{"id":"W2051908681","doi":"10.2307/3345436","title":"Attractiveness Bias in the Evaluation of Young Pianists' Performances","year":2004,"lang":"en","type":"article","venue":"Journal of Research in Music Education","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Attractiveness; Psychology; Piano; Perception; Quality (philosophy); Musical; Physical attractiveness; Cognitive psychology; Acoustics","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":[0.02880081,0.00003636962,0.00008916253,0.0004524819,0.0001738348,0.00005181664,0.0002652736,0.00004240548,0.00005528916],"category_scores_gemma":[0.001884574,0.00002659471,0.00003080656,0.0009567807,0.0001839209,0.0004902852,0.000008704685,0.0003614498,0.00000245737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006482209,"about_ca_system_score_gemma":0.005576704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00273188,"about_ca_topic_score_gemma":0.004016932,"domain_scores_codex":[0.9959633,0.001494677,0.0003070749,0.0000686542,0.001977249,0.0001890029],"domain_scores_gemma":[0.998401,0.0003732995,0.0001994241,0.00008311771,0.0008976511,0.00004548922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008161589,0.001147049,0.1660223,0.0001143035,0.00001299,0.000006253466,0.5408202,0.002057339,0.001362101,0.00760528,0.0004450202,0.2803254],"study_design_scores_gemma":[0.0006254427,0.0001022925,0.5969051,0.0006124206,0.000009717331,0.00001177603,0.3723308,0.00007324878,0.0004705174,0.0277153,0.001087662,0.00005580245],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853651,0.000661361,0.000022028,0.003373543,0.0006888155,0.0002231226,1.641531e-7,8.257647e-7,0.009665043],"genre_scores_gemma":[0.9987494,0.0004535476,0.0001339928,0.00003122577,0.0005905116,0.00000917412,6.379766e-7,0.000002559277,0.0000289899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4308827,"threshold_uncertainty_score":0.9981844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5048642175070343,"score_gpt":0.5594076951334267,"score_spread":0.05454347762639244,"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."}}