{"id":"W4220684855","doi":"10.5430/wjel.v12n1p313","title":"How Do EFL Learners Interact and Learn English Communication Skills during a Role-Play Strategy?","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; English as a foreign language; Psychology; Test (biology); Foreign language; Sample (material); Control (management); English language; Communication skills; Medical education; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001126261,0.000361562,0.0003951167,0.0005852727,0.0004505219,0.001724023,0.0004704433,0.0008607419,0.00163602],"category_scores_gemma":[0.005246593,0.0001544385,0.0002284805,0.0001778684,0.0004596574,0.001231923,0.000491399,0.0004175137,0.000787053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537731,"about_ca_system_score_gemma":0.0003465133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006610511,"about_ca_topic_score_gemma":0.001202623,"domain_scores_codex":[0.9993659,0.0002431036,0.00002935253,0.00009737522,0.0001570985,0.000107249],"domain_scores_gemma":[0.9981067,0.0008198296,0.0004518169,0.00006402604,0.0002061227,0.0003515307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007892477,0.01002656,0.5266522,0.0008390208,0.0001631368,0.002242767,0.1076334,0.0002869212,0.03614569,0.000869468,0.00175017,0.3126014],"study_design_scores_gemma":[0.0002008585,0.00555132,0.7669221,0.0004187114,0.0002232199,0.003859678,0.1887897,0.001403552,0.009644332,0.001563786,0.02132234,0.000100467],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978331,0.0002685809,0.0002477884,0.0001311592,0.000008450358,0.00002110051,0.00001646403,0.0000058032,0.001467456],"genre_scores_gemma":[0.995122,0.0006253669,0.001057468,0.0001837844,0.00001360472,0.00007495902,0.00005885537,0.000005070305,0.002858781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001724023,"threshold_uncertainty_score":0.005956292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008466676979811296,"score_gpt":0.2301235869879966,"score_spread":0.2216569100081853,"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."}}