{"id":"W2097979309","doi":"10.1080/0005772x.2003.11099597","title":"The potential for using male selection in breeding honey bees resistant to<i>Varroa destructor</i>","year":2003,"lang":"en","type":"article","venue":"Bee World","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Varroa destructor; Varroa sensitive hygiene; Destructor; Varroa; Honey Bees; Biology; Selection (genetic algorithm); Honey bee; Zoology; Ecology; Computer science; Mite; Machine learning","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":[0.0005025297,0.0002276449,0.0002078177,0.0002378298,0.0002530106,0.0003382433,0.0004057084,0.0002866477,0.00281631],"category_scores_gemma":[0.0003917926,0.00009955063,0.0002867072,0.0001108685,0.0002489283,0.0002227993,0.0002491857,0.0004025754,0.0005622137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009220652,"about_ca_system_score_gemma":0.0001232265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003367212,"about_ca_topic_score_gemma":0.001334302,"domain_scores_codex":[0.9998353,0.00007191014,0.00001089169,0.00003538183,0.00002653006,0.00002001693],"domain_scores_gemma":[0.9995857,0.0001735457,0.00007703416,0.00005672228,0.00003356773,0.0000734356],"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":[0.0002928257,0.0001682332,0.01748389,0.0001510325,0.00006000232,0.0002585621,0.0001321494,0.0003325997,0.9223783,0.0008074968,0.0002616945,0.05767315],"study_design_scores_gemma":[0.0002815906,0.01571527,0.3111576,0.00008655706,0.0005190008,0.009260063,0.0007711893,0.002751558,0.609202,0.001621864,0.04851298,0.00012021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702981,0.002576357,0.01456868,0.0006768744,0.00007532038,0.0000999208,0.0001919086,0.0002867097,0.01122616],"genre_scores_gemma":[0.9835707,0.00130933,0.01058895,0.0003796889,0.00007249988,0.00004499233,0.0002194411,0.00006148433,0.003752962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00281631,"threshold_uncertainty_score":0.009421527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04462463285476063,"score_gpt":0.2284645721693426,"score_spread":0.1838399393145819,"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."}}