{"id":"W2022951020","doi":"10.1071/wf00015","title":"Comparative study of various methods of fire danger evaluation in southern Europe","year":2000,"lang":"en","type":"article","venue":"International Journal of Wildland Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":269,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boreal; Geography; Physical geography; Environmental science; Fire regime; Statistical analysis; Climatology; Mediterranean climate; Meteorology; Statistics; Mathematics; Archaeology; Ecosystem; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001420424,0.00009604424,0.0002905481,0.00006558879,0.00001573203,0.00001228174,0.0003779733,0.00003616239,0.001549334],"category_scores_gemma":[0.00007756987,0.00007580087,0.00005763881,0.0001776115,0.00004920223,0.0001843518,0.00004425057,0.0001430665,0.00003603821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211404,"about_ca_system_score_gemma":0.00002143415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264207,"about_ca_topic_score_gemma":0.0003020311,"domain_scores_codex":[0.9978923,0.0004470781,0.0006321506,0.0001192449,0.0008241291,0.0000850806],"domain_scores_gemma":[0.999094,0.0001293726,0.0004953746,0.0001112781,0.0001323982,0.00003754495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006928198,0.002528151,0.4349513,0.00001329537,0.000361549,0.00008235133,0.05418586,0.08213098,0.004398249,0.000001893466,0.0007169101,0.4199367],"study_design_scores_gemma":[0.006896789,0.002233011,0.7078918,0.0003688878,0.0001403124,0.0001908359,0.003726943,0.2740038,0.0006425487,0.0001948759,0.003394213,0.0003159762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976749,0.0001070096,0.00004747901,0.00008669409,0.000243541,0.0002283599,0.00001032434,0.000002406789,0.001599246],"genre_scores_gemma":[0.9991944,0.0000110318,0.0005339039,0.00001929738,0.00006155889,0.000003617741,0.000002294111,0.000007516868,0.0001663387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4196207,"threshold_uncertainty_score":0.9993634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466476361720244,"score_gpt":0.333934078070218,"score_spread":0.3092693144530156,"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."}}