{"id":"W2159321828","doi":"10.5194/nhess-12-699-2012","title":"Sensitivity of fire weather index to different reanalysis products in the Iberian Peninsula","year":2012,"lang":"en","type":"article","venue":"Natural hazards and earth system sciences","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Environmental science; Peninsula; Climatology; Meteorology; Wind speed; Relative humidity; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003147534,0.000147412,0.0002696837,0.00006137838,0.0001831193,0.00006018864,0.0002240802,0.00004795425,0.00002450748],"category_scores_gemma":[0.0001058193,0.00007819966,0.00004480793,0.0008115465,0.0002036596,0.000304987,0.0001172544,0.0001110842,0.0000362105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004260178,"about_ca_system_score_gemma":0.00001013746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003590695,"about_ca_topic_score_gemma":0.001314083,"domain_scores_codex":[0.9978933,0.0004799838,0.0002347478,0.0003192721,0.0007045307,0.0003681294],"domain_scores_gemma":[0.9993877,0.0001506004,0.0001062454,0.0002533623,0.0000126209,0.00008942814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002467279,0.00009445351,0.9020324,0.0001423611,0.00001593121,0.000008916485,0.004661385,0.0002530087,0.01354525,0.0001996861,0.0002552917,0.07876664],"study_design_scores_gemma":[0.0001193363,0.00008506088,0.9312538,0.0001031387,0.00001380697,0.00005582018,0.001557422,0.0648903,0.001332632,0.00000267739,0.0004161177,0.0001698636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970291,0.000307775,0.000009757506,0.0004451959,0.0003217343,0.000409543,0.000005447338,0.00001472287,0.001456783],"genre_scores_gemma":[0.9996314,0.000002714615,0.00009802813,0.00005280162,0.00007734446,0.0000113815,7.13726e-7,0.000004343594,0.0001212801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07859678,"threshold_uncertainty_score":0.5428081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008158718380076362,"score_gpt":0.2203800289214992,"score_spread":0.2122213105414228,"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."}}