{"id":"W4324265006","doi":"10.1590/0001-3765202320191295","title":"Sudden and simultaneous population outbreak of Neoaulacoryssus speciosus in an urban area of 12 municipalities in the Caatinga biome","year":2023,"lang":"en","type":"article","venue":"Anais da Academia Brasileira de Ciências","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Outbreak; Biome; Geography; Population; Agriculture; Habitat; Socioeconomics; Wet season; Ecology; Agroforestry; Biology; Environmental health; Cartography; Archaeology; Ecosystem; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002152946,0.0002202178,0.0002018569,0.000675173,0.001059565,0.000374394,0.0002956813,0.0003179025,0.0004857629],"category_scores_gemma":[0.0004349086,0.0002255847,0.0001845036,0.0005853722,0.0007064312,0.0002319977,0.000864878,0.0001739185,0.00004425764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009635116,"about_ca_system_score_gemma":0.0009054599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1061201,"about_ca_topic_score_gemma":0.3557861,"domain_scores_codex":[0.9998286,0.00002645636,0.00001230703,0.00005209131,0.00002473487,0.00005576544],"domain_scores_gemma":[0.9996624,0.00003122925,0.0001604938,0.00002246628,0.00003370507,0.00008968198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007656214,0.00004246748,0.9856864,0.00006183681,0.00002899595,0.001459857,0.004609663,0.00007913468,0.002987895,0.00006332091,0.0001733178,0.004730507],"study_design_scores_gemma":[0.000002382083,0.00003059234,0.9951114,0.000008236283,0.00001133711,0.0003935696,0.003854973,0.00008715213,0.0001154835,0.00001396125,0.000366144,0.000004752515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997246,0.00004466454,0.00001487845,0.00001289228,6.721497e-7,0.000005329227,0.00003955259,0.000001457406,0.0001558953],"genre_scores_gemma":[0.9996405,0.0000660679,0.00008874931,0.0000100548,0.000001163686,0.000007873261,0.00006519278,7.877838e-7,0.0001196132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1061201,"threshold_uncertainty_score":0.2110047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061398817441544,"score_gpt":0.2788434701747342,"score_spread":0.2482294820003188,"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."}}