{"id":"W1568368472","doi":"10.26522/br.v12i2.368","title":"The Naked Voice","year":2012,"lang":"en","type":"article","venue":"The Brock Review","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Repertoire; Musical; Singing; Character (mathematics); Presentation (obstetrics); Visual arts; Communication; History; Art; Psychology; Literature; Acoustics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002989548,0.0000717653,0.000145299,0.00000536648,0.0008125202,0.00003619484,0.0002413789,0.00001335896,0.003203172],"category_scores_gemma":[0.00008252671,0.00002686251,0.0001299872,0.00003425708,0.0001647706,0.00006549174,0.00005253796,0.0001104521,0.00242688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005437877,"about_ca_system_score_gemma":0.000006286962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002847692,"about_ca_topic_score_gemma":0.0003478474,"domain_scores_codex":[0.9993629,0.0001432005,0.0001518716,0.00005700336,0.00008635704,0.0001986648],"domain_scores_gemma":[0.9993643,0.0002353576,0.00006324741,0.0002626588,0.0000367428,0.0000377066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002735287,0.00003155425,0.00001714999,0.0001743155,0.00007859273,1.523745e-7,0.001404168,5.349414e-8,0.000004573528,0.3524648,0.6042399,0.041582],"study_design_scores_gemma":[0.00002218106,0.000005915949,0.0001061142,0.0001044469,0.0001874084,0.000001866148,0.0001030829,9.721753e-7,0.000001678887,0.0008671507,0.9985515,0.00004771935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00279661,0.6742541,0.00001050246,0.02468253,0.001080748,0.0004337854,0.000004250875,0.00006559909,0.2966719],"genre_scores_gemma":[0.3666661,0.1521591,0.00001103647,0.102188,0.00614836,0.0002240122,0.00001234372,0.00003031389,0.3725607],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5220951,"threshold_uncertainty_score":0.9983498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05463668424786761,"score_gpt":0.2626053591472265,"score_spread":0.2079686748993589,"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."}}