{"id":"W3165740030","doi":"10.1145/3450626.3459954","title":"Fire in paradise","year":2021,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"King Abdullah University of Science and Technology","keywords":"Terrain; Computer science; Environmental science; Combustion; Process (computing); Scale (ratio); Fire regime; Ecosystem; Ecology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002158899,0.0002803876,0.00017155,0.0002740426,0.001220832,0.001034859,0.0005772678,0.000625336,0.05724413],"category_scores_gemma":[0.000621216,0.0001337671,0.0003516571,0.0003097429,0.0002776916,0.0009869641,0.0007246306,0.0007653382,0.006449236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003705611,"about_ca_system_score_gemma":0.0003428854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066925,"about_ca_topic_score_gemma":0.03879135,"domain_scores_codex":[0.9998893,0.00002913069,0.000002834979,0.00002026046,0.00003356332,0.00002486273],"domain_scores_gemma":[0.999861,0.00002850668,0.000008488706,0.00002247186,0.00001866055,0.00006085406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001457492,0.0006404144,0.03054498,0.0004900297,0.000153451,0.003885587,0.004440316,0.07035446,0.005345044,0.0815719,0.5788826,0.2222338],"study_design_scores_gemma":[0.0001170801,0.0002505281,0.01473499,0.0001496268,0.00004591207,0.0007495861,0.003071568,0.05614607,0.001711385,0.0152916,0.9076505,0.00008110002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2726527,0.00141674,0.03765677,0.004974614,0.003265121,0.0003522816,0.009514398,0.004604633,0.6655627],"genre_scores_gemma":[0.7244257,0.001265855,0.02394793,0.0008503599,0.0002458245,0.0001906522,0.007866509,0.000644432,0.2405627],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05724413,"threshold_uncertainty_score":0.1915007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094625928867904,"score_gpt":0.2238110045039517,"score_spread":0.2128647452152726,"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."}}