{"id":"W4378072291","doi":"10.3390/ani13111734","title":"Prevalence of Adult Honey Bee (Apis mellifera L.) Pests and Pathogens in the Five Beekeeping Regions of Mexico","year":2023,"lang":"en","type":"article","venue":"Animals","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Apiary; Varroa destructor; Varroa; Beekeeping; Deformed wing virus; Nosema; Honey bee; Varroa sensitive hygiene; Biology; Veterinary medicine; Honey Bees; Zoology; Ecology; Botany; Medicine; Spore; Microsporidia","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":[0.0002075563,0.0001892437,0.0001190581,0.0009495297,0.0004006615,0.0004360412,0.0001743175,0.0001833507,0.0007887881],"category_scores_gemma":[0.0003026775,0.0001435785,0.0001764094,0.0004144544,0.0001823263,0.0001955227,0.0002779692,0.0001512405,0.0000554048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005261577,"about_ca_system_score_gemma":0.0002223619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04905579,"about_ca_topic_score_gemma":0.07829233,"domain_scores_codex":[0.9999032,0.00001038864,0.00001038119,0.00003269035,0.00002172223,0.00002167715],"domain_scores_gemma":[0.9997119,0.0000255198,0.0001813092,0.00001078923,0.0000393124,0.00003114027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004826681,0.00001847712,0.9942375,0.00002482166,0.00003361193,0.00006205535,0.000303388,0.00003008357,0.001342139,0.0000270425,0.0001573044,0.003715266],"study_design_scores_gemma":[0.000001213689,0.00001551702,0.9993777,0.000006312153,0.00001120084,0.00003580399,0.0002465001,0.00001893773,0.00006078643,0.000001782577,0.0002233229,8.435199e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988071,0.0002148434,0.00003372966,0.00002678804,0.000001776615,0.000008923688,0.0003687923,0.000004284079,0.0005337608],"genre_scores_gemma":[0.9984528,0.0003720277,0.0001541466,0.00001893602,0.000003762038,0.00001754401,0.0005992139,0.000001065546,0.0003804667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04905579,"threshold_uncertainty_score":0.0975405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0391036739027233,"score_gpt":0.2807772824634326,"score_spread":0.2416736085607094,"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."}}