{"id":"W2997926576","doi":"10.37002/biodiversidadebrasileira.v9i1.1157","title":"WildFireSat - unlocking the potential for a global WildFire monitoring service","year":2019,"lang":"en","type":"article","venue":"Biodiversidade Brasileira","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Canadian Forest Service; Canadian Space Agency","funders":"","keywords":"Service (business); Environmental resource management; Remote sensing; Environmental science; Business; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00192026,0.0004267919,0.0003062594,0.0005710821,0.0005544205,0.001573654,0.0007019088,0.00073743,0.0139182],"category_scores_gemma":[0.001474677,0.0001779062,0.0002654256,0.0008834015,0.0004045499,0.00207656,0.001894605,0.001396974,0.005294635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133026,"about_ca_system_score_gemma":0.003979979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07530724,"about_ca_topic_score_gemma":0.1020539,"domain_scores_codex":[0.9994736,0.00007193118,0.00001176172,0.00005486872,0.0002418505,0.000145965],"domain_scores_gemma":[0.9979396,0.0001214302,0.00004835449,0.0002445403,0.001078075,0.000568072],"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":[0.0007812612,0.0002261427,0.01892461,0.0002037911,0.00005550058,0.0003119743,0.0004228796,0.009349496,0.01787046,0.03324025,0.4618548,0.4567588],"study_design_scores_gemma":[0.0001181239,0.0002079817,0.01188919,0.0001246339,0.00002751695,0.0002067323,0.0006461522,0.04054939,0.005457062,0.00960933,0.9311157,0.000048202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.127194,0.00674725,0.2555776,0.06626233,0.004550087,0.0008740905,0.02961673,0.04095021,0.4682277],"genre_scores_gemma":[0.6490343,0.004106901,0.1954536,0.007429258,0.001067776,0.00028747,0.06133262,0.002928458,0.07835965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07530724,"threshold_uncertainty_score":0.1497378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089097337486541,"score_gpt":0.215386809555412,"score_spread":0.2044958361805466,"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."}}