{"id":"W4284664315","doi":"10.1177/2212585x221113380","title":"The use of play in English as a foreign language classrooms: Chinese teachers’ perspectives","year":2022,"lang":"en","type":"article","venue":"International Journal of Chinese Education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; Concordia University","funders":"","keywords":"Psychology; English as a foreign language; Face (sociological concept); Pedagogy; Foreign language; Mathematics education; Cognition; English language; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009206877,0.00008198289,0.000115412,0.0003108839,0.0002300973,0.000119551,0.0005329314,0.00002739824,0.0004161436],"category_scores_gemma":[0.003425375,0.00005925081,0.00009667067,0.0003799079,0.0000874023,0.0004855912,0.00005570556,0.0002937752,0.000002168678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004649059,"about_ca_system_score_gemma":0.002410205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190021,"about_ca_topic_score_gemma":0.0006136422,"domain_scores_codex":[0.9982264,0.0002895267,0.0004165706,0.00009648413,0.0008553653,0.00011566],"domain_scores_gemma":[0.9983481,0.0004387887,0.0004624428,0.00009393807,0.0005891864,0.00006758795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006271328,0.0004453304,0.2348071,9.008488e-7,0.00005938191,0.000002714654,0.7418527,0.0002307668,0.00004790832,0.009378616,0.001818222,0.01129371],"study_design_scores_gemma":[0.00048997,0.00006403826,0.4417213,0.00002740515,0.000006004234,0.00002413122,0.4687555,0.00001292597,0.00001013752,0.008069674,0.08070403,0.0001148682],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826395,0.0006649657,0.00001768158,0.005479591,0.003127046,0.0001301007,0.000004280882,0.000008500922,0.007928313],"genre_scores_gemma":[0.9962959,0.0001701604,0.0003548642,0.000242664,0.001061013,0.00001600675,0.00000788952,0.000007942394,0.001843574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2730972,"threshold_uncertainty_score":0.455648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242928312170899,"score_gpt":0.3355308779100484,"score_spread":0.3231015947883394,"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."}}