{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002192478,0.0002496651,0.0001517302,0.0003087252,0.00009444199,0.0002521935,0.0001202441,0.0001329033,0.0004324404],"category_scores_gemma":[0.0004542555,0.0001366328,0.0003739913,0.0001064006,0.0001200574,0.0001086275,0.000115032,0.0002461859,0.00007589802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002043788,"about_ca_system_score_gemma":0.0001107782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003528601,"about_ca_topic_score_gemma":0.00778261,"domain_scores_codex":[0.9998944,0.00002752301,0.000009606296,0.00004066935,0.00001327098,0.00001448974],"domain_scores_gemma":[0.9994621,0.0001242816,0.0002867454,0.00004026627,0.0000335464,0.00005305278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002965333,0.0002010329,0.8465237,0.00006995021,0.0002843855,0.0001418745,0.0001187434,0.004735976,0.1367399,0.00008485523,0.0001492173,0.01065381],"study_design_scores_gemma":[0.000001501366,0.0001278782,0.991806,0.000002312281,0.00003953338,0.00008709889,0.00002046041,0.005430073,0.002408224,0.00001876964,0.00005425368,0.00000383727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999351,0.00003774232,0.0003921318,0.000006573717,4.983811e-7,0.000002995167,0.00009826317,0.0000128211,0.00009809866],"genre_scores_gemma":[0.9994542,0.00001555377,0.0002597504,0.000003109004,6.810206e-7,0.000002584889,0.0001911717,0.000001970615,0.00007084575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003528601,"threshold_uncertainty_score":0.007016122,"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."}}