{"id":"W4407551366","doi":"10.1080/02255189.2025.2456008","title":"A co-created model for self-determined development objectives in Indigenous communities","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"ExxonMobil Foundation","keywords":"Indigenous; Geography; Environmental planning; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005836983,0.0004917943,0.0002463759,0.001674173,0.004612776,0.005648731,0.001777838,0.001887452,0.005709661],"category_scores_gemma":[0.004434746,0.0002849637,0.0006703649,0.001104775,0.008266261,0.005488377,0.005070478,0.002066963,0.0007392481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008046996,"about_ca_system_score_gemma":0.01179155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009768684,"about_ca_topic_score_gemma":0.01637557,"domain_scores_codex":[0.9956588,0.002816042,0.0001288345,0.0004215029,0.0005409872,0.000433935],"domain_scores_gemma":[0.9967614,0.0013132,0.0002747189,0.0004122471,0.0007218696,0.00051667],"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":[0.00001505997,0.00008918726,0.001396611,0.0000693294,0.000007082856,0.0004312187,0.03264074,0.003845077,0.0003808066,0.9487981,0.0009331618,0.01139358],"study_design_scores_gemma":[0.00006908149,0.0001858876,0.002065216,0.0003499496,0.0000395866,0.0009177844,0.04510358,0.03715269,0.001063664,0.7011439,0.2118338,0.00007474314],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.122508,0.0004962329,0.2810757,0.01166094,0.0002013495,0.001380822,0.000211805,0.00021795,0.5822473],"genre_scores_gemma":[0.8348067,0.0002932788,0.1281628,0.00030399,0.00001905124,0.001075859,0.0001020149,0.00005684293,0.03517941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9902313,"threshold_uncertainty_score":0.05838531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04429882198022733,"score_gpt":0.2555156664343166,"score_spread":0.2112168444540892,"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."}}