{"id":"W4408810282","doi":"10.2139/ssrn.5192385","title":"The Influence of Speaker Accent On the Neurocognitive Processing of Politeness","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Politeness; Stress (linguistics); Linguistics; Neurocognitive; Psychology; Speech recognition; Computer science; Cognition; Philosophy; Neuroscience","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":[0.0008646486,0.0002599333,0.0002530299,0.0002263487,0.0003390331,0.002425584,0.0001914534,0.0004938735,0.005537753],"category_scores_gemma":[0.009320905,0.0003267587,0.0002048767,0.0001799746,0.0006054775,0.0006328555,0.000529033,0.0008441568,0.0007320211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949107,"about_ca_system_score_gemma":0.0003186204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163819,"about_ca_topic_score_gemma":0.001328768,"domain_scores_codex":[0.9995289,0.0001764274,0.00001839231,0.0001293911,0.00009731117,0.00004960953],"domain_scores_gemma":[0.9947683,0.003777117,0.0006169712,0.0002163642,0.0002748985,0.0003464061],"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":[0.01707438,0.00137863,0.1937757,0.0005165386,0.000600941,0.001272458,0.0151916,0.002266733,0.6557894,0.003721336,0.002572025,0.1058402],"study_design_scores_gemma":[0.0001127713,0.0007232325,0.9866784,0.00003055246,0.0001393176,0.0003443785,0.001264028,0.001417262,0.00614607,0.00239968,0.0007111705,0.0000332638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905627,0.0001187596,0.0004899779,0.0001350594,0.00004733474,0.00001743984,0.0001101622,0.00001139665,0.008507088],"genre_scores_gemma":[0.9978095,0.0001466303,0.0003905562,0.0001150299,0.00006393761,0.0000241343,0.0001153052,0.00004421127,0.001290716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005537753,"threshold_uncertainty_score":0.0185256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03881621231647767,"score_gpt":0.4069249999368333,"score_spread":0.3681087876203557,"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."}}