{"id":"W3174831146","doi":"10.1073/pnas.2109409118","title":"Genome architecture and social evolution","year":2021,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Eusociality; Biology; Evolutionary biology; Social evolution; Zoology; Hymenoptera; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003671309,0.0002624622,0.0002973886,0.001089973,0.0007330393,0.001085948,0.0004738381,0.001012322,0.002941449],"category_scores_gemma":[0.0009933306,0.000164051,0.0001742186,0.001254096,0.0009743176,0.0009395911,0.0008083196,0.0006605264,0.000621277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006849323,"about_ca_system_score_gemma":0.0002851874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460933,"about_ca_topic_score_gemma":0.002343573,"domain_scores_codex":[0.9996326,0.0000723073,0.00001451319,0.0001830145,0.00004893513,0.00004856159],"domain_scores_gemma":[0.9994783,0.0001491179,0.0001708335,0.00005202392,0.00005796568,0.0000917038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004001211,0.0001504963,0.250738,0.0007768717,0.000705601,0.001476192,0.003650496,0.008544762,0.1388147,0.1925896,0.0151896,0.3869636],"study_design_scores_gemma":[0.00004193561,0.0002077593,0.6800932,0.0001855246,0.0001993823,0.001273849,0.001418466,0.006902999,0.004276409,0.1822099,0.1230237,0.0001668863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.896452,0.03165909,0.01946294,0.009076783,0.0001564444,0.0000451783,0.003655825,0.0007680709,0.03872363],"genre_scores_gemma":[0.9812101,0.005946551,0.006871331,0.0009054414,0.000186361,0.00004027515,0.002031444,0.00009495032,0.002713687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002941449,"threshold_uncertainty_score":0.00984019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915468419292134,"score_gpt":0.2783264796327758,"score_spread":0.2591717954398545,"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."}}