{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009624813,0.0001420419,0.0001400057,0.000008834449,0.0006655073,0.00005352121,0.0009291072,0.0000368151,0.002859683],"category_scores_gemma":[0.00005913412,0.00009072872,0.00006505629,0.0003229858,0.0001337683,0.0001432612,0.0008035192,0.000522314,0.0004164735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005184169,"about_ca_system_score_gemma":0.00002595613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658355,"about_ca_topic_score_gemma":0.002447412,"domain_scores_codex":[0.9982404,0.00038742,0.0001979198,0.0003116185,0.000460754,0.0004019654],"domain_scores_gemma":[0.9988523,0.0004006183,0.0001105273,0.0005874638,0.000001859104,0.00004729348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000614185,0.00007857669,0.9241922,0.000008373228,0.00001793701,0.00004025196,0.002365724,0.04587378,0.002780725,0.00004316022,0.01716738,0.007370435],"study_design_scores_gemma":[0.001095578,0.0001980396,0.8446689,0.00003570651,0.00002145667,0.00004370311,0.0009893988,0.0772654,0.0007543254,0.0008986555,0.07370093,0.0003278794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955784,0.0005658791,0.00000775623,0.001842306,0.0002563857,0.0003681559,0.0000219274,0.00006258365,0.001296605],"genre_scores_gemma":[0.9987713,0.000008492265,0.00002193991,0.0004804496,0.00011725,0.00008744691,0.000009475839,0.00002722101,0.0004764114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07952331,"threshold_uncertainty_score":0.9980518,"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."}}