{"id":"W4412108456","doi":"10.4095/st000036","title":"Estimated Direct and Indirect Costs of Extreme Wildfires in Western Canada","year":2025,"lang":"en","type":"report","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indirect costs; Geography; Environmental science; Economics","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":[0.0003397885,0.0005257241,0.0003201499,0.001418045,0.001085891,0.001238319,0.0009650366,0.0003430587,0.004578408],"category_scores_gemma":[0.001289647,0.0003594944,0.0007377818,0.002452224,0.000322581,0.0004818038,0.0004889193,0.0005794778,0.0004382862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02312499,"about_ca_system_score_gemma":0.01354733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935318,"about_ca_topic_score_gemma":0.9973169,"domain_scores_codex":[0.9996473,0.00003088568,0.00002533663,0.00004619767,0.0001428279,0.0001073679],"domain_scores_gemma":[0.9991178,0.0001328132,0.00006278046,0.00003006551,0.0005436293,0.0001129463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001033446,0.0001372548,0.8299377,0.0003150086,0.0009674965,0.0006105879,0.000595428,0.09764484,0.002343173,0.00469464,0.01282242,0.04889797],"study_design_scores_gemma":[0.00005692466,0.0000274649,0.9694217,0.00006493645,0.0002287446,0.0001550519,0.001045267,0.01921189,0.0008896018,0.0007297556,0.008115718,0.00005290303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9433247,0.001288849,0.0007880527,0.0002504786,0.0000251114,0.00005145276,0.04149983,0.00005807254,0.01271346],"genre_scores_gemma":[0.9668301,0.001269845,0.00118144,0.00006198301,0.00001073175,0.00002968067,0.01804895,0.00003957564,0.0125277],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02312499,"threshold_uncertainty_score":0.1677843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973223115827175,"score_gpt":0.2455750091450558,"score_spread":0.225842777986784,"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."}}