{"id":"W2904396489","doi":"10.1371/journal.pone.0208812","title":"Risk assessment and predation potential of Stratiolaelaps scimitus (Acari: Laelapidae) to control Varroa destructor (Acari: Varroidae) in honey bees","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canadian Federation of University Women","keywords":"Varroa destructor; Varroa; Brood; Varroa sensitive hygiene; Biology; Honey bee; Acari; Mite; Zoology; Predation; Toxicology; Ecology; Veterinary medicine; Medicine","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":[0.0005328655,0.0001320306,0.0002603721,0.00004592046,0.0001667148,0.00009177708,0.0001900479,0.0001176046,0.0005958857],"category_scores_gemma":[0.0001928783,0.00006417782,0.00003607179,0.0003142154,0.0001244997,0.000184806,0.00007148099,0.0001988737,0.00001957402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004105759,"about_ca_system_score_gemma":0.00003792526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260144,"about_ca_topic_score_gemma":0.001975946,"domain_scores_codex":[0.9983831,0.0002205704,0.0003043645,0.0003009075,0.0004679589,0.0003231182],"domain_scores_gemma":[0.9991798,0.0002215756,0.0001066191,0.00007573731,0.0002691183,0.0001471135],"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":[0.0001317882,0.0003860503,0.1636188,0.00001913249,0.00005640591,0.000002150647,0.0001446938,0.000009822579,0.8280252,0.0003829842,0.00002684484,0.007196165],"study_design_scores_gemma":[0.0004471448,0.001287071,0.9681602,0.00005642761,0.00006426517,0.000001230335,0.0001280757,0.002017531,0.02636077,0.001307969,0.0000151641,0.0001542032],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978662,0.00005483869,0.00007618662,0.0004972013,0.00004605976,0.000550215,0.0001271871,0.0000247554,0.0007573419],"genre_scores_gemma":[0.9981983,0.0000546823,0.001239301,0.0000577923,0.0003385479,0.00003192596,0.00003645429,0.000001731649,0.00004124116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8045413,"threshold_uncertainty_score":0.6524531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002758574321306,"score_gpt":0.2534966921869329,"score_spread":0.2234691064437199,"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."}}