{"id":"W2299661643","doi":"10.14288/1.0076815","title":"The effects of music playing on cognitive task performance","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Task (project management); Cognition; Cognitive psychology; Psychology; Computer science; Engineering","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":[0.000880389,0.000807751,0.000420811,0.0003737181,0.0003164846,0.0007335826,0.0004129435,0.0004987126,0.003305151],"category_scores_gemma":[0.01175182,0.0002567784,0.0002793942,0.0002498137,0.0004709541,0.0003144589,0.0006657461,0.0008377004,0.000545299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002298654,"about_ca_system_score_gemma":0.0002734061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346033,"about_ca_topic_score_gemma":0.001750156,"domain_scores_codex":[0.9992158,0.0002020702,0.00007827974,0.0001472009,0.0002193618,0.000137218],"domain_scores_gemma":[0.9906263,0.00595784,0.0009780966,0.0005918236,0.0005528458,0.001293075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05203228,0.03007271,0.08674523,0.001038323,0.000577823,0.0007906134,0.005891255,0.002094364,0.5699734,0.0002159358,0.001184973,0.2493832],"study_design_scores_gemma":[0.0005462371,0.04030387,0.9168429,0.00004638806,0.0002085325,0.0003028689,0.0006097531,0.00122041,0.0383223,0.0003086815,0.001196524,0.00009147675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982493,0.0001155025,0.0001940958,0.00001936741,0.00001558951,0.00002406551,0.00006119979,0.00001760583,0.001303253],"genre_scores_gemma":[0.9971106,0.0001351306,0.0007697555,0.00002958503,0.00002531039,0.00005076023,0.0001842733,0.0000182026,0.001676369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003305151,"threshold_uncertainty_score":0.01105678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143099245188231,"score_gpt":0.2032389542476663,"score_spread":0.181807961795784,"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."}}