{"id":"W4392576349","doi":"10.1098/rsbl.2023.0480","title":"Ecologically mediated differences in electric organ discharge drive evolution in a sodium channel gene in South American electric fishes","year":2024,"lang":"en","type":"article","venue":"Biology Letters","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto Scarborough; Natural Sciences and Engineering Research Council of Canada; Mitacs; Society of Systematic Biologists; National Science Foundation","keywords":"Electric fish; Biology; Electroreception; Electric organ; Context (archaeology); Evolutionary biology; Gene; Sodium channel; Ecology; Genetics; Fish <Actinopterygii>; Neuroscience; Sensory system; Sodium; Paleontology","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":[0.0004483186,0.0002506292,0.0004091884,0.0004648206,0.00005007461,0.00001586071,0.0003483089,0.0002708347,0.0002596287],"category_scores_gemma":[0.0001589796,0.0001974211,0.00005543138,0.001671073,0.0004427153,0.00008767682,0.000120793,0.0005018872,0.0002977929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000635055,"about_ca_system_score_gemma":0.00003436252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009016098,"about_ca_topic_score_gemma":0.007042473,"domain_scores_codex":[0.9974746,0.0004637641,0.0003984737,0.0007471567,0.00007922508,0.000836827],"domain_scores_gemma":[0.9994413,0.0002554227,0.00009102081,0.0001398447,0.000003524952,0.00006893198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002328972,0.00009762904,0.6847286,0.000002213028,0.000005024144,0.00004874493,0.0002304674,0.00000407486,0.3143899,0.00001056493,0.0001205524,0.0003389803],"study_design_scores_gemma":[0.0003348809,0.0003810035,0.9971212,0.000006944885,0.000008510639,0.00000788897,0.00009096811,0.0009144971,0.0006488686,0.0001823772,0.00004719845,0.0002556711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954672,0.0001144884,0.00005008029,0.003585973,0.0002617044,0.0003742326,0.00001478746,0.00007365984,0.00005784614],"genre_scores_gemma":[0.9980462,0.00008176393,0.00005637015,0.001516543,0.00005381615,0.0001710649,0.00004403259,0.00001310645,0.00001717017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.313741,"threshold_uncertainty_score":0.8050601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046780767673985,"score_gpt":0.2153787287326087,"score_spread":0.2049109210558689,"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."}}