{"id":"W4281640902","doi":"10.3390/su14116725","title":"Indigenous-Led Nature-Based Solutions for the Climate Crisis: Insights from Canada","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Saskatchewan; The King's University","funders":"","keywords":"Indigenous; Climate change; Biodiversity; Context (archaeology); Environmental resource management; Greenhouse gas; Environmental planning; Diversity (politics); Political science; Global warming; Geography; Ecology; Environmental 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001419636,0.0001754323,0.0003125127,0.0000464207,0.03901402,0.000007730589,0.0004182975,0.0001649615,0.0004561861],"category_scores_gemma":[0.0009683741,0.000131095,0.0001171646,0.0002645086,0.00007313202,0.00003289076,0.0007164502,0.001274959,0.000004142802],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01084742,"about_ca_system_score_gemma":0.01678208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.889026,"about_ca_topic_score_gemma":0.9854739,"domain_scores_codex":[0.9961776,0.0008146787,0.0004675155,0.0004029904,0.0002603559,0.001876819],"domain_scores_gemma":[0.9954043,0.002421541,0.0002064869,0.000664344,0.001214373,0.00008893626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.002628341,0.001410379,0.271706,0.001989346,0.000805014,0.00009337517,0.3165288,0.009768728,0.00001410818,0.05509884,0.338784,0.001173071],"study_design_scores_gemma":[0.00119006,0.000205509,0.1021828,0.00000325467,0.0001026849,3.032094e-7,0.4792411,0.0005099152,0.00000395677,0.01878442,0.3975203,0.0002556639],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933668,0.00250873,0.0003091931,0.05019646,0.003731441,0.007635616,0.001364171,0.0001179776,0.0004684435],"genre_scores_gemma":[0.9855309,0.0000143231,0.00003571819,0.008384119,0.0002296838,0.005486344,0.0001400927,0.00002410432,0.0001546953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1695231,"threshold_uncertainty_score":0.9929498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533006840709845,"score_gpt":0.3315894137340686,"score_spread":0.3162593453269701,"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."}}