{"id":"W4206798171","doi":"10.1071/wf21106","title":"High-resolution fire danger forecast for Poland based on the Weather Research and Forecasting Model","year":2021,"lang":"en","type":"article","venue":"International Journal of Wildland Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weather Research and Forecasting Model; Meteorology; Environmental science; Climatology; Numerical weather prediction; Percentile; Index (typography); Geography; Computer science; Statistics; Geology; Mathematics","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":[0.0003746836,0.0004981333,0.0004340603,0.0004930851,0.0002404158,0.0005686323,0.0004469402,0.0003281122,0.0005236871],"category_scores_gemma":[0.0008313809,0.0003044228,0.0004789008,0.0005636407,0.0001025985,0.0006891122,0.0004158655,0.0005705446,0.0001897192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006202553,"about_ca_system_score_gemma":0.001306692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07068139,"about_ca_topic_score_gemma":0.04245142,"domain_scores_codex":[0.9998943,0.00001417954,0.00001221726,0.00002823843,0.00002340738,0.0000277722],"domain_scores_gemma":[0.9998161,0.00002582009,0.00003530881,0.00002185389,0.00007480973,0.00002615556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001305815,0.00009013607,0.04486476,0.0000405041,0.0000735693,0.0001454569,0.00003788667,0.9319175,0.002298899,0.0007448054,0.001580254,0.01807562],"study_design_scores_gemma":[0.00001536779,0.000009023252,0.009593791,0.000003658101,0.00001122954,0.000008989866,0.00001253053,0.9896718,0.0003037286,0.0001181528,0.000244686,0.000006935054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677964,0.0001336938,0.025682,0.0002077042,0.00004522079,0.00005454393,0.002748249,0.0004118784,0.002920214],"genre_scores_gemma":[0.9849237,0.000118697,0.01130383,0.00001000452,0.00001228024,0.00003596293,0.002876153,0.00002537246,0.0006939117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07068139,"threshold_uncertainty_score":0.1405399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592414230475638,"score_gpt":0.282310859643315,"score_spread":0.2363867173385586,"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."}}