{"id":"W4293289667","doi":"10.5558/tfc2022-001","title":"Rebuilding Yunesit’in fire (<i>Qwen</i>) stewardship: Learnings from the land","year":2022,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stewardship (theology); Sustainability; Environmental resource management; Environmental planning; Plan (archaeology); Mental health; Process (computing); Political science; Business; Public relations; Geography; Psychology; Ecology; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001435789,0.0001867393,0.0001154144,0.000189337,0.00308857,0.001313322,0.0003863823,0.0006181464,0.009900456],"category_scores_gemma":[0.0007089952,0.0001062349,0.0002126903,0.0001962098,0.001022522,0.001297952,0.002096731,0.001644077,0.0006351135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000908407,"about_ca_system_score_gemma":0.003821614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003988092,"about_ca_topic_score_gemma":0.02572179,"domain_scores_codex":[0.9997995,0.00005128721,0.000006673384,0.00002313663,0.00002885467,0.00009052623],"domain_scores_gemma":[0.9995508,0.00005451706,0.00002500862,0.00002966581,0.00003983027,0.0003002058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002511483,0.001558108,0.044384,0.0009678596,0.00003849077,0.001255115,0.07352044,0.0005428799,0.01409955,0.04677967,0.1756612,0.6409416],"study_design_scores_gemma":[0.00003351568,0.0006215992,0.0498026,0.0003141407,0.00002016774,0.0005243901,0.02409491,0.0003199304,0.003383766,0.005779586,0.9150719,0.00003339972],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5891216,0.003570747,0.009122405,0.03968591,0.002494785,0.0006514339,0.0002836056,0.0003561006,0.3547133],"genre_scores_gemma":[0.7627772,0.003304358,0.0199418,0.009882476,0.0003011383,0.0005171843,0.0004979555,0.0001582227,0.2026197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009900456,"threshold_uncertainty_score":0.03312033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007116705821862778,"score_gpt":0.2056111872255965,"score_spread":0.1984944814037337,"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."}}