{"id":"W2595551580","doi":"10.1093/jee/tox077","title":"A Bio-Economic Case Study of Canadian Honey Bee (Hymenoptera: Apidae) Colonies: Marker-Assisted Selection (MAS) in Queen Breeding Affects Beekeeper Profits","year":2017,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas; University of Manitoba; Agriculture and Agri-Food Canada; University of British Columbia; Entomological Society of Canada; Agriculture Food and Rural Development","funders":"Agriculture and Agri-Food Canada; University of British Columbia; Genome British Columbia; Genome Alberta; U.S. Department of Agriculture; Alberta Crop Industry Development Fund; University of Manitoba; Genome Canada","keywords":"Varroa; Beekeeping; Biology; Apiary; Apidae; Worker bee; Honey bee; Beeswax; Varroa sensitive hygiene; Biotechnology; Varroa destructor; Toxicology; Hymenoptera; Veterinary medicine; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000421624,0.000408931,0.0002188451,0.0006226832,0.002772235,0.0006250899,0.0007605159,0.0005180069,0.000399258],"category_scores_gemma":[0.0009048475,0.0001198277,0.0002881943,0.0008945125,0.0008166661,0.0001808961,0.000343739,0.0003247698,0.00005141701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009313158,"about_ca_system_score_gemma":0.003578015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7605016,"about_ca_topic_score_gemma":0.9048076,"domain_scores_codex":[0.9996013,0.0000636733,0.000008431894,0.00004450615,0.000188695,0.00009332906],"domain_scores_gemma":[0.9994311,0.0001517904,0.00007247012,0.00004026045,0.000159983,0.0001443468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008891052,0.001561284,0.7648358,0.000314098,0.0002644128,0.03018496,0.009099373,0.03837834,0.05376557,0.004710641,0.003843533,0.0921529],"study_design_scores_gemma":[0.00005076181,0.0009141322,0.9485799,0.00002734289,0.0001042932,0.003230181,0.01125504,0.02031301,0.007560087,0.0004860835,0.007388498,0.00009063997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981232,0.00008129461,0.0002174905,0.00009197929,0.000001349349,0.00003262126,0.00008554645,0.00000484132,0.001361664],"genre_scores_gemma":[0.997129,0.0001555262,0.001368599,0.00003213274,0.000001701223,0.00001394042,0.00009751716,0.000002891466,0.001198768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2394984,"threshold_uncertainty_score":0.4818178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045747579726454,"score_gpt":0.2948121340683415,"score_spread":0.2490645543418875,"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."}}