{"id":"W4392673840","doi":"10.5194/egusphere-egu24-18220","title":"High-resolution fire weather projections for effective forest management and restoration across the Mediterranean region&amp;#160;","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mediterranean climate; Downscaling; Climate change; Context (archaeology); Climatology; Mediterranean Basin; Environmental science; Geography; Precipitation; Fire regime; Ecosystem; Meteorology; Ecology","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":[0.0007132459,0.0004477766,0.0002395961,0.0004899711,0.000317052,0.0007209521,0.0006217904,0.0006953813,0.002130936],"category_scores_gemma":[0.002247322,0.0001958365,0.0005827608,0.0008161507,0.0001483262,0.0004604353,0.0004254813,0.0006250347,0.0007986081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183497,"about_ca_system_score_gemma":0.002193918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3570692,"about_ca_topic_score_gemma":0.3688176,"domain_scores_codex":[0.9998683,0.00003120198,0.000008538645,0.00002409907,0.00004429747,0.0000234426],"domain_scores_gemma":[0.9995794,0.0000449429,0.00003982966,0.00004526732,0.0002251152,0.0000654814],"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":[0.0001883669,0.000155426,0.1084037,0.0001694305,0.0002222103,0.000277553,0.000160829,0.7878712,0.002715098,0.00302641,0.04694304,0.04986671],"study_design_scores_gemma":[0.00009745545,0.00002687204,0.06459857,0.00008302247,0.00004511052,0.00003598425,0.0001414558,0.9088241,0.00118855,0.001207175,0.02370556,0.00004596367],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8374355,0.00122241,0.0430181,0.003413834,0.0005013393,0.0002441432,0.08997702,0.002496781,0.02169077],"genre_scores_gemma":[0.8748655,0.0008737967,0.06713226,0.0002056027,0.0001343852,0.0002008146,0.05377554,0.0002405305,0.002571528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3570692,"threshold_uncertainty_score":0.7099816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970362200097479,"score_gpt":0.2692304086866243,"score_spread":0.2495267866856495,"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."}}