"score_spread":0.2721464110366059,"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."}}