{"id":"W4368355816","doi":"10.1177/10406387231172141","title":"Mite non-reproduction, recapping behavior, and hygienic behavior (freeze-kill method) linked to <i>Varroa destructor</i> infestation levels in selected <i>Apis mellifera</i> colonies","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Diagnostic Investigation","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Ministry of Agriculture, Food and Rural Affairs; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Varroa destructor; Varroa; Infestation; Biology; Brood; Varroa sensitive hygiene; Mite; Veterinary medicine; Acaricide; Honey bee; Zoology; Toxicology; Ecology; Botany; 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":[0.001580048,0.0001945341,0.0003103328,0.0002294243,0.0002237316,0.0001230202,0.0001966161,0.0001471182,0.00004295262],"category_scores_gemma":[0.002995679,0.0001120864,0.00006023925,0.001855208,0.00009298705,0.0004619174,0.00008242867,0.0003518916,0.00001665921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086043,"about_ca_system_score_gemma":0.00008322034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003775759,"about_ca_topic_score_gemma":0.0002141499,"domain_scores_codex":[0.9977487,0.0004023138,0.0007054209,0.0003224184,0.0004389799,0.0003822237],"domain_scores_gemma":[0.9970242,0.001758419,0.0003150503,0.00008057222,0.0005846674,0.0002371061],"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":[0.00005314901,0.00005434178,0.1935551,0.00002417017,0.000008919786,0.000171436,0.000965075,0.0001343352,0.7798999,0.000007937823,0.000194332,0.02493136],"study_design_scores_gemma":[0.0003072754,0.001849032,0.9719088,0.0001997429,0.00005040566,0.0004592765,0.0002481613,0.0001369857,0.02395993,0.0004586751,0.0002100559,0.0002116724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997564,0.0001123445,0.00004186971,0.001228088,0.0003752528,0.0006058891,0.00002612829,0.00004017722,0.000006245058],"genre_scores_gemma":[0.9962494,0.000239014,0.002825622,0.0001253448,0.0003557347,0.0001029906,0.00006477293,0.000004892572,0.00003221536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7783537,"threshold_uncertainty_score":0.4570752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07013007796072022,"score_gpt":0.3264337839653126,"score_spread":0.2563037060045924,"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."}}