{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003176793,0.0003878059,0.0001253974,0.0004528314,0.0001855271,0.0003527265,0.0002101763,0.0001973671,0.0006357191],"category_scores_gemma":[0.0003757071,0.0001871359,0.0001416671,0.0002379856,0.0002296976,0.0002225375,0.0002127656,0.0002527582,0.0001449139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003518652,"about_ca_system_score_gemma":0.0003021311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007135252,"about_ca_topic_score_gemma":0.02881181,"domain_scores_codex":[0.999738,0.00004469335,0.0000180857,0.00009611167,0.00008177095,0.00002122836],"domain_scores_gemma":[0.999539,0.00006755534,0.0002314215,0.00002041253,0.00009788878,0.00004364592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001132996,0.00007092163,0.1609978,0.0002367337,0.00003741013,0.0001876397,0.0004970849,0.0002529562,0.7888857,0.0001601083,0.0001861614,0.04837414],"study_design_scores_gemma":[0.00001537691,0.001029436,0.8544519,0.00007352149,0.0001127973,0.001059919,0.0009698888,0.004312019,0.1310884,0.00007828441,0.006775185,0.00003323824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905326,0.00102161,0.005868291,0.00006106126,0.00001283037,0.00007558908,0.0004235061,0.00007820206,0.001926207],"genre_scores_gemma":[0.98248,0.0007622315,0.0146285,0.00006852525,0.000009789021,0.00006318727,0.0005529892,0.000005179693,0.001429481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007135252,"threshold_uncertainty_score":0.0141874,"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."}}