{"id":"W2955407230","doi":"10.1139/cjfr-2018-0309","title":"Climate change, increasing forest fire incidence, and the value of visibility: evidence from British Columbia, Canada","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada); Capital Regional District; Simon Fraser University","funders":"","keywords":"Visibility; Haze; Climate change; Homogeneous; Geography; Damages; Human health; Value (mathematics); Environmental science; Environmental health; Meteorology; Ecology; Medicine; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00190752,0.0004697427,0.0006919038,0.001945522,0.003640875,0.002190527,0.00179027,0.0007115171,0.006133372],"category_scores_gemma":[0.008643655,0.0003515271,0.0007669674,0.005717706,0.001917009,0.0006373662,0.0009709047,0.001334827,0.0003231887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02764564,"about_ca_system_score_gemma":0.03345725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983524,"about_ca_topic_score_gemma":0.9992367,"domain_scores_codex":[0.9987862,0.0002280699,0.00009173629,0.0001832901,0.0004015189,0.0003093252],"domain_scores_gemma":[0.9860715,0.003872361,0.001865982,0.0005479418,0.005714453,0.001927791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003389898,0.0002144946,0.9656881,0.0002613038,0.0003990956,0.0003635531,0.002226673,0.0007961317,0.0001208129,0.001121731,0.007490468,0.02097866],"study_design_scores_gemma":[0.00004589775,0.00003048052,0.9900444,0.0003147596,0.0002405646,0.00004449848,0.004425989,0.0006885802,0.00006278632,0.0002221799,0.003836046,0.00004389726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969158,0.01044875,0.000254686,0.002815221,0.00005416775,0.00006249803,0.004746908,0.00001289496,0.01244681],"genre_scores_gemma":[0.9905791,0.004573572,0.0001987919,0.0003213638,0.00001138901,0.00001812635,0.001591099,0.000009097794,0.00269757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02764564,"threshold_uncertainty_score":0.2005841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09345124719513932,"score_gpt":0.2527851671180816,"score_spread":0.1593339199229423,"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."}}