{"id":"W6986556040","doi":"","title":"On the projection of future fire danger conditions with various instantaneous/mean-daily data sources","year":2017,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Mean radiant temperature; Wind speed; Relative humidity; Global warming; Sensitivity (control systems)","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":[0.003376466,0.0005289529,0.000347947,0.001291662,0.0002804004,0.001308097,0.000540837,0.0005487449,0.001089492],"category_scores_gemma":[0.009483491,0.0003444602,0.00089204,0.002170093,0.0002817935,0.001102154,0.0006687418,0.0007263394,0.0002907967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005634774,"about_ca_system_score_gemma":0.0008537076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02408578,"about_ca_topic_score_gemma":0.02231609,"domain_scores_codex":[0.9991855,0.0003493698,0.00006163321,0.0001958251,0.0001590394,0.00004869287],"domain_scores_gemma":[0.9958636,0.002334379,0.0004292877,0.0004945422,0.0007913382,0.00008686521],"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":[0.0003604606,0.00008788863,0.1774876,0.0003206211,0.0004963424,0.0001450696,0.0002353478,0.7530007,0.003477359,0.002441528,0.001396699,0.06055053],"study_design_scores_gemma":[0.00003091045,0.00008646138,0.1451696,0.0001053688,0.0001182351,0.000118978,0.0001804904,0.8452049,0.003976249,0.001548752,0.00334861,0.0001114667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240314,0.0008095768,0.05957279,0.0003329078,0.0001173006,0.00007423072,0.009534877,0.0009617383,0.004565213],"genre_scores_gemma":[0.9553427,0.0003308951,0.03820222,0.00003546978,0.0000262929,0.00005122707,0.005620297,0.00007194131,0.0003190393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02408578,"threshold_uncertainty_score":0.0478912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846942043145229,"score_gpt":0.2365846639355681,"score_spread":0.2181152435041158,"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."}}