{"id":"W3194243547","doi":"10.1093/applin/amaa051","title":"Breaking Intangible Barriers in English-as-an-Additional-Language Job Interviews: Evidence from Interview Training and Ratings","year":2020,"lang":"en","type":"article","venue":"Applied Linguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Camosun College","funders":"","keywords":"Interview; Psychology; Job interview; Semi-structured interview; Social psychology; Disadvantage; Applied psychology; Session (web analytics); Pragmatics; Control (management); Medical education; Qualitative research; Pedagogy; Linguistics","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":[0.1208172,0.0006568995,0.00074522,0.001933775,0.002676527,0.002555184,0.002409371,0.001155366,0.001658023],"category_scores_gemma":[0.2952915,0.0007125495,0.0005058851,0.001334632,0.004157912,0.001936773,0.005094467,0.001401667,0.0006208012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895424,"about_ca_system_score_gemma":0.002279184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003245174,"about_ca_topic_score_gemma":0.005599818,"domain_scores_codex":[0.7913226,0.182072,0.007104384,0.003469656,0.01288517,0.00314616],"domain_scores_gemma":[0.4075117,0.49653,0.04073596,0.01283198,0.03790144,0.004489056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002859613,0.00102832,0.1883674,0.002858993,0.0001832796,0.000498539,0.7143477,0.0004392468,0.006383946,0.0005355476,0.0006209127,0.08187651],"study_design_scores_gemma":[0.0003355931,0.005650521,0.3417173,0.002908689,0.0002379639,0.0009714386,0.6113291,0.002927658,0.0177014,0.001194479,0.01476022,0.0002656218],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903327,0.0005078218,0.003815387,0.0001779024,0.00003763932,0.0005719922,0.00006711183,0.0000213028,0.004468118],"genre_scores_gemma":[0.9948354,0.0003712225,0.003395302,0.00009240362,0.00002620845,0.0006311237,0.00008567064,0.00001370858,0.0005490131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1208172,"threshold_uncertainty_score":0.63895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09218323900273824,"score_gpt":0.3110552145402141,"score_spread":0.2188719755374758,"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."}}