{"id":"W7005735865","doi":"","title":"The role of job candidate’s accent, ethnicity, and vocal competence on social evaluations in a hiring context","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre for Research on Brain, Language and Music; Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Competence (human resources); Context (archaeology); Job interview; Social competence; Job analysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002555535,0.0002454619,0.0003851075,0.0005030876,0.00174255,0.002632708,0.000493978,0.0005775961,0.007082834],"category_scores_gemma":[0.009525535,0.000217825,0.0002772715,0.0004453147,0.001112137,0.0006767046,0.001704833,0.001270719,0.000978337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007170133,"about_ca_system_score_gemma":0.0007458594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01369128,"about_ca_topic_score_gemma":0.03690206,"domain_scores_codex":[0.9983889,0.0008939599,0.00003833441,0.0001797813,0.0001902869,0.0003087446],"domain_scores_gemma":[0.9897596,0.0052272,0.00144461,0.0003467451,0.0008850719,0.002336891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009868196,0.0008082818,0.9504368,0.00003781448,0.0001240695,0.0006140745,0.02108964,0.0002528877,0.00420616,0.001418174,0.001392818,0.01863247],"study_design_scores_gemma":[0.000005895083,0.00008279707,0.9915478,0.00001429596,0.00001860456,0.0000340417,0.007588722,0.0001712703,0.0001333342,0.0001448494,0.0002505174,0.000008108716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949994,0.00005218733,0.00003900715,0.0002034158,0.000007046398,0.000002691814,0.00002138213,0.000001015519,0.004673958],"genre_scores_gemma":[0.9990873,0.00002487349,0.00003065391,0.00003016465,0.000005284767,0.00000319835,0.0000237922,0.000003555382,0.0007911763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01369128,"threshold_uncertainty_score":0.02722317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04615795286573863,"score_gpt":0.3512358443282294,"score_spread":0.3050778914624907,"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."}}