{"id":"W4414778502","doi":"10.3390/fire8100391","title":"Are Carbon Credits Important for Indigenous Fire Stewardship? Insights from British Columbia","year":2025,"lang":"en","type":"article","venue":"Fire","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; University of British Columbia","funders":"Mitacs","keywords":"Stewardship (theology); Indigenous; Carbon credit; Traditional knowledge; Community engagement; Grounded theory; Carbon fibers; Focus group","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002130894,0.0002901619,0.0003757532,0.001060848,0.02099771,0.005209556,0.001272283,0.001183101,0.004164986],"category_scores_gemma":[0.004013149,0.0002792346,0.0001247559,0.001967248,0.006921649,0.002071306,0.003230772,0.002820428,0.0002066105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0403026,"about_ca_system_score_gemma":0.05318697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9567971,"about_ca_topic_score_gemma":0.9872965,"domain_scores_codex":[0.9982667,0.0004816194,0.00003686242,0.0001394142,0.0003040147,0.00077132],"domain_scores_gemma":[0.9963714,0.001650989,0.0001755446,0.00007195013,0.000804341,0.0009257617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004729074,0.00009805273,0.0194996,0.0001882069,0.00001047074,0.002534231,0.9430001,0.000141046,0.001377638,0.006138644,0.005689597,0.02127507],"study_design_scores_gemma":[0.000001853529,0.000008734046,0.01083243,0.0001808243,0.000005118201,0.00007634404,0.9717297,0.0001001731,0.0001158951,0.0004849639,0.01644908,0.00001482204],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434043,0.0009731476,0.0003135648,0.008894438,0.00004332313,0.00004033479,0.00006752719,0.000008583441,0.04625477],"genre_scores_gemma":[0.9920813,0.0009016274,0.0001726464,0.0009840091,0.000004538244,0.0000191751,0.00002978208,0.00001135984,0.005795578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04320288,"threshold_uncertainty_score":0.2924172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006995322925598642,"score_gpt":0.1906305878399295,"score_spread":0.1836352649143309,"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."}}