{"id":"W2372071473","doi":"","title":"ESL Teaching in English-Speaking Countries and Its Enlightenment to EFL Teaching in Chinese Universities","year":2012,"lang":"en","type":"article","venue":"Journal of Shenyang Institute of Engineering","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enlightenment; Strengths and weaknesses; Mathematics education; Atmosphere (unit); Psychology; Pedagogy; Sociology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144045,0.000169718,0.0003381445,0.000710689,0.0001139035,0.00008251316,0.0001470049,0.0000443274,0.00003357893],"category_scores_gemma":[0.0002521326,0.0001469327,0.00005970214,0.00004669415,0.00002580198,0.001473764,0.00006342981,0.0007324874,8.948938e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737168,"about_ca_system_score_gemma":0.0000250374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003298134,"about_ca_topic_score_gemma":0.0004608829,"domain_scores_codex":[0.998939,0.00004436556,0.0004297982,0.000092348,0.0002075178,0.0002869401],"domain_scores_gemma":[0.9995155,0.0001174003,0.0001632903,0.00007326104,0.00003353141,0.00009697281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004920618,0.0001086894,0.01809019,0.0002891767,0.00008576662,0.000118709,0.8898596,0.02122983,0.001360981,0.06381558,0.00003096361,0.004961336],"study_design_scores_gemma":[0.004977252,0.0005841191,0.04690569,0.00895551,0.0001735019,0.0003254949,0.3170777,0.008541231,0.0008425793,0.00004183586,0.6097465,0.001828566],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890872,0.002061203,0.0001176212,0.00007086734,0.001161329,0.00006594455,0.000002841272,0.00002567061,0.007407294],"genre_scores_gemma":[0.997821,0.00001978062,0.001075261,0.00006506478,0.0008799052,9.546242e-7,0.000001366586,0.00001889534,0.0001177964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6097155,"threshold_uncertainty_score":0.5991741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009026174217032666,"score_gpt":0.2212501214216694,"score_spread":0.2122239472046367,"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."}}