{"id":"W4322738924","doi":"10.31234/osf.io/26yg5","title":"Cross-cultural relationships between music, emotion, and visual imagery: A comparative study of Iran, Canada, and Japan [Stage 1 Registered Report]","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Keio University","keywords":"Psychology; Music and emotion; Arousal; Cognitive psychology; Cross-cultural; Musical; Perception; Contrast (vision); Active listening; Social psychology; Communication; Visual arts; Music history; Music education; Art; Sociology; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007757416,0.0004163224,0.0004226352,0.001127876,0.003569629,0.001225076,0.0004434063,0.0002928475,0.002828367],"category_scores_gemma":[0.001792564,0.0002615738,0.000341655,0.001873646,0.001325773,0.0004196945,0.0009203079,0.0004309552,0.0002187982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003039074,"about_ca_system_score_gemma":0.005277538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7908899,"about_ca_topic_score_gemma":0.9166666,"domain_scores_codex":[0.9995673,0.00005049305,0.0000216689,0.00007800615,0.0001166439,0.0001657785],"domain_scores_gemma":[0.9991443,0.00011755,0.0001243252,0.00004100213,0.0003840733,0.0001886575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005239945,0.0003489243,0.6993067,0.000310034,0.0001502851,0.00125381,0.2645105,0.0000596616,0.00640541,0.000313438,0.000775537,0.02604178],"study_design_scores_gemma":[0.00001379907,0.0001131955,0.8619267,0.00005496894,0.00004682046,0.0003563708,0.1356312,0.00003440311,0.0003160714,0.00003181743,0.001446528,0.00002810008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9990923,0.0000855961,0.00003388924,0.00002402438,0.000003775446,0.00002266337,0.00006466268,5.203379e-7,0.000672509],"genre_scores_gemma":[0.9982681,0.0002626446,0.0002314104,0.00007181516,0.00000687731,0.00004011318,0.0001777198,0.000003835473,0.0009374051],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.2091101,"threshold_uncertainty_score":0.4206831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3222734933735622,"score_gpt":0.4102151044066249,"score_spread":0.0879416110330627,"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."}}