{"id":"W7162026058","doi":"10.82308/55385","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":"","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Sociolinguistics; Perception; Competence (human resources)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003504141,0.0003549043,0.00036121,0.0006216345,0.002153391,0.00380043,0.0004368821,0.0006010248,0.007093788],"category_scores_gemma":[0.007483765,0.0001817956,0.0003528925,0.00040291,0.001416327,0.000920818,0.00182661,0.0008781365,0.0006804609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000887213,"about_ca_system_score_gemma":0.0009486325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142197,"about_ca_topic_score_gemma":0.02978262,"domain_scores_codex":[0.997698,0.001278248,0.00008060378,0.000215497,0.0003532278,0.0003744185],"domain_scores_gemma":[0.9914658,0.003989954,0.001539941,0.0002724897,0.0006871596,0.002044614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004428673,0.0005518449,0.9287985,0.00008104338,0.0001075271,0.0005525234,0.05128711,0.0001777605,0.002079735,0.0008726664,0.0004210339,0.01462736],"study_design_scores_gemma":[0.00000643367,0.0001552143,0.9585488,0.00002952384,0.0000266417,0.00004738594,0.04010254,0.0002129355,0.0001765331,0.0001718656,0.0005066865,0.00001542769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966208,0.00006330358,0.00007274534,0.00009334051,0.000009033583,0.000004913381,0.00001122562,0.000001110239,0.003123491],"genre_scores_gemma":[0.9991354,0.00003547906,0.00003544231,0.00002307168,0.000006288424,0.000005483983,0.00001237928,0.000001831803,0.000744509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01142197,"threshold_uncertainty_score":0.02373105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0601494903398901,"score_gpt":0.4131462134777645,"score_spread":0.3529967231378744,"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."}}