{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001406189,0.0001106899,0.0001178776,0.00004873427,0.000100324,0.00001927802,0.0002102388,0.00008657113,0.00133998],"category_scores_gemma":[0.00003673463,0.000115513,0.00008308746,0.0008278469,0.00006653363,0.0001400154,0.000007324258,0.0002489367,0.0005042716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008285364,"about_ca_system_score_gemma":0.00001218867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003594564,"about_ca_topic_score_gemma":0.003271124,"domain_scores_codex":[0.9990264,0.00008893821,0.0001606616,0.0002895559,0.000220632,0.0002138016],"domain_scores_gemma":[0.9991586,0.0001515259,0.00002387299,0.000583645,0.000004690658,0.00007763388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001914155,0.005290069,0.2922329,0.0002103205,0.0001851408,0.001520638,0.003332734,0.03190919,0.01517419,0.001211692,0.007017518,0.6417242],"study_design_scores_gemma":[0.003796204,0.0005668692,0.8087664,0.0003333245,0.0001171419,0.0002904178,0.000512971,0.04740128,0.02967185,0.014706,0.09193796,0.001899637],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921097,0.00008094717,0.003368978,0.001752603,0.0003651242,0.0001816863,0.00001639366,0.00007712887,0.002047429],"genre_scores_gemma":[0.9984211,0.0001118082,0.0005997781,0.0004629686,0.000008621088,0.00003833637,0.00000368036,0.00001497263,0.0003387326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6398245,"threshold_uncertainty_score":0.9995729,"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."}}