{"id":"W2095625596","doi":"10.1093/molbev/mss087","title":"Hearing Aid for Vertebrates via Multiple Episodic Adaptive Events on Prestin Genes","year":2012,"lang":"en","type":"article","venue":"Molecular Biology and Evolution","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Prestin; Biology; Evolutionary biology; Most recent common ancestor; Cochlea; Gene; Functional divergence; Genetics; Genome; Gene family; Anatomy; Hair cell","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020415,0.000140163,0.0001292456,0.00007599302,0.0002128393,0.000007213199,0.00009496293,0.0001553251,0.000004086056],"category_scores_gemma":[0.0005880279,0.0001360689,0.00004327522,0.00009248297,0.0001111249,0.00006090858,0.00008178251,0.0001117439,0.00004433322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004480324,"about_ca_system_score_gemma":0.00002490363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004945029,"about_ca_topic_score_gemma":0.00000556637,"domain_scores_codex":[0.9988436,0.0001948428,0.0001492338,0.0003320086,0.00006969271,0.0004106352],"domain_scores_gemma":[0.9994972,0.0001472879,0.00005981874,0.0001686009,0.00002709929,0.00009994747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001063288,0.00006966227,0.07637223,0.00001133001,0.000006664736,9.051971e-7,0.00006051009,0.0001587442,0.9183864,0.002678023,0.00003196779,0.002117221],"study_design_scores_gemma":[0.0009547888,0.0006971969,0.1079635,0.00002882755,0.00002181037,0.00002639384,0.00001867473,0.02523117,0.8574156,0.005421824,0.001915146,0.0003051439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8532926,0.0008435616,0.1449923,0.00007921345,0.000282846,0.0003428818,0.00001060256,0.00004566802,0.0001103643],"genre_scores_gemma":[0.9970741,0.00002188609,0.002415736,0.0002741428,0.00008926068,0.00005163082,0.000008843803,0.00001728439,0.0000470599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1437816,"threshold_uncertainty_score":0.5548729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019971204543821,"score_gpt":0.2955262867882168,"score_spread":0.2553265747427786,"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."}}