{"id":"W4393057562","doi":"10.32920/25413166.v1","title":"The motor origins of human and avian song structure","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Communication; Psychology","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":[0.0002543372,0.0001234894,0.00009943157,0.0003710096,0.0003183511,0.0005126267,0.0001770243,0.0002907909,0.001949499],"category_scores_gemma":[0.0009533592,0.0001525458,0.0001003935,0.0001636091,0.001366148,0.0004420362,0.0003462206,0.0002674351,0.0002468991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002775204,"about_ca_system_score_gemma":0.0001718669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004512915,"about_ca_topic_score_gemma":0.009435447,"domain_scores_codex":[0.9998148,0.0000296353,0.000008141558,0.00008477164,0.00004065158,0.00002205572],"domain_scores_gemma":[0.9997234,0.00005338334,0.00009158887,0.0000376825,0.0000447796,0.00004909314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006250394,0.00007224689,0.3194846,0.0004703247,0.0001355264,0.001403592,0.01462609,0.002183219,0.1805789,0.0415447,0.002582953,0.4362928],"study_design_scores_gemma":[0.000008468345,0.0001135444,0.9813188,0.00005292776,0.00001558133,0.001652243,0.001002296,0.001859921,0.003159102,0.004158229,0.006632064,0.00002676331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953058,0.003803528,0.01030724,0.0005249247,0.00002846036,0.00001921011,0.0002012757,0.00005442621,0.03200283],"genre_scores_gemma":[0.9943097,0.0005423687,0.003527481,0.00008799387,0.000009856956,0.000007409752,0.00009137733,0.00001678317,0.001407116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004512915,"threshold_uncertainty_score":0.0089733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043439228206313,"score_gpt":0.3164694912406484,"score_spread":0.2960350989585853,"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."}}