{"id":"W2600089042","doi":"10.1002/bes2.1315","title":"As Climate Shifts, So Do Pests: a National Forum and Assessment","year":2017,"lang":"en","type":"article","venue":"Bulletin of the Ecological Society of America","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Geography; Environmental resource management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02051923,0.001165289,0.0007990119,0.006843055,0.004186619,0.006509461,0.001797728,0.004121386,0.01112232],"category_scores_gemma":[0.01937081,0.0005662857,0.001160857,0.005767362,0.001947896,0.01594805,0.009337355,0.004348084,0.001509433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005870429,"about_ca_system_score_gemma":0.01564032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0140623,"about_ca_topic_score_gemma":0.030026,"domain_scores_codex":[0.9934674,0.002323435,0.0005351226,0.0004770023,0.002320261,0.0008768158],"domain_scores_gemma":[0.9770279,0.003840563,0.002564465,0.001112784,0.01042685,0.005027524],"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":[0.0001267831,0.0004684598,0.05347658,0.003070203,0.0001458705,0.0002488472,0.006268599,0.001022883,0.001223138,0.01897374,0.3660669,0.5489079],"study_design_scores_gemma":[0.00002930931,0.0003896608,0.07925342,0.0034071,0.0001340937,0.0002163536,0.01457704,0.001360356,0.0004090825,0.01990369,0.8802087,0.0001111149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05862589,0.07471475,0.01347241,0.6915686,0.0111799,0.001844836,0.01189907,0.0006304683,0.1360641],"genre_scores_gemma":[0.5470663,0.1775836,0.08178413,0.1217514,0.008903386,0.005353805,0.01979009,0.0002920857,0.03747514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02051923,"threshold_uncertainty_score":0.1085173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928978100430013,"score_gpt":0.3221769435861703,"score_spread":0.3028871625818702,"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."}}