{"id":"W4210595122","doi":"10.1186/s41235-022-00354-0","title":"Does race impact speech perception? An account of accented speech in two different multilingual locales","year":2022,"lang":"en","type":"article","venue":"Cognitive Research Principles and Implications","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; McGill University; University of Florida; Universitetet i Tromsø","keywords":"Active listening; Psychology; Perception; Speech perception; Intelligibility (philosophy); Linguistics; Audiology; Communication","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004312573,0.0002831284,0.0002412742,0.0003834718,0.0006573851,0.00102205,0.0003182252,0.0003359379,0.003003837],"category_scores_gemma":[0.001017545,0.0001467861,0.0003459728,0.0002042727,0.0006000063,0.0005199022,0.0006309703,0.0002150335,0.0002845226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000905,"about_ca_system_score_gemma":0.0005078026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1326495,"about_ca_topic_score_gemma":0.201336,"domain_scores_codex":[0.9997775,0.00004727886,0.000008670147,0.00006840893,0.00004614349,0.0000520243],"domain_scores_gemma":[0.9995425,0.00009651405,0.00007096852,0.00004828647,0.0001360925,0.0001056339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002312274,0.0002389448,0.5385627,0.0002537514,0.0002919299,0.003786759,0.02896003,0.002415147,0.3712254,0.002687106,0.0007961545,0.04846973],"study_design_scores_gemma":[0.00001192515,0.0001303487,0.9877144,0.00001411231,0.000119754,0.0002647261,0.004970619,0.002143722,0.003473543,0.0003076881,0.0008227589,0.00002639913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960424,0.000137609,0.0003142885,0.00008249262,0.000005280331,0.000006734987,0.00005462751,0.000005805462,0.00335088],"genre_scores_gemma":[0.9992366,0.00005474784,0.0001193894,0.00002110146,0.000003196961,0.000003239147,0.00002466624,0.000003386339,0.0005337205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1326495,"threshold_uncertainty_score":0.2637547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.150326522385381,"score_gpt":0.5104521947763135,"score_spread":0.3601256723909325,"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."}}