{"id":"W4388834662","doi":"10.1038/s41559-023-02249-9","title":"Functional convergence of genomic and transcriptomic architecture underlies schooling behaviour in a live-bearing fish","year":2023,"lang":"en","type":"article","venue":"Nature Ecology & Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"H2020 Marie Skłodowska-Curie Actions; Vetenskapsrådet; Uppsala Universitet; Stiftelsen Lars Hiertas Minne; Horizon 2020 Framework Programme; Knut och Alice Wallenbergs Stiftelse; Royal Swedish Academy of Sciences","keywords":"Biology; Genetic architecture; Guppy; Evolutionary biology; Heritability; Kin selection; Phenotype; Genetics; Gene; Fish <Actinopterygii>","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":[0.0001432477,0.0001911943,0.0002284535,0.0005154411,0.0002320744,0.0002625906,0.0001364912,0.0002786235,0.001064418],"category_scores_gemma":[0.0003261456,0.0002050786,0.0002313165,0.0003149183,0.0003938603,0.0001617887,0.0004454408,0.0003938391,0.0001738272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954194,"about_ca_system_score_gemma":0.0001647268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604407,"about_ca_topic_score_gemma":0.003512807,"domain_scores_codex":[0.9998444,0.00001053716,0.000007654889,0.00008410928,0.00002751148,0.00002575582],"domain_scores_gemma":[0.9997404,0.00005892468,0.0001100613,0.00002642505,0.00002635853,0.00003772812],"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":[0.00009132262,0.000009943962,0.02016343,0.00003179535,0.00003711231,0.00007509616,0.0001036952,0.0001273444,0.9774587,0.00009100199,0.00004113298,0.001769269],"study_design_scores_gemma":[0.000006088987,0.0000566262,0.9831291,0.000004577931,0.00004004439,0.0001687215,0.0001087866,0.001000177,0.01495156,0.0001644708,0.0003587304,0.00001104526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973175,0.000098721,0.001378507,0.00003688948,0.000003654926,0.000004848159,0.0008484302,0.00002862719,0.0002828011],"genre_scores_gemma":[0.9971488,0.00005996335,0.001082607,0.00006944411,0.000004313554,0.00002584186,0.0008499609,0.00003047647,0.0007286979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001604407,"threshold_uncertainty_score":0.003560841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341568614153814,"score_gpt":0.2203433945196403,"score_spread":0.2069277083781021,"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."}}