{"id":"W2977157632","doi":"10.3390/f10100838","title":"Variation in the Canadian Fire Weather Index Thresholds for Increasingly Larger Fires in Portugal","year":2019,"lang":"en","type":"article","venue":"Forests","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia","keywords":"Environmental science; Shrubland; Fire regime; Mediterranean climate; Flammable liquid; Physical geography; Geography; Mediterranean Basin; Fire protection; Climatology; Ecosystem; Ecology; Geology","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":[0.000386659,0.0001692533,0.0001656288,0.0008456225,0.000623015,0.0006040591,0.0003465051,0.0001933521,0.001294131],"category_scores_gemma":[0.001494352,0.0001366865,0.0002948609,0.001267193,0.0002698689,0.0001563421,0.0002869474,0.0002205683,0.0001642127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004019224,"about_ca_system_score_gemma":0.00258431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8147876,"about_ca_topic_score_gemma":0.9417667,"domain_scores_codex":[0.9997008,0.00002243092,0.00001355973,0.00009938468,0.00006918782,0.00009457702],"domain_scores_gemma":[0.9992047,0.0001024767,0.0002490116,0.00008701945,0.0002382797,0.0001185583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001618361,0.00002564554,0.9802689,0.00002158867,0.00004349128,0.00009600809,0.0007416641,0.0009008282,0.001061,0.000315972,0.001320318,0.01504256],"study_design_scores_gemma":[0.000001114843,0.000002734262,0.9988024,0.000004798706,0.000003066951,0.0000330165,0.0002322506,0.0002098548,0.00009968286,0.0000161513,0.0005909189,0.000003964942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916325,0.0001351209,0.0002881449,0.00004518211,0.000007431003,0.00001055617,0.002287372,0.00001836881,0.005575342],"genre_scores_gemma":[0.9976592,0.00007806474,0.0002984829,0.00001008133,0.000002238529,0.0000061834,0.001187165,0.00001020241,0.0007483182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8147876,"threshold_uncertainty_score":0.3726062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005717238962127546,"score_gpt":0.2083788081919883,"score_spread":0.2026615692298607,"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."}}