{"id":"W2592326669","doi":"","title":"Patrones musculares en el canto. Un estudio piloto","year":2016,"lang":"es","type":"article","venue":"Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona)","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"","keywords":"Humanities; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001033381,0.001365068,0.00136932,0.001448011,0.001322601,0.0004317745,0.001859572,0.0008509094,0.002762663],"category_scores_gemma":[0.0005650431,0.001393104,0.001185925,0.001402,0.001422373,0.002617694,0.001386746,0.001183834,0.000634821],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004690003,"about_ca_system_score_gemma":0.002037637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098319,"about_ca_topic_score_gemma":0.0001216719,"domain_scores_codex":[0.9922048,0.001064931,0.0005916559,0.001702831,0.001530181,0.002905577],"domain_scores_gemma":[0.9937423,0.002284916,0.0003891621,0.001307082,0.00041419,0.001862312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004719949,0.002561503,0.7882653,0.0009631281,0.005535513,0.03452094,0.01898688,0.0002332723,0.01505276,0.03863182,0.02926847,0.06126041],"study_design_scores_gemma":[0.01972288,0.002660296,0.6501544,0.001287446,0.00325702,0.001477735,0.07691021,0.0003259964,0.0007755685,0.005771619,0.2340815,0.003575308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8972722,0.002531564,0.003664723,0.007238731,0.0003028906,0.001058564,0.001366209,0.0005415624,0.08602354],"genre_scores_gemma":[0.9796665,0.003281404,0.001088418,0.0009363343,0.0003166995,0.00001549997,0.0003271801,0.0002793206,0.01408866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.204813,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004181340564277491,"score_gpt":0.2322511386106953,"score_spread":0.2280697980464178,"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."}}