{"id":"W2332054661","doi":"10.1093/jee/tov344","title":"Development and Evaluation of Degree-Day Models for<i>Acrolepiopsis assectella</i>(Lepidoptera: Acrolepiidae) Based on Hosts and Flight Patterns","year":2015,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture","keywords":"Biology; Lepidoptera genitalia; PEST analysis; Population; Degree day; Integrated pest management; Allium; First generation; Growing season; Toxicology; Horticulture; Agronomy; Ecology; Demography; Geography","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":[0.001563214,0.0006729297,0.000487282,0.000530163,0.0004111154,0.0006746931,0.0009000083,0.0004578695,0.0008512216],"category_scores_gemma":[0.003027626,0.0003615594,0.0005844674,0.0001827536,0.0002454322,0.0006219139,0.0005219834,0.0007216903,0.0002157064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009931637,"about_ca_system_score_gemma":0.00128689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02583367,"about_ca_topic_score_gemma":0.02210009,"domain_scores_codex":[0.999701,0.0001281579,0.0000181483,0.00007080522,0.00003410028,0.00004787043],"domain_scores_gemma":[0.997722,0.001581694,0.0002605466,0.00006777668,0.0002681169,0.00009981633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008221771,0.00007818217,0.009083659,0.00001669934,0.00005064306,0.00001721287,0.0000254246,0.9778413,0.0008126709,0.0005288395,0.0002028249,0.01126033],"study_design_scores_gemma":[0.000002490351,0.00001532855,0.0005163481,0.000001519762,0.000004326791,0.00000319356,0.000003984685,0.9991944,0.0001125627,0.0001018851,0.00004153092,0.000002376845],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7669094,0.000465554,0.2274826,0.0002576697,0.00004416641,0.0001418667,0.0003823184,0.000792766,0.003523677],"genre_scores_gemma":[0.9753265,0.0001057941,0.02307382,0.00003537434,0.00001258533,0.00007868811,0.0003468751,0.00004314369,0.0009772636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02583367,"threshold_uncertainty_score":0.05136657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06779534433318572,"score_gpt":0.2762186778939411,"score_spread":0.2084233335607553,"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."}}