{"id":"W4415446075","doi":"10.3390/pathogens14111077","title":"Effect of Selection for Low and High Varroa destructor Population Growth Rates on the Honey Bee Transcriptome","year":2025,"lang":"en","type":"article","venue":"Pathogens","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Saskatchewan","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Varroa destructor; Population; Transcriptome; Honey bee; Worker bee; Gene; Genotype; Varroa","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":[0.0003318422,0.00006433723,0.00009677199,0.00001432936,0.0001680326,0.00002105123,0.00005817664,0.00004838563,0.00005948292],"category_scores_gemma":[0.0001494626,0.00001992525,0.00004365991,0.0002162453,0.00002456838,0.00002411547,0.000006693993,0.0000506925,9.624515e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009873388,"about_ca_system_score_gemma":0.000003347821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002925746,"about_ca_topic_score_gemma":0.0001655974,"domain_scores_codex":[0.9994687,0.0001293049,0.00008506678,0.0001138447,0.000080886,0.0001221588],"domain_scores_gemma":[0.9990886,0.0008010156,0.00002360872,0.00001585184,0.00005079833,0.00002010221],"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":[0.0001338108,0.00001176751,0.03183938,0.00005437771,0.000007932587,1.118863e-7,0.00002128347,0.000001805029,0.9523456,0.003605897,0.00003876961,0.01193928],"study_design_scores_gemma":[0.0001768288,0.0009149365,0.5326602,0.00004170072,0.00002498056,0.000001065839,0.0000143723,0.0004945484,0.4615808,0.003984953,0.00003875569,0.00006683422],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989281,0.00003703782,0.00001874004,0.0004900499,0.00005617007,0.0003478505,0.00005125173,0.00001312265,0.0000576884],"genre_scores_gemma":[0.9997314,0.00001497936,0.00002258022,0.00003916405,0.00006596629,0.00003511098,0.00002914909,5.311489e-7,0.00006117762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5008209,"threshold_uncertainty_score":0.1292388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214354319037687,"score_gpt":0.2587912366661043,"score_spread":0.2466476934757275,"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."}}