{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008272597,0.00009666925,0.0001325852,0.0001144398,0.0003003013,0.00007565424,0.0004303062,0.00007110628,0.00008247468],"category_scores_gemma":[0.000438912,0.00003904847,0.00002165013,0.001910068,0.0003814282,0.0001627478,0.0001319576,0.0001485562,0.000064868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000460681,"about_ca_system_score_gemma":0.00004016712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001070442,"about_ca_topic_score_gemma":0.00007901259,"domain_scores_codex":[0.9985908,0.00005688942,0.0001176641,0.0003685374,0.0002632969,0.0006028341],"domain_scores_gemma":[0.9995698,0.0001385196,0.00002924614,0.0000350711,0.00004909591,0.0001782733],"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":[0.00002877976,0.00001790399,0.1100799,0.000005882436,0.000002150413,0.00001368446,0.000163781,0.00000820368,0.8452734,0.001626654,0.001863789,0.04091582],"study_design_scores_gemma":[0.0001276401,0.0003841746,0.9738674,0.00002334677,0.00000154182,0.000004960733,0.0002063728,0.001970081,0.01503989,0.007297399,0.0009041004,0.000173126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975857,0.000195169,0.000002632187,0.0007899625,0.0003901661,0.0001377221,0.00002986808,0.00004632991,0.0008224406],"genre_scores_gemma":[0.9992929,0.0001562907,0.0001507632,0.0001143583,0.0001022062,0.00000752445,0.000006406427,6.597141e-7,0.0001688863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8637875,"threshold_uncertainty_score":0.2309705,"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."}}