{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009751185,0.0007590674,0.000645529,0.004122688,0.0003450594,0.0008687033,0.0005299117,0.0006096349,0.0003914312],"category_scores_gemma":[0.01477641,0.0002715585,0.0006406252,0.002193927,0.0003122215,0.0004958244,0.0007106006,0.0002503092,0.0001147317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007909344,"about_ca_system_score_gemma":0.0004495656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136135,"about_ca_topic_score_gemma":0.01582301,"domain_scores_codex":[0.9946421,0.00299784,0.0003884077,0.0004016927,0.001425956,0.0001439725],"domain_scores_gemma":[0.9856368,0.009918955,0.0009953249,0.0004364692,0.002814596,0.0001978525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002245452,0.0004039616,0.4869677,0.0006175831,0.001128839,0.0001881369,0.002144928,0.08903978,0.006923951,0.00106231,0.0006415399,0.4086359],"study_design_scores_gemma":[0.0002413999,0.00116658,0.6986716,0.0001669321,0.0003304002,0.0004305923,0.001172318,0.2843526,0.009061404,0.001176957,0.003067998,0.000161277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697496,0.001041324,0.02639945,0.0000431165,0.000021035,0.00008368912,0.0002474144,0.000146922,0.002267278],"genre_scores_gemma":[0.9572177,0.0005165508,0.04062849,0.00001429519,0.00002537332,0.00009529111,0.0005764997,0.00003852856,0.0008872986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01136135,"threshold_uncertainty_score":0.05156982,"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."}}