{"id":"W4405501204","doi":"10.1093/jipm/pmae036","title":"<i>Ganaspis kimorum</i> (Hymenoptera: Figitidae), a promising parasitoid for biological control of <i>Drosophila suzukii</i> (Diptera: Drosophilidae)","year":2024,"lang":"en","type":"article","venue":"Journal of Integrated Pest Management","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Agriculture and Agri-Food Canada","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Drosophila suzukii; Hymenoptera; Parasitoid; Biology; Drosophilidae; Drosophila (subgenus); Biological pest control; Zoology; Ecology; Drosophila melanogaster; Genetics","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":[0.000683402,0.0003041096,0.0005828466,0.00009893261,0.0001235825,0.0002108574,0.0004662076,0.0001602283,0.0001463699],"category_scores_gemma":[0.0000415164,0.0001176257,0.0004941436,0.0004139611,0.00009260021,0.0002315333,0.00004619551,0.0003218834,0.000006096568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053854,"about_ca_system_score_gemma":0.00002152762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004448048,"about_ca_topic_score_gemma":0.00001613502,"domain_scores_codex":[0.9979343,0.00009080605,0.0009351398,0.0003147273,0.0003418072,0.0003831921],"domain_scores_gemma":[0.9988659,0.00022945,0.0003587809,0.00008968193,0.0003408294,0.0001153377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008593937,0.000542068,0.003373617,0.0001599063,0.000440036,0.0003467168,0.00009465626,0.00001389807,0.7631491,0.007084151,0.00381285,0.2201236],"study_design_scores_gemma":[0.008536248,0.02732075,0.1756582,0.006441799,0.002633867,0.0009747547,0.00217674,0.002876958,0.1860752,0.03133813,0.5527378,0.003229496],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916099,0.001583386,0.001110109,0.002102949,0.0005399815,0.001000078,0.0002232862,0.0001369619,0.001693344],"genre_scores_gemma":[0.9980452,0.000327302,0.0005215749,0.0004397125,0.0003886457,0.00006642175,0.00004250458,0.000004713527,0.0001639163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5770739,"threshold_uncertainty_score":0.4796635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636421432999309,"score_gpt":0.2430787303374595,"score_spread":0.2267145160074664,"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."}}