{"id":"W1866767400","doi":"10.1002/ece3.1720","title":"The transcriptomic and evolutionary signature of social interactions regulating honey bee caste development","year":2015,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; University of Pennsylvania","keywords":"Caste; Biology; Gene; Transcriptome; Larva; Genetics; Honey bee; Social evolution; Evolutionary biology; Gene expression; Zoology; Ecology","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":[0.0001885828,0.00006967821,0.00007864779,0.00002421171,0.0004481883,0.000004336944,0.00004021731,0.0001667573,0.000004927422],"category_scores_gemma":[0.00003736784,0.00005704353,0.00002212419,0.0000309772,0.0001905471,0.000007222073,0.00003803949,0.0001039147,0.000001745432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002302109,"about_ca_system_score_gemma":0.00008749581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004977624,"about_ca_topic_score_gemma":0.0003692809,"domain_scores_codex":[0.9995011,0.00006392684,0.0001376414,0.0001315921,0.00003371467,0.0001320199],"domain_scores_gemma":[0.9997866,0.00002073261,0.00006099919,0.00004114332,0.00005850639,0.00003199527],"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":[0.0005359282,0.0001215082,0.1062464,0.00002038681,0.00009727397,0.000001997875,0.00165856,0.00002765151,0.8782858,0.00214664,0.008485723,0.002372134],"study_design_scores_gemma":[0.0008013135,0.0002803493,0.9680569,0.000005751323,0.00004420892,0.00009553805,0.001024527,0.0001211687,0.0203917,0.0006309364,0.008398452,0.0001492216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998275,0.0007225673,0.0001073989,0.0004001631,0.0002582641,0.00008509991,0.000003966208,0.000005481732,0.0001420219],"genre_scores_gemma":[0.9988291,0.00001794466,0.0002292906,0.00005111983,0.0001042836,0.00001679569,0.00002991744,0.000004141892,0.0007174421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8618104,"threshold_uncertainty_score":0.3447147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112590208671119,"score_gpt":0.2423983074489575,"score_spread":0.2311392865818456,"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."}}