{"id":"W2406756079","doi":"","title":"Perception Based Multi-Genre Labeling On Music Data","year":2010,"lang":"en","type":"article","venue":"The Journal of the Abraham Lincoln Association","topic":"Music and Audio Processing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Computer science; Perception; Speech recognition; Artificial intelligence; Psychology; Neuroscience","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":[0.001026539,0.000801283,0.001088633,0.002937504,0.0006348965,0.001636965,0.0009721137,0.00102935,0.003270828],"category_scores_gemma":[0.003603694,0.0002582599,0.0007397506,0.00273748,0.000386168,0.001793937,0.001367521,0.00120339,0.002754607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005009964,"about_ca_system_score_gemma":0.000683906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003984633,"about_ca_topic_score_gemma":0.007991528,"domain_scores_codex":[0.9989165,0.0001784875,0.00007304806,0.0003108796,0.000363767,0.0001573763],"domain_scores_gemma":[0.9978479,0.0006908621,0.0001687417,0.000473145,0.0006420278,0.000177304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002533206,0.0004441525,0.01010434,0.0003737345,0.0001143279,0.0003486301,0.0003853118,0.00754474,0.2064147,0.001480945,0.008417746,0.7618382],"study_design_scores_gemma":[0.0001053174,0.000507298,0.03125595,0.0000775143,0.0001871542,0.0006223156,0.000982867,0.8408516,0.1031434,0.009222172,0.01294243,0.0001020264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2736577,0.001502925,0.699137,0.0007002102,0.0004953371,0.0002499862,0.005165969,0.01259771,0.006493182],"genre_scores_gemma":[0.6109984,0.0006025025,0.3729557,0.0002247371,0.0002419781,0.0001412773,0.009488408,0.0007271519,0.004619977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003984633,"threshold_uncertainty_score":0.01094204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04367316073322475,"score_gpt":0.2841314236470052,"score_spread":0.2404582629137804,"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."}}