{"id":"W2056160822","doi":"10.4161/viru.22219","title":"Deformed wing virus","year":2012,"lang":"en","type":"letter","venue":"Virulence","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Deformed wing virus; Varroa destructor; Biology; Varroa; Virus; Archipelago; Mite; Adaptation (eye); Ecology; Zoology; Virology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000250961,0.0002184855,0.0002151293,0.00001849207,0.0002193127,0.0000883161,0.0005391208,0.0005530306,0.005631799],"category_scores_gemma":[0.00006070243,0.0000712154,0.0001240512,0.0002423897,0.00008232672,0.0001405844,0.0001191148,0.001190811,0.001820224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004443777,"about_ca_system_score_gemma":0.00001662034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009941667,"about_ca_topic_score_gemma":0.0001741579,"domain_scores_codex":[0.9981787,0.0001000961,0.0001784354,0.0002896883,0.0004879444,0.0007651391],"domain_scores_gemma":[0.9993099,0.0003819826,0.00007634702,0.00008642304,0.00005734851,0.00008797785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008843409,0.0000194309,0.0008230709,0.0000480167,0.00001401884,0.0001035026,0.00004096385,1.364564e-7,0.06248736,0.00002105122,0.8735694,0.06286422],"study_design_scores_gemma":[0.00002363757,0.00006447372,0.007154339,0.00005153041,0.00001119187,0.00001763206,0.000006444557,0.000005611349,0.001678739,0.000320376,0.9903967,0.0002693534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3658146,0.002738578,0.000005931749,0.5839829,0.001924001,0.0008119904,0.0005744668,0.0004007174,0.04374686],"genre_scores_gemma":[0.183136,0.0005241215,0.0001038222,0.7750891,0.0318279,0.00009712471,0.001143736,0.000007192863,0.008071017],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1911063,"threshold_uncertainty_score":0.998957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05365963991368775,"score_gpt":0.2614589637687687,"score_spread":0.207799323855081,"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."}}