{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003972034,0.0001104357,0.0002141056,0.00002447963,0.000137376,0.000169177,0.0001664382,0.0001233496,0.00002911483],"category_scores_gemma":[0.00003255929,0.0001603169,0.0000666257,0.0001323375,0.00001337694,0.00002096696,0.00004713311,0.0001183572,0.000003650445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007359104,"about_ca_system_score_gemma":0.00001864446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007969256,"about_ca_topic_score_gemma":0.01161277,"domain_scores_codex":[0.9991825,0.00001019114,0.0002280145,0.0002200519,0.0001192076,0.0002400019],"domain_scores_gemma":[0.999593,0.000034934,0.00005237962,0.0002371053,0.00002611188,0.00005644342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002994274,0.0002317568,0.07940237,0.001792515,0.001420486,0.0007803361,0.008029426,0.005913652,0.0002666286,0.00001755032,0.7562268,0.1458886],"study_design_scores_gemma":[0.00158681,0.000100839,0.2627014,0.001280161,0.0002430613,0.000004848574,0.001578046,0.06589224,0.0002713743,0.0006941395,0.664822,0.0008250447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888648,0.005469666,0.00003130797,0.00004370376,0.0008132844,0.0003633182,0.0001460944,0.0003484525,0.003919392],"genre_scores_gemma":[0.9931544,0.00007633746,0.00008588374,0.0001235144,0.0002476723,0.0001015375,0.00007781766,0.00003428625,0.006098518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.183299,"threshold_uncertainty_score":0.9986368,"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."}}