{"id":"W4404024940","doi":"10.22215/cujs.v3i1.4902","title":"What do Emotions Sound Like? Affective Congruence of Sounds and Meaning","year":2024,"lang":"en","type":"article","venue":"Carleton undergraduate journal of science.","topic":"Multisensory perception and integration","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Congruence (geometry); Meaning (existential); Sound (geography); Psychology; Communication; Linguistics; Cognitive psychology; Social psychology; Acoustics; Philosophy; Psychotherapist","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":[0.0008414665,0.0002548773,0.0002372491,0.0004575754,0.0003916858,0.00210943,0.0001597266,0.0006313653,0.001848041],"category_scores_gemma":[0.01163464,0.0001810279,0.0001981283,0.0003136123,0.001029107,0.001380106,0.0007271091,0.0005433228,0.0002453826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672127,"about_ca_system_score_gemma":0.0001703134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004094468,"about_ca_topic_score_gemma":0.0005579875,"domain_scores_codex":[0.9994654,0.0001894706,0.00003431902,0.0001069563,0.0001410881,0.00006284101],"domain_scores_gemma":[0.9975663,0.00122494,0.0005892465,0.0001144049,0.0003073441,0.0001977618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003879544,0.0004185062,0.4434157,0.001200496,0.0004658953,0.001925356,0.07413641,0.001230702,0.2335709,0.01028738,0.003047452,0.2264216],"study_design_scores_gemma":[0.00008147427,0.001128552,0.9046255,0.000334078,0.0002619798,0.00180145,0.05235453,0.002507597,0.01158435,0.01927743,0.005889988,0.0001530895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844195,0.0004923383,0.002492166,0.0004457541,0.0001131093,0.00002888796,0.00005977739,0.00001658476,0.01193184],"genre_scores_gemma":[0.9984998,0.0001829871,0.0007301864,0.0001669774,0.00002566531,0.00001285759,0.0000275315,0.00001104407,0.0003429344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00210943,"threshold_uncertainty_score":0.006182313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03476208493558667,"score_gpt":0.3511448437838567,"score_spread":0.31638275884827,"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."}}