{"id":"W4390754306","doi":"10.1093/jee/toad216","title":"Treatment of waxborne honey bee (Hymenoptera: Apidae) viruses using time, temperature, and electron-beam irradiation","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Manitoba","funders":"Agriculture and Agri-Food Canada; Canadian Bee Research Fund","keywords":"Biology; Wax; Virus; Irradiation; Honey bee; Deformed wing virus; Horticulture; Toxicology; Veterinary medicine; Botany; Virology","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":[0.00018853,0.00008782098,0.0002380744,0.00005733819,0.00004523278,0.00004754166,0.00007329717,0.00008417208,0.0004554727],"category_scores_gemma":[0.00001217131,0.00003593833,0.00007627819,0.00006596914,0.00004795215,0.0001240372,0.00001304316,0.00008710729,0.00001746269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104903,"about_ca_system_score_gemma":0.00005126077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000216511,"about_ca_topic_score_gemma":0.00007649711,"domain_scores_codex":[0.9993074,0.00006108908,0.0002974491,0.0001120941,0.00005125626,0.0001707399],"domain_scores_gemma":[0.9994935,0.000268241,0.0001202384,0.00001976974,0.00003455745,0.00006370474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000860915,0.0000544155,0.004273735,0.000009058057,0.0001043359,0.00003077444,0.0001020248,0.00006444237,0.986312,0.0005771311,0.0001105162,0.008275462],"study_design_scores_gemma":[0.002067668,0.02137512,0.1526864,0.0001948995,0.0003877068,0.004460364,0.0002083577,0.005618616,0.7834904,0.01278729,0.01595218,0.0007710573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957899,0.00338878,5.05564e-7,0.0003279957,0.0001648391,0.00006461461,0.00001332933,0.00000517888,0.0002448926],"genre_scores_gemma":[0.9985262,0.000797344,0.00003922989,0.00003063862,0.0004812887,0.000001067347,0.000004519462,0.00000118049,0.0001185898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2028217,"threshold_uncertainty_score":0.4987107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073352252958247,"score_gpt":0.2974843888199722,"score_spread":0.2667508662903898,"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."}}