{"id":"W2051021208","doi":"10.1371/journal.pone.0104214","title":"No Genetic Tradeoffs between Hygienic Behaviour and Individual Innate Immunity in the Honey Bee, Apis mellifera","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"York University; Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Biology; Innate immune system; Honey bee; Immunity; Genetic variation; Genetics; Evolutionary biology; Zoology; Ecology; Immune system; Gene","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":[0.0007471068,0.0001089821,0.0001809612,0.00002180636,0.0002050533,0.000100037,0.0004061791,0.00009555928,0.000158825],"category_scores_gemma":[0.0001342438,0.00003907247,0.00003132012,0.0002913605,0.0000898941,0.0000566461,0.00009414028,0.0003629991,0.00005491739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009085407,"about_ca_system_score_gemma":0.000007004317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062507,"about_ca_topic_score_gemma":0.0003771164,"domain_scores_codex":[0.998535,0.0003871879,0.0001706885,0.0001773431,0.0004085481,0.0003212451],"domain_scores_gemma":[0.999215,0.000564453,0.00003694532,0.00006623143,0.00004149799,0.00007589041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001682047,0.0004721743,0.7376761,0.00002087686,0.00003486875,0.000003821273,0.0005502866,2.180889e-7,0.2437124,0.00005954667,0.00004703671,0.01740589],"study_design_scores_gemma":[0.0001428034,0.0004486713,0.9851131,0.00002491567,0.00003935494,0.000001713404,0.00006051118,0.00003813258,0.01346948,0.000486188,0.00005526849,0.0001198699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984147,0.0001624889,3.124272e-7,0.000753133,0.00000882595,0.0002361825,0.0000417591,0.00001909627,0.0003635335],"genre_scores_gemma":[0.999221,0.000110676,0.00008450761,0.000151104,0.0002712493,0.0000226209,0.00005416801,0.000001170635,0.00008348448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.247437,"threshold_uncertainty_score":0.1739023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09271713324361176,"score_gpt":0.2453070454105177,"score_spread":0.1525899121669059,"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."}}