{"id":"W4388487121","doi":"10.1016/j.biocontrol.2023.105393","title":"Who eats the yellowmargined leaf beetle? Field observations and genetic surveillance to identify local predators of a novel invasive pest","year":2023,"lang":"en","type":"article","venue":"Biological Control","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"College of Agricultural and Environmental Sciences, University of California, Davis; National Institute of Food and Agriculture; University of Georgia; Organic Farming Research Foundation","keywords":"Biology; Predation; PEST analysis; Predator; Biological pest control; Ecology; Leaf beetle; Invasive species; Habitat; Botany; Larva","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":[0.0004564858,0.0001677165,0.0001697835,0.0003423984,0.0004197859,0.0003459133,0.0002010603,0.0003783829,0.000961147],"category_scores_gemma":[0.0005932392,0.0001242014,0.00007896767,0.0001386426,0.0002855727,0.0004496181,0.0001070702,0.0003417681,0.0001768195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003403515,"about_ca_system_score_gemma":0.0001658209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01033168,"about_ca_topic_score_gemma":0.04517904,"domain_scores_codex":[0.9998834,0.00003242687,0.000004597721,0.00003631394,0.00001955882,0.00002358607],"domain_scores_gemma":[0.9996046,0.0000729223,0.0001710173,0.00001859629,0.00007015557,0.00006268055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001997382,0.0001480315,0.9413981,0.00003742844,0.00004349434,0.000615438,0.0004927074,0.0001474445,0.03695498,0.00009767541,0.0005496409,0.01931534],"study_design_scores_gemma":[0.000008527611,0.0003056546,0.9915652,0.0000256138,0.00003335605,0.001113136,0.002768892,0.0008136003,0.002195165,0.0001318716,0.001031434,0.000007483487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980391,0.0002364376,0.0002102555,0.0001494495,0.000005237649,0.000007240236,0.00004192688,0.000004215792,0.001306155],"genre_scores_gemma":[0.9986431,0.0002064006,0.0003599635,0.00008985373,0.000008458177,0.00000309293,0.00003565365,0.000001075206,0.0006523989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01033168,"threshold_uncertainty_score":0.0205431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149013574798215,"score_gpt":0.2527577395868792,"score_spread":0.2112676038388971,"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."}}