{"id":"W4396734418","doi":"10.3897/neobiota.93.121219","title":"Widespread establishment of adventive populations of Leptopilina japonica (Hymenoptera, Figitidae) in North America and development of a multiplex PCR assay to identify key parasitoids of Drosophila suzukii (Diptera, Drosophilidae)","year":2024,"lang":"en","type":"article","venue":"NeoBiota","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drosophila suzukii; Biology; Drosophilidae; Hymenoptera; Agromyzidae; Key (lock); Drosophila (subgenus); PEST analysis; Ecology; Botany; Zoology; Drosophila melanogaster; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001978391,0.0001843222,0.0004549421,0.00009744369,0.00004236199,0.00002562408,0.0002389889,0.00009671158,0.00006518334],"category_scores_gemma":[0.00004866102,0.000100743,0.0001066008,0.0005453411,0.0001178641,0.0001271579,0.0001351364,0.0001149049,0.000001601868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004474209,"about_ca_system_score_gemma":0.000039746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284587,"about_ca_topic_score_gemma":0.002227891,"domain_scores_codex":[0.9983038,0.0000718595,0.000790775,0.000332003,0.0002844428,0.0002171471],"domain_scores_gemma":[0.9992938,0.0001731552,0.0002062347,0.0001173822,0.0001407456,0.00006870529],"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":[0.00006891441,0.0002527756,0.07096367,0.00007863154,0.0000240518,0.000003860801,0.001435772,0.00000738085,0.8156198,0.0001403051,0.00003313668,0.1113717],"study_design_scores_gemma":[0.0001594723,0.0003768397,0.8962801,0.0002774025,0.00002255949,0.000001176697,0.0001850149,0.00004126347,0.1016606,0.0001092236,0.0007393456,0.0001469779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985627,0.0002905848,0.00002283892,0.0001398889,0.00007824549,0.0004995306,0.0001883824,0.00003919283,0.0001786351],"genre_scores_gemma":[0.9984502,0.00003243678,0.00129414,0.00001923874,0.00002350616,0.00004618602,0.00009234591,0.000003254267,0.0000386997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8253164,"threshold_uncertainty_score":0.410818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02980025360595111,"score_gpt":0.2893427600556711,"score_spread":0.2595425064497199,"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."}}