{"id":"W4232456592","doi":"10.1142/9789812837066_0001","title":"Introduction and Overview","year":2010,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":[0.0007127166,0.001004647,0.0007070313,0.00311318,0.0009695108,0.003416339,0.001482931,0.001688046,0.2172353],"category_scores_gemma":[0.001993931,0.0005210548,0.0004919349,0.00311165,0.0004798479,0.00436686,0.001958382,0.001871157,0.2038306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088788,"about_ca_system_score_gemma":0.002368884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002787161,"about_ca_topic_score_gemma":0.005211147,"domain_scores_codex":[0.9994779,0.00004355183,0.00002652245,0.0001130007,0.0002893773,0.00004955111],"domain_scores_gemma":[0.9993119,0.0001308433,0.00002784086,0.00006449845,0.0003547452,0.000110154],"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":[0.00002083201,0.0000504563,0.00008680137,0.0005015935,0.000003236008,0.00004984578,0.00008648877,0.0001916635,0.0006684983,0.01853883,0.5477503,0.4320515],"study_design_scores_gemma":[8.371383e-7,0.00000617728,0.00005935306,0.0001157439,0.000001195788,0.00004932179,0.0000167921,0.00002216849,0.00009403794,0.002514904,0.9971167,0.000002841135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008199811,0.1022546,0.0300015,0.007997666,0.01408744,0.000390868,0.003820363,0.002129516,0.8384981],"genre_scores_gemma":[0.001421896,0.03989921,0.007138458,0.002227344,0.00253864,0.0001589001,0.002442433,0.0004990105,0.9436741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2172353,"threshold_uncertainty_score":0.7267245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492584026980784,"score_gpt":0.2421314630811676,"score_spread":0.2072056228113598,"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."}}