{"id":"W4411533304","doi":"10.1111/1365-2435.70081","title":"Gill evolution in Neotropical electric fishes: Comparative phylogenetic evidence for hypoxia‐driven adaptation","year":2025,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Division of Environmental Biology; Natural Sciences and Engineering Research Council of Canada; University of Central Florida; National Science Foundation","keywords":"Biology; Phylogenetic comparative methods; Phylogenetic tree; Hypoxia (environmental); Adaptation (eye); Ecology; Habitat; Phylogenetics; Range (aeronautics); Zoology; Context (archaeology); Oxygen; Gene; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001701319,0.0001316344,0.0002212071,0.0001305843,0.0001529913,0.000007011815,0.0001474782,0.0002226297,0.000941225],"category_scores_gemma":[0.0002586351,0.0001304565,0.00006409357,0.0003780586,0.0002100857,0.0001079723,0.00007016976,0.0001617981,0.0002224851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007523061,"about_ca_system_score_gemma":0.00009058476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001057672,"about_ca_topic_score_gemma":0.007089698,"domain_scores_codex":[0.9986856,0.0001623639,0.0002873582,0.000441447,0.00008495628,0.0003382683],"domain_scores_gemma":[0.9990053,0.0007266271,0.00008069423,0.0001152888,0.00003166945,0.0000404777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000381613,0.0002788342,0.9427978,0.000008632901,0.00001822015,0.00000219391,0.00005303777,0.01504253,0.02863284,0.001180976,0.01078822,0.0008150893],"study_design_scores_gemma":[0.0006344325,0.0005787401,0.9794313,0.000006442987,0.00002996264,0.000005956319,0.00007317346,0.01401142,0.0001088251,0.003045683,0.001958368,0.0001157406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901555,0.00009471148,0.006176462,0.001166964,0.0008181184,0.0006448654,0.00000790121,0.00002825991,0.0009072006],"genre_scores_gemma":[0.9968229,0.00001543815,0.001235737,0.000698544,0.0000698997,0.0004678181,0.00002837077,0.000004697208,0.0006565849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03663344,"threshold_uncertainty_score":0.999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0584159514427396,"score_gpt":0.2912228790618361,"score_spread":0.2328069276190965,"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."}}