{"id":"W2483895441","doi":"10.1371/journal.pone.0159615","title":"Effects of Wintering Environment and Parasite–Pathogen Interactions on Honey Bee Colony Loss in North Temperate Regions","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Manitoba Beekeepers' Association; Canadian Bee Research Fund; Manitoba Rural Adaptation Council","keywords":"Nosema; Biology; Brood; Honey bee; Deformed wing virus; Varroa; Population; Beekeeping; Veterinary medicine; Zoology; Ecology; Botany; Microsporidia; Varroa destructor; Spore","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":[0.00006612607,0.00006542337,0.0001197269,0.00001800373,0.00006192936,0.00000937056,0.00007056248,0.00002788527,0.000107406],"category_scores_gemma":[0.00005756285,0.0000233044,0.00002053571,0.00008344199,0.00005687572,0.0000504348,0.00004546948,0.00007099937,0.00003657362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002617181,"about_ca_system_score_gemma":0.000002537259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001061886,"about_ca_topic_score_gemma":0.0009611241,"domain_scores_codex":[0.999407,0.0000636656,0.0001044282,0.0001419805,0.0001305243,0.0001524348],"domain_scores_gemma":[0.9994652,0.0004063867,0.00003041716,0.00002908629,0.00001327672,0.00005564798],"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":[0.0000495196,0.0003454541,0.1232568,0.00001846617,0.00001478306,0.000007200825,0.00006530368,4.847575e-7,0.8744571,0.00003116485,0.000008984568,0.001744781],"study_design_scores_gemma":[0.0001697824,0.0004878914,0.7853191,0.000250727,0.00001095484,0.000001598978,0.00001428183,0.00001120045,0.2134888,0.00007135281,0.00009952718,0.00007476612],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989359,0.00003951559,0.000001159762,0.0006702087,0.00000869511,0.0001927518,0.00002382211,0.000008724949,0.0001192664],"genre_scores_gemma":[0.9992905,0.0003279479,0.00002444475,0.00002912426,0.00004856933,0.00003164444,0.000004438688,7.55752e-7,0.0002425708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6620623,"threshold_uncertainty_score":0.117602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03813283204189641,"score_gpt":0.2305814848916263,"score_spread":0.1924486528497299,"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."}}