{"id":"W7116372213","doi":"10.14288/1.0451063","title":"Transformative frameworks and strategic planning for wildlife stewardship, co-management, and Indigenous-led conservation","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wildlife; Indigenous; Wildlife conservation; Wildlife management; North American Model of Wildlife Conservation; Traditional knowledge; Government (linguistics); Status quo; Ecosystem management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03341546,0.001029732,0.000695369,0.005372067,0.01546649,0.0219992,0.004145045,0.005999292,0.006792521],"category_scores_gemma":[0.02050409,0.0005540116,0.00111537,0.004661862,0.07924183,0.01047796,0.01629007,0.008907754,0.0006177162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08511516,"about_ca_system_score_gemma":0.2031192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3166916,"about_ca_topic_score_gemma":0.4540041,"domain_scores_codex":[0.9772186,0.01360204,0.0007029635,0.001427222,0.003445533,0.003603588],"domain_scores_gemma":[0.9817266,0.009130099,0.001368493,0.001656517,0.002679055,0.00343924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001015762,0.00004328756,0.0006925111,0.0003396325,0.00001904755,0.0003156015,0.03904644,0.001686781,0.0002065902,0.9159557,0.008365432,0.03331894],"study_design_scores_gemma":[0.00001508962,0.00003067807,0.001597708,0.002425096,0.000027158,0.0001502856,0.07461569,0.001505528,0.0003367789,0.618839,0.3004002,0.00005681065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02958225,0.018435,0.1160825,0.2572625,0.0009960207,0.001111487,0.0002159783,0.0003157302,0.5759985],"genre_scores_gemma":[0.884233,0.008418818,0.07780726,0.008975291,0.0001359849,0.0006935623,0.0001680953,0.0000926988,0.01947533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3166916,"threshold_uncertainty_score":0.6296965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335634519070253,"score_gpt":0.2531053120435999,"score_spread":0.2397489668528974,"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."}}