{"id":"W4387580432","doi":"10.3389/frbee.2023.1272937","title":"Varroa destructor and its impacts on honey bee biology","year":2023,"lang":"en","type":"article","venue":"Frontiers in Bee Science","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of British Columbia","funders":"","keywords":"Varroa destructor; Biology; Destructor; Honey bee; Parasitism; Varroa; Mite; Deformed wing virus; Zoology; Ecology; Host (biology)","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":[0.0001843077,0.0002699652,0.0002869848,0.0003812341,0.0003216143,0.0006873115,0.0002318612,0.0003311975,0.001588075],"category_scores_gemma":[0.0002611764,0.00009024639,0.0003263984,0.0002241164,0.0002046025,0.0003159007,0.0003431487,0.000546837,0.0002541416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926694,"about_ca_system_score_gemma":0.0002183122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002562703,"about_ca_topic_score_gemma":0.003621914,"domain_scores_codex":[0.9998233,0.00003881805,0.000008920432,0.00004904385,0.00004794752,0.00003207617],"domain_scores_gemma":[0.9997962,0.00003649574,0.00006021493,0.000008613649,0.00005184445,0.00004667699],"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":[0.001744275,0.001768469,0.2730555,0.003142908,0.0007823067,0.003119376,0.001754724,0.001270171,0.4299734,0.002492301,0.007449529,0.2734471],"study_design_scores_gemma":[0.00001213576,0.000954495,0.9581455,0.0001863977,0.0002249243,0.001115678,0.001131491,0.0005142837,0.009240054,0.0009339892,0.02750125,0.00003977453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203032,0.06658949,0.0005496264,0.001301267,0.0001986532,0.00003560351,0.0008504426,0.00008287669,0.01008884],"genre_scores_gemma":[0.9807916,0.0137053,0.0004212311,0.0004191786,0.00007009647,0.00001838874,0.0003813715,0.00001318549,0.004179471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002562703,"threshold_uncertainty_score":0.005312622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326472693140877,"score_gpt":0.2906574987704806,"score_spread":0.2573927718390719,"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."}}