{"id":"W3157234686","doi":"10.37002/biobrasil.v11i2.1738","title":"The WMO vegetation fire and smoke pollution warning advisory and assessment system (VFSP-WAS)","year":2021,"lang":"en","type":"article","venue":"Biodiversidade Brasileira","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Political science; Geography; Humanities; Philosophy","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":[0.008908925,0.0006394065,0.0005129026,0.002792165,0.001046991,0.001714885,0.001861593,0.001428579,0.005902943],"category_scores_gemma":[0.01127195,0.0004284639,0.0003423357,0.002287161,0.0005853359,0.00114916,0.00176274,0.001478795,0.00132928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348799,"about_ca_system_score_gemma":0.008205194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06181684,"about_ca_topic_score_gemma":0.05376835,"domain_scores_codex":[0.9967817,0.000956886,0.0002716638,0.0002630285,0.001433978,0.000292783],"domain_scores_gemma":[0.9897709,0.002055297,0.001209542,0.001134513,0.004415839,0.001413878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008174542,0.0007754407,0.1038876,0.000902732,0.0003857963,0.0005245376,0.002396941,0.0228791,0.02262521,0.0347538,0.3362708,0.4737806],"study_design_scores_gemma":[0.0003226063,0.0003743006,0.09372386,0.0007782984,0.0001768556,0.0002219269,0.001450075,0.04643624,0.01351258,0.01204798,0.8306785,0.0002768233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.188769,0.001453773,0.362942,0.02084033,0.004711883,0.01272671,0.1138847,0.01889818,0.2757736],"genre_scores_gemma":[0.5053037,0.001033108,0.3771327,0.003463163,0.000648596,0.00533403,0.05967298,0.0008417227,0.04656991],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06181684,"threshold_uncertainty_score":0.1229141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273866322597808,"score_gpt":0.2263875347347443,"score_spread":0.2136488715087662,"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."}}