{"id":"W2544367371","doi":"10.5539/ijps.v8n4p71","title":"Speaking with a Happy Voice Makes You Sound Younger","year":2016,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Psychology; Sadness; Happiness; Paralanguage; Voice; Audiology; Developmental psychology; Social psychology; Linguistics; Communication; Anger","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007727396,0.0003000163,0.0001430798,0.0002438389,0.0003672986,0.0006660663,0.0001007649,0.000367513,0.004286901],"category_scores_gemma":[0.004223512,0.0001277208,0.0002196317,0.00007332836,0.0005529855,0.0006916015,0.0004500588,0.000325614,0.0005707374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001049919,"about_ca_system_score_gemma":0.00008147238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002691572,"about_ca_topic_score_gemma":0.0003687752,"domain_scores_codex":[0.9996749,0.0001241817,0.0000167187,0.00004575784,0.0001049436,0.00003350145],"domain_scores_gemma":[0.9985552,0.0006158209,0.0004356359,0.00005619267,0.0001861686,0.0001508384],"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":[0.002705975,0.0003580661,0.1466511,0.0009377592,0.0002374546,0.00368001,0.07090292,0.0002569893,0.5751656,0.005260016,0.006722747,0.1871213],"study_design_scores_gemma":[0.00008017158,0.002735275,0.8523559,0.0001811921,0.0003209559,0.00607951,0.0597163,0.0009906552,0.04391681,0.003332803,0.03011448,0.0001758987],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880807,0.0005374517,0.001563624,0.0003889845,0.0002189223,0.000009035298,0.00002578546,0.00003318286,0.009142178],"genre_scores_gemma":[0.9968861,0.0002362201,0.001045165,0.0002095782,0.00005523612,0.000004831466,0.00001496662,0.00001259617,0.001535296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004286901,"threshold_uncertainty_score":0.01434118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.082940383271572,"score_gpt":0.4037923039975825,"score_spread":0.3208519207260105,"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."}}