{"id":"W3025678865","doi":"10.1073/pnas.1920642117","title":"Behavioral and environmental contributions to drosophilid social networks","year":2020,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Government of Canada; Canadian Institute for Advanced Research","keywords":"Phylogenetic tree; Drosophila (subgenus); Phylogenetics; Biology; Ecology; Social relation; Evolutionary biology; Zoology; Fish <Actinopterygii>; Social group; Phylogenetic comparative methods; Psychology; Genetics; Fishery; Social psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000232308,0.0001506162,0.00009328931,0.0007783437,0.0003881962,0.0004174371,0.0001143405,0.0001558316,0.001701775],"category_scores_gemma":[0.00126652,0.0001088255,0.00009947681,0.0002914912,0.0003796215,0.0003122084,0.0005329649,0.000156383,0.0001064528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002303428,"about_ca_system_score_gemma":0.0001233983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001674387,"about_ca_topic_score_gemma":0.004933442,"domain_scores_codex":[0.9998386,0.000065864,0.000008475728,0.00003375528,0.00003042761,0.00002285389],"domain_scores_gemma":[0.9993916,0.0002086012,0.000185233,0.00003306557,0.00007689215,0.0001047144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002365549,0.0001068528,0.8242367,0.0001912079,0.0002939078,0.0004264962,0.001317901,0.006424354,0.09528944,0.006363709,0.0005250107,0.06458784],"study_design_scores_gemma":[0.000005226638,0.00005933527,0.984227,0.00001648146,0.00006320756,0.0003363345,0.0008691173,0.0091847,0.001815248,0.002275622,0.001136707,0.00001093718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968733,0.0001353228,0.0006743898,0.00004499717,0.00000157702,0.000003178869,0.0000859455,0.000004640594,0.002176674],"genre_scores_gemma":[0.9994123,0.00006308253,0.0003031538,0.000005224782,0.000002448138,0.000003301954,0.0000558447,0.000001419189,0.0001531541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001701775,"threshold_uncertainty_score":0.005693018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07225842667835775,"score_gpt":0.2788112825653518,"score_spread":0.2065528558869941,"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."}}