{"id":"W2518144262","doi":"10.11395/jjsem.14.155","title":"Forest Fires and Wind Flow","year":2014,"lang":"en","type":"article","venue":"Hokkaido University Collection of Scholarly and Academic Papers (Hokkaido University)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Environmental science; Mechanics; Geology; Meteorology; Physics","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":[0.0002251457,0.0001634176,0.0001873076,0.0006666639,0.0004051163,0.0009174296,0.0001327076,0.0002514674,0.003812244],"category_scores_gemma":[0.000953743,0.00016169,0.0001393023,0.0006656082,0.0002204245,0.0003689602,0.0002503225,0.0003175521,0.0003195848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004219319,"about_ca_system_score_gemma":0.0002364727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01871159,"about_ca_topic_score_gemma":0.0269711,"domain_scores_codex":[0.9998813,0.00002535375,0.00001172119,0.0000219961,0.00002646406,0.00003321243],"domain_scores_gemma":[0.9995925,0.00009937904,0.0001284744,0.0000205863,0.0000715217,0.00008760564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003724625,0.0001457397,0.9586799,0.00008233057,0.0001229432,0.000312313,0.0003947591,0.004619519,0.00327112,0.001291984,0.001256488,0.02945046],"study_design_scores_gemma":[0.00001220976,0.00003245974,0.9962746,0.00002272158,0.00001808342,0.00006404879,0.0003055122,0.001369709,0.0001706027,0.0004547688,0.001266593,0.000008692937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879234,0.00138357,0.0005837985,0.00014502,0.00007985574,0.00001804577,0.0007926775,0.0000245182,0.009049061],"genre_scores_gemma":[0.9975194,0.0005413829,0.0002521038,0.00002395414,0.00003316426,0.000006833645,0.0003923651,0.000005684221,0.001225081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01871159,"threshold_uncertainty_score":0.03720534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005539341854253509,"score_gpt":0.1604047879704828,"score_spread":0.1548654461162293,"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."}}