{"id":"W3208600886","doi":"10.1016/j.cvfa.2021.06.008","title":"Practical Applications of Genomics in Managing Honey bee Health","year":2021,"lang":"en","type":"review","venue":"Veterinary Clinics of North America Food Animal Practice","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Honey bee; Pollinator; Biology; Genomics; Pollination; Biotechnology; Food security; Honey Bees; Organism; Ecology; Genome; Genetics; Pollen; Agriculture; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00143591,0.0009698914,0.001353766,0.002368763,0.0002065717,0.00119049,0.0007620796,0.001353188,0.005512525],"category_scores_gemma":[0.001613299,0.0002758122,0.0006954863,0.00219849,0.0005490371,0.00117853,0.0007192307,0.001553765,0.001303828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007603445,"about_ca_system_score_gemma":0.001457863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002475409,"about_ca_topic_score_gemma":0.005289502,"domain_scores_codex":[0.9997541,0.00006774893,0.00002784303,0.00004359274,0.00008464402,0.00002205415],"domain_scores_gemma":[0.9986693,0.001003902,0.00009711101,0.00002233992,0.0001606965,0.00004667277],"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":[0.00004180497,0.00004973396,0.0001544861,0.01412877,0.00008363296,0.0001103614,0.0000368904,0.0002662795,0.0007671584,0.003773057,0.01287061,0.9677172],"study_design_scores_gemma":[0.00004000065,0.0001447104,0.001753545,0.01445736,0.0003239631,0.0006499167,0.0001086567,0.0001461089,0.0004497439,0.003009812,0.9788855,0.00003080117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004470953,0.9989533,0.0001189008,0.0002128309,0.00008859177,0.000003037729,0.00001078721,0.000003292324,0.00056446],"genre_scores_gemma":[0.0004361757,0.998751,0.0002936102,0.0001869491,0.00007970941,0.000003903062,0.00001579139,7.293211e-7,0.000232099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005512525,"threshold_uncertainty_score":0.01844126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1977084046074883,"score_gpt":0.4499323457320789,"score_spread":0.2522239411245906,"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."}}