{"id":"W7028238818","doi":"","title":"English Language Education in a Global World: Practices, Issues and Challenges","year":2015,"lang":"en","type":"book","venue":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"English language; Curriculum; English studies; Lingua franca; Field (mathematics); Language education; Affect (linguistics); Diversity (politics); Language assessment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009035022,0.0005121105,0.000703503,0.00138563,0.006811202,0.02825025,0.00211719,0.004539037,0.004289572],"category_scores_gemma":[0.006944801,0.0004527705,0.000461263,0.006148465,0.01513511,0.01941803,0.00893651,0.006885991,0.001611302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005426789,"about_ca_system_score_gemma":0.01354558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009962027,"about_ca_topic_score_gemma":0.0198862,"domain_scores_codex":[0.9909272,0.005268418,0.0003147862,0.0005471761,0.001848604,0.001093846],"domain_scores_gemma":[0.9935048,0.002971772,0.000512212,0.0004692279,0.0009378276,0.001604057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002038613,0.0001756989,0.005937952,0.001939229,0.00002665407,0.001729036,0.2426388,0.0003369509,0.0004467015,0.214552,0.1915918,0.3406047],"study_design_scores_gemma":[0.000009235664,0.00004076474,0.003778875,0.004112716,0.000009482403,0.0009002992,0.3097317,0.0001185452,0.0001096605,0.02960996,0.6515468,0.00003194548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03291585,0.1742143,0.002158796,0.5912423,0.003684875,0.00006050749,0.00008794246,0.0001943093,0.1954412],"genre_scores_gemma":[0.4785401,0.3597107,0.008433769,0.05679534,0.002265606,0.0002340373,0.0002544498,0.0003630384,0.09340297],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02825025,"threshold_uncertainty_score":0.0477823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475532745680325,"score_gpt":0.3199250411528574,"score_spread":0.2951697136960541,"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."}}