{"id":"W4404393422","doi":"10.1525/mp.2024.42.2.109","title":"The Effect of Aural and Visual Presentation Formats on Categorical and Dimensional Judgements of Emotion for Sung and Spoken Expressive Performances","year":2024,"lang":"en","type":"article","venue":"Music Perception An Interdisciplinary Journal","topic":"Multisensory perception and integration","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Categorical variable; Presentation (obstetrics); Psychology; Cognitive psychology; Speech recognition; Computer science; Communication; Natural language processing; Linguistics; Machine learning","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":[0.001082648,0.0004113161,0.0002839329,0.0004127906,0.0001937421,0.001149415,0.000275579,0.0004606575,0.004366263],"category_scores_gemma":[0.01984677,0.0002089679,0.0002986618,0.0001690765,0.0004468441,0.0008143344,0.0008476162,0.0003610998,0.0003536936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227166,"about_ca_system_score_gemma":0.00009019468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001330875,"about_ca_topic_score_gemma":0.0002521531,"domain_scores_codex":[0.9987249,0.000568706,0.0001161131,0.0002038837,0.0003020066,0.00008440397],"domain_scores_gemma":[0.990482,0.006913487,0.0008988366,0.0005327823,0.0007654832,0.0004074306],"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":[0.01804695,0.0004849883,0.0244653,0.001085309,0.0002121744,0.000452736,0.002844289,0.0007383181,0.8628213,0.0003433778,0.0002913811,0.08821384],"study_design_scores_gemma":[0.001117128,0.02130575,0.8377786,0.0005041279,0.0007929367,0.002678198,0.007347428,0.007982026,0.1146705,0.002048166,0.003503554,0.0002715075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933724,0.0002590854,0.002914647,0.00003855748,0.0000625478,0.00007093255,0.00007050025,0.00004232131,0.003169042],"genre_scores_gemma":[0.9946891,0.0002056625,0.004083793,0.00006110214,0.00006012146,0.0001235865,0.00009197184,0.00005361862,0.000631024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004366263,"threshold_uncertainty_score":0.01460654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009437684678571,"score_gpt":0.4072815348359636,"score_spread":0.3771871579891779,"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."}}