{"id":"W7104399893","doi":"10.14288/1.0450692","title":"Are Carbon Credits Important for Indigenous Fire Stewardship? : Insights from British Columbia","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Stewardship (theology); Carbon credit; Traditional knowledge; Community engagement; Grounded theory; Carbon fibers; Focus group","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":[0.002123635,0.0003231963,0.0004397138,0.001179287,0.02203003,0.005484188,0.001467716,0.001267622,0.004374857],"category_scores_gemma":[0.004396941,0.0003274223,0.0001500471,0.00243249,0.006427116,0.00220222,0.003727585,0.003258733,0.0002492468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03762521,"about_ca_system_score_gemma":0.04728376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9568951,"about_ca_topic_score_gemma":0.9882571,"domain_scores_codex":[0.9983876,0.0004517131,0.00003691237,0.0001393562,0.0002758024,0.0007087649],"domain_scores_gemma":[0.9961815,0.001751179,0.0001917748,0.00008338844,0.0008779615,0.0009142411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004328792,0.00009568684,0.01870462,0.0001525395,0.0000103899,0.002006796,0.9548594,0.00007775606,0.001043066,0.002831364,0.003849191,0.01632587],"study_design_scores_gemma":[0.000001927821,0.000008211406,0.01154845,0.0001468024,0.000005167758,0.00006134644,0.9760355,0.0000778149,0.00008913894,0.0003079157,0.01170425,0.00001352611],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626008,0.0008187487,0.0002638008,0.005320842,0.00003364775,0.00004445719,0.00008120386,0.000007500814,0.03082894],"genre_scores_gemma":[0.9920581,0.000904859,0.0001952363,0.001087215,0.000005228134,0.00002668871,0.00004830176,0.00001422347,0.005660274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04310495,"threshold_uncertainty_score":0.2729913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007353860966440709,"score_gpt":0.2178964020191311,"score_spread":0.2105425410526904,"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."}}