{"id":"W4385702126","doi":"10.1007/s10340-023-01666-w","title":"Reliability of a commercial trap to estimate population parameters of Japanese beetles, Popillia japonica, and parasitism by Istocheta aldrichi","year":2023,"lang":"en","type":"article","venue":"Journal of Pest Science","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Popillia; Japanese beetle; Biology; Parasitism; Tachinidae; Ecology; Population; Zoology; Botany; Scarabaeidae; Hymenoptera; Parasitoid; Demography","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":[0.002956168,0.000414962,0.0003046296,0.0007812309,0.0003380579,0.0004466228,0.0006031728,0.0006686873,0.0004824646],"category_scores_gemma":[0.006973487,0.000406577,0.0003233517,0.000289689,0.0003259786,0.0005594856,0.0003899403,0.0003749734,0.000281493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003021423,"about_ca_system_score_gemma":0.000259471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005200147,"about_ca_topic_score_gemma":0.01356542,"domain_scores_codex":[0.9989271,0.0004066275,0.00009259953,0.0002456002,0.00026387,0.00006421313],"domain_scores_gemma":[0.9878156,0.005839176,0.002038971,0.001285074,0.002641235,0.0003798797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003663224,0.0001190392,0.9612905,0.00004831934,0.0001881632,0.00002976592,0.0003946589,0.001111589,0.02382228,0.00005339707,0.0001501551,0.01242592],"study_design_scores_gemma":[0.00002486101,0.0003545768,0.9715396,0.00001814539,0.0001706834,0.0003120897,0.0003202549,0.02152195,0.005331434,0.0000725161,0.0003100553,0.00002390593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973557,0.0001611239,0.001766848,0.00001547177,0.00001039495,0.00001343527,0.0001266988,0.00001846841,0.0005319328],"genre_scores_gemma":[0.9981452,0.00003661305,0.001419867,0.00002079872,0.000004101799,0.00001498564,0.0001573317,0.000005006709,0.0001960613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005200147,"threshold_uncertainty_score":0.01563388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043797024413338,"score_gpt":0.284730311053749,"score_spread":0.2742923408096156,"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."}}