{"id":"W4285045584","doi":"10.1007/s10584-022-03399-8","title":"Unravelling the effect of climate change on fire danger and fire behaviour in the Transboundary Biosphere Reserve of Meseta Ibérica (Portugal-Spain)","year":2022,"lang":"en","type":"article","venue":"Climatic Change","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Directorate for Biological Sciences","keywords":"Climate change; Environmental science; Shrubland; Fire regime; Biosphere; Evergreen; Mediterranean climate; Ecosystem; Climatology; Physical geography; Atmospheric sciences; Ecology; 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":[0.003219951,0.0002442327,0.0004306102,0.00002925238,0.0003060603,0.00002369981,0.0006170256,0.00006900245,0.0006316205],"category_scores_gemma":[0.0000661692,0.0001487973,0.0001234308,0.000551495,0.0002337196,0.0001445269,0.0003155662,0.0003516281,0.00001732745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169271,"about_ca_system_score_gemma":0.00000402608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001826454,"about_ca_topic_score_gemma":0.0006973348,"domain_scores_codex":[0.9970236,0.0009905059,0.0004502697,0.0003492361,0.0007806001,0.000405735],"domain_scores_gemma":[0.9980215,0.0009686705,0.0003017016,0.0006524111,0.000004926332,0.00005077753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004620838,0.0006817788,0.6856431,0.002991728,0.00006510475,0.0001819352,0.08052544,0.0001364303,0.0008792653,0.000057447,0.0006683421,0.2277074],"study_design_scores_gemma":[0.002891317,0.006628634,0.8688372,0.001179162,0.0003128262,0.0001093546,0.007411431,0.1083594,0.001066465,0.0000913294,0.002286432,0.0008265216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943763,0.001008508,9.581408e-7,0.001242221,0.0001607405,0.002233386,0.0001905696,0.00001747916,0.0007698093],"genre_scores_gemma":[0.9983718,0.0002270245,0.00001877347,0.0002448932,0.0000459512,0.001014119,0.00002197735,0.00003235089,0.00002312199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2268809,"threshold_uncertainty_score":0.6915801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331271803688096,"score_gpt":0.2475639684920286,"score_spread":0.2242512504551476,"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."}}