{"id":"W2792010672","doi":"10.3390/fire1010009","title":"Defining Extreme Wildfire Events: Difficulties, Challenges, and Impacts","year":2018,"lang":"en","type":"article","venue":"Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":494,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia","keywords":"Damages; Terminology; Natural disaster; Natural hazard; Environmental resource management; Event (particle physics); Geography; History; Environmental science; Meteorology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008493789,0.0009743812,0.000987487,0.006928742,0.002556782,0.007678552,0.001721352,0.002421066,0.001315299],"category_scores_gemma":[0.01552243,0.0003527146,0.0007218915,0.005449171,0.00709782,0.01116489,0.004615004,0.002444582,0.0003352958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00229971,"about_ca_system_score_gemma":0.003384862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003659436,"about_ca_topic_score_gemma":0.00516605,"domain_scores_codex":[0.9938537,0.002289372,0.001184287,0.0007600597,0.001522301,0.0003902849],"domain_scores_gemma":[0.9885144,0.00640519,0.002273505,0.0003608019,0.00202217,0.0004240718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001468203,0.0001662897,0.122368,0.006920809,0.0001654485,0.002384534,0.06546609,0.004956869,0.00263537,0.2969472,0.00835521,0.4894875],"study_design_scores_gemma":[0.00001982498,0.0002125683,0.1128927,0.01439135,0.0001788852,0.006378165,0.2858184,0.009418746,0.002449386,0.3646878,0.2031762,0.0003759935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3605599,0.1657893,0.3271708,0.04167972,0.003430657,0.001157263,0.001286822,0.0002263251,0.09869912],"genre_scores_gemma":[0.8601462,0.05414276,0.07625383,0.003459097,0.001647983,0.0006240907,0.0008952667,0.00007761825,0.002753154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008493789,"threshold_uncertainty_score":0.04492003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626572306387481,"score_gpt":0.2159246683897756,"score_spread":0.1996589453259008,"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."}}