{"id":"W4382137994","doi":"10.1093/gbe/evad117","title":"Brain Gene Expression of Foraging Behavior and Social Environment in<i>Ceratina calcarata</i>","year":2023,"lang":"en","type":"article","venue":"Genome Biology and Evolution","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Eusociality; Biology; Sociality; Foraging; Juvenile hormone; Gene expression; Gene; Insect; Social evolution; Circadian rhythm; Evolutionary biology; Genetics; Hymenoptera; Ecology; Neuroscience","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":[0.0001159112,0.00005157079,0.00009197438,0.00000859634,0.0001581902,0.000003164904,0.00002648778,0.00006197649,0.000008154591],"category_scores_gemma":[0.000003780747,0.00002247281,0.00001345248,0.00005350841,0.00007260096,0.00002467994,0.00007062108,0.00003402772,0.000003338801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009016595,"about_ca_system_score_gemma":0.000001000042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005845705,"about_ca_topic_score_gemma":0.000105338,"domain_scores_codex":[0.9996064,0.00003282964,0.00008528939,0.0001290852,0.00002470213,0.0001216391],"domain_scores_gemma":[0.9999132,0.0000348309,0.00002895102,0.000006121531,0.000003560027,0.00001337587],"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":[0.00001176082,0.000008590629,0.1838491,0.000002262817,0.000001130414,8.303352e-7,0.00008355145,2.962945e-7,0.8132762,0.00008825386,0.00003184324,0.002646202],"study_design_scores_gemma":[0.00008022867,0.00008958459,0.9963709,0.000002585708,0.000003082115,0.000002067677,0.0001881292,0.000008954455,0.001784934,0.0002950846,0.001122713,0.00005176906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986317,0.000634438,0.000002938378,0.0005567822,0.00001247567,0.00006646925,0.00006065421,0.00001167083,0.00002286626],"genre_scores_gemma":[0.9995097,0.0002763917,0.00001687533,0.00002228379,0.00006127811,0.0000122994,0.00007156565,2.48086e-7,0.00002935596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8125218,"threshold_uncertainty_score":0.1216687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203593653868816,"score_gpt":0.2230247387556962,"score_spread":0.1909888022170081,"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."}}