{"id":"W2765666888","doi":"10.3390/insects8040117","title":"Reduced Drosophila suzukii Infestation in Berries Using Deterrent Compounds and Laminate Polymer Flakes","year":2017,"lang":"en","type":"article","venue":"Insects","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vineland Research and Innovation Centre; University of Guelph","funders":"","keywords":"Drosophila suzukii; Infestation; Thymol; Biology; Horticulture; Toxicology; Larva; Integrated pest management; PEST analysis; Tephritidae; Drosophila (subgenus); Botany; Essential oil; Agronomy; Drosophilidae; Drosophila melanogaster; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001115523,0.0001078328,0.0001338408,0.0000188728,0.0003672806,0.0001967981,0.0001472642,0.00007670608,0.00001232454],"category_scores_gemma":[0.00002090644,0.00004936168,0.00002940157,0.00004422206,0.0001056022,0.0002497501,0.00006163048,0.00008723047,0.000001186715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002215704,"about_ca_system_score_gemma":0.000006398644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00314122,"about_ca_topic_score_gemma":0.00396169,"domain_scores_codex":[0.9993621,0.00003385509,0.0001411595,0.00018222,0.00009828765,0.0001824105],"domain_scores_gemma":[0.9997277,0.00003730161,0.00009619346,0.00007097847,0.00002756315,0.00004025159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001751904,0.00002553011,0.05288091,0.000002762663,0.000001531516,0.000010202,0.0001999252,8.95355e-8,0.9216802,0.000200998,0.000005197297,0.02497509],"study_design_scores_gemma":[0.0001511189,0.0001074725,0.8964552,0.00003738806,0.000006616469,0.00001105385,0.00005417019,0.00009408018,0.1021118,0.0007736845,0.00006689753,0.0001304573],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989022,0.000113387,4.422022e-7,0.0002354997,0.0001009016,0.000126155,0.000008001926,0.0000470719,0.0004663155],"genre_scores_gemma":[0.9997477,0.00002493016,0.00002139714,0.00005958063,0.000080887,0.00001318944,0.00001073191,0.000001064799,0.0000405227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8435743,"threshold_uncertainty_score":0.4748606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04121758158423543,"score_gpt":0.2790117342161563,"score_spread":0.2377941526319208,"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."}}