{"id":"W4410922903","doi":"10.1007/s10340-025-01907-0","title":"Adventively established Leptopilina japonica: a new opportunity for augmentative biocontrol of Drosophila suzukii","year":2025,"lang":"en","type":"article","venue":"Journal of Pest Science","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Ministero dell’Istruzione, dell’Università e della Ricerca; Ministère de l'Agriculture et de l'Alimentation; Bundesamt für Landwirtschaft; Animal and Plant Health Inspection Service; Università di Bologna; Agricultural Research Service; Oregon Blueberry Commission; Fondazione Edmund Mach; National Institute of Food and Agriculture; Università di Catania; U.S. Department of Agriculture","keywords":"Drosophila suzukii; Biology; Biological pest control; Drosophila (subgenus); Augmentative; Botany; Entomology; Drosophilidae; Drosophila melanogaster","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003939573,0.0002821077,0.0003276639,0.0004731443,0.0001839376,0.000600788,0.0004233392,0.0003092327,0.001452753],"category_scores_gemma":[0.0001615321,0.00008163118,0.000318966,0.0002310214,0.0002865228,0.0005777637,0.0004729872,0.0004652519,0.0001727606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842433,"about_ca_system_score_gemma":0.0003375645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128314,"about_ca_topic_score_gemma":0.003790667,"domain_scores_codex":[0.9998749,0.00003342763,0.00001058392,0.00002291155,0.00003832128,0.00001968101],"domain_scores_gemma":[0.9998456,0.00002778261,0.00004708055,0.000008708179,0.00003513746,0.0000356442],"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":[0.0004650475,0.0003147733,0.01209444,0.005268884,0.0001797453,0.001018735,0.000564373,0.0009335122,0.6682531,0.002556815,0.002670841,0.3056797],"study_design_scores_gemma":[0.0002139733,0.009192761,0.1805593,0.002633673,0.001749129,0.004255893,0.002840321,0.007717216,0.2281701,0.004840335,0.5576503,0.0001770421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6921098,0.2610829,0.01471588,0.004021748,0.0003446904,0.0002690612,0.0004870515,0.0002560591,0.02671281],"genre_scores_gemma":[0.9136379,0.06732152,0.0139268,0.0008945827,0.0001953597,0.00009785034,0.0003106224,0.00001579581,0.003599478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001452753,"threshold_uncertainty_score":0.004859924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586077638480611,"score_gpt":0.3023746464175436,"score_spread":0.2765138700327375,"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."}}