{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008534121,0.0003408129,0.0001341799,0.0003778025,0.0001533056,0.0001805382,0.0001930491,0.0001252406,0.0009713221],"category_scores_gemma":[0.00004509716,0.00005545385,0.000168833,0.0001827848,0.0001050982,0.0001856674,0.0001403118,0.0001898354,0.0003110894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930824,"about_ca_system_score_gemma":0.0001160981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001788832,"about_ca_topic_score_gemma":0.004190641,"domain_scores_codex":[0.9999521,0.000007601369,0.000005261931,0.00001342779,0.00001388115,0.000007804209],"domain_scores_gemma":[0.9999708,0.000002526915,0.00001356133,0.000001607291,0.000004918813,0.000006645234],"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":[0.0001395052,0.00007653458,0.01578064,0.001073664,0.00004426002,0.0002317017,0.0001050629,0.0001956841,0.8030584,0.0005030219,0.001042763,0.1777489],"study_design_scores_gemma":[0.00009486399,0.002817764,0.5062667,0.0005082468,0.000417312,0.006416542,0.0005502202,0.003094294,0.3262319,0.0007155225,0.1528049,0.00008172789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8844282,0.08307996,0.009374362,0.0007412103,0.0001173112,0.000217294,0.001248814,0.0003178174,0.02047506],"genre_scores_gemma":[0.9568706,0.02333364,0.0146483,0.0002020871,0.00005745782,0.0000488367,0.0009604644,0.00001232422,0.003866357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001788832,"threshold_uncertainty_score":0.003556907,"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."}}