{"id":"W4399579562","doi":"10.1353/lan.2024.a930312","title":"What I say, or how I say it? Ethnic accents and hiring evaluations in the Greater Toronto Area: Supplemental Material","year":2024,"lang":"en","type":"article","venue":"Language","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ethnic group; Psychology; Sociology; Linguistics; Anthropology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008710718,0.0005845727,0.0003311896,0.003718054,0.001731791,0.001138354,0.000934634,0.0003363153,0.2448254],"category_scores_gemma":[0.01353086,0.0002786054,0.0002710717,0.006161854,0.0002582584,0.0006894302,0.0007888325,0.0004847633,0.01834809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006565891,"about_ca_system_score_gemma":0.008186454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8458855,"about_ca_topic_score_gemma":0.9329018,"domain_scores_codex":[0.9993716,0.00008325395,0.00005742498,0.00006017019,0.0003005757,0.0001270436],"domain_scores_gemma":[0.988777,0.003072002,0.0007845577,0.0003805022,0.006169044,0.0008169367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007254184,0.0001402049,0.08420828,0.0004922499,0.00002532368,0.00008214221,0.002802804,0.0002454244,0.0001283311,0.0007044631,0.8827362,0.02836191],"study_design_scores_gemma":[0.00003095273,0.00005439335,0.8772355,0.0004393493,0.00003698877,0.00007519266,0.007227895,0.000389032,0.000319359,0.0004590226,0.1136842,0.0000479655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.05220803,0.0002047448,0.0003538895,0.0007224736,0.00008488996,0.000245933,0.916141,0.0002086616,0.02983043],"genre_scores_gemma":[0.2466071,0.001039331,0.003601243,0.0002409506,0.0001089099,0.00111544,0.6522349,0.0002600019,0.09479211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2448254,"threshold_uncertainty_score":0.8190227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04380587846361966,"score_gpt":0.3533915512919954,"score_spread":0.3095856728283757,"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."}}