{"id":"W4297783899","doi":"","title":"Toward a General Framework for Polyphonic Comparison","year":2009,"lang":"en","type":"article","venue":"","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pacific Institute for the Mathematical Sciences","funders":"","keywords":"Polyphony; Computer science; Art; Literature","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":[0.00008389639,0.00007844887,0.0001217672,0.00003126821,0.00009260068,0.000171127,0.0004457672,0.00005088243,0.00002395746],"category_scores_gemma":[0.00002052849,0.00006394608,0.00005341015,0.0001543457,0.00001050707,0.0001981357,0.00003997712,0.00007558476,0.00002153975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001467253,"about_ca_system_score_gemma":0.00004573725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004706213,"about_ca_topic_score_gemma":6.261819e-7,"domain_scores_codex":[0.9992932,0.000007467385,0.0001350903,0.0002203472,0.0001099435,0.0002339325],"domain_scores_gemma":[0.9996086,0.00003722099,0.00004533703,0.0002194788,0.00002894916,0.00006037424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000309305,0.00003875501,0.00006570521,0.000005937598,0.000003199965,9.846262e-7,0.0005316145,0.00004435939,0.0003966701,0.6891555,0.01292309,0.2968311],"study_design_scores_gemma":[0.0004836946,0.0002903044,0.002374905,0.00005071887,0.000007160809,0.00001194275,0.00003879145,0.3331513,0.02012927,0.6033667,0.03967164,0.0004236372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00420744,0.0002069622,0.9811379,0.009715111,0.000226676,0.00008015129,2.359969e-7,0.0001761493,0.004249382],"genre_scores_gemma":[0.485812,0.000001195063,0.5073425,0.006324877,0.0001261393,0.000002867284,3.903292e-7,0.000001849983,0.0003882616],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4816045,"threshold_uncertainty_score":0.2607645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0532743285636101,"score_gpt":0.3241341804750894,"score_spread":0.2708598519114793,"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."}}