{"id":"W4392188124","doi":"10.1152/physiol.00033.2023","title":"Mechanisms of Pathogen and Pesticide Resistance in Honey Bees","year":2024,"lang":"en","type":"review","venue":"Physiology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Ministry of Technology, Innovation and Citizens' Services; Canada Foundation for Innovation; British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Government of Canada; Genome Canada","keywords":"Pesticide; Honey Bees; Biology; Pathogen; Resistance (ecology); Toxicology; Pesticide resistance; Varroa sensitive hygiene; Insecticide resistance; Cross-resistance; Microbiology; Honey bee; Zoology; Biotechnology; Veterinary medicine; Ecology; Worker bee; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002183191,0.0001892782,0.0008683538,0.00003703357,0.00003168134,0.00001186089,0.0002181713,0.000217399,0.0001674198],"category_scores_gemma":[0.00005922002,0.00006252821,0.0001328464,0.000344453,0.00009214788,0.00001818182,0.0001468043,0.0002716335,0.00004211158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000165223,"about_ca_system_score_gemma":0.00002864308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008939171,"about_ca_topic_score_gemma":0.0005483206,"domain_scores_codex":[0.9987772,0.0002155135,0.0003041038,0.0003426385,0.0000987596,0.000261847],"domain_scores_gemma":[0.9992881,0.0004935972,0.00008986144,0.00005612044,0.00002609111,0.00004618076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003558378,0.00008247807,0.000009171016,0.01741633,0.00007760558,0.00005482372,0.0000805296,1.022888e-7,0.09031196,0.03432187,0.0004451871,0.8571644],"study_design_scores_gemma":[0.00008308574,0.0004386462,0.006042942,0.009888528,0.0003123846,0.00002217627,0.00003982692,0.000005404181,0.00007318932,0.2051192,0.777363,0.0006115731],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002814606,0.9962534,3.418504e-7,0.00004445371,0.0000811711,0.0002408932,0.0001442229,0.00001490812,0.0004060168],"genre_scores_gemma":[0.007058763,0.9924498,0.00005155009,0.00001416376,0.000105504,0.00004810635,0.0001169973,0.000001917327,0.0001532099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8565528,"threshold_uncertainty_score":0.2549827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05919349365706227,"score_gpt":0.3253928271071631,"score_spread":0.2661993334501008,"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."}}