{"id":"W4391468775","doi":"10.2139/ssrn.4710413","title":"Hearing Fearful Prosody Impairs Visual Working Memory Maintenance","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Prosody; Psychology; Cognitive psychology; Working memory; Audiology; Computer science; Neuroscience; Speech recognition; Cognition; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002529159,0.0006014126,0.0006114081,0.0004038644,0.0002394827,0.0003214251,0.0007612631,0.0005593107,0.0001768128],"category_scores_gemma":[0.0000425432,0.0005666529,0.0007907308,0.0002262679,0.000115859,0.00005601319,0.0008926582,0.01370136,0.0005988915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002108752,"about_ca_system_score_gemma":0.004257781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006441258,"about_ca_topic_score_gemma":0.001292982,"domain_scores_codex":[0.9935281,0.0001979336,0.000743625,0.0009622226,0.0003266076,0.004241462],"domain_scores_gemma":[0.9987227,0.00005230352,0.0004067228,0.0005346593,0.00008257471,0.0002009974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008725346,0.0007937581,0.004046282,0.0005913071,0.007045308,0.000323136,0.004971809,0.001268051,0.0004095716,0.5834444,0.008334327,0.3878995],"study_design_scores_gemma":[0.00182322,0.000821738,0.006021101,0.001222259,0.0003451999,0.001368929,0.01306597,0.0006765184,0.00001566231,0.965765,0.007153746,0.001720667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8339317,0.05556565,0.001770675,0.002280816,0.01026694,0.000914466,0.000009860559,0.0003098162,0.09495004],"genre_scores_gemma":[0.9806168,0.003101402,0.00006218988,0.0001785858,0.001633773,0.00008349953,0.00001780712,0.0001986576,0.01410726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3861788,"threshold_uncertainty_score":0.9996785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430490680364544,"score_gpt":0.3050209266073968,"score_spread":0.2907160198037513,"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."}}