{"id":"W4401988677","doi":"10.11646/zootaxa.5501.2.1","title":"The species of Pteromalus Swederus in America north of Mexico with a 4:4 mandibular formula, and description of a potential biocontrol agent of the introduced pest Anthonomus rubi (Herbst) (Coleoptera: Curculionidae)","year":2024,"lang":"en","type":"article","venue":"Zootaxa","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada); University of British Columbia; Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Pteromalidae; Curculionidae; Parasitoid; Host (biology); Weevil; Nearctic ecozone; PEST analysis; Hymenoptera; Zoology; Botany; Taxonomy (biology); Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00004759429,0.0002615571,0.0001047809,0.0008263565,0.0007215287,0.0001790717,0.0001962629,0.0001753982,0.002810625],"category_scores_gemma":[0.00008763059,0.000123,0.00009982241,0.000395463,0.0002647975,0.000353257,0.0004344275,0.0001503301,0.0004489853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003378169,"about_ca_system_score_gemma":0.0002614749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01194875,"about_ca_topic_score_gemma":0.05969988,"domain_scores_codex":[0.9999613,0.000002768936,0.000004056413,0.00001534163,0.000009277018,0.000007293715],"domain_scores_gemma":[0.9999279,0.000006021043,0.00004106874,0.000004301306,0.000007701869,0.00001290327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003993962,0.00008117771,0.753089,0.000354453,0.00006524897,0.002222388,0.003623555,0.000265641,0.07454365,0.0008687388,0.001609584,0.1628773],"study_design_scores_gemma":[0.000004935952,0.00007422044,0.9857475,0.00002765682,0.00002109384,0.001742031,0.001217466,0.0000807989,0.0005376955,0.00008518835,0.01045761,0.000003765506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894698,0.000667649,0.0003670619,0.00007292037,0.00001032482,0.00003041159,0.0006870042,0.00003298133,0.008661789],"genre_scores_gemma":[0.9935688,0.0005831191,0.001461626,0.00005072489,0.00001080538,0.00002894147,0.0008083686,0.000005071485,0.003482625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194875,"threshold_uncertainty_score":0.02375835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008605163685901912,"score_gpt":0.1876564301062973,"score_spread":0.1790512664203954,"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."}}