{"id":"W4308388540","doi":"10.5539/ells.v12n4p44","title":"Evaluating the Benefits of Literary Texts in EFL Coursebooks Based on Littlewood’s Perspectives","year":2022,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; English as a foreign language; Linguistics; Set (abstract data type); Literature; Literary science; Literary criticism; Psychology; Sociology; Art; Philosophy; Computer science; Theology","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":[0.006192236,0.0004072822,0.0003352686,0.004526693,0.002398157,0.005498589,0.0007496975,0.0005167205,0.003927503],"category_scores_gemma":[0.0234044,0.0001863267,0.0001771926,0.002724793,0.003448506,0.003154077,0.003730237,0.0008856031,0.0003959904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002336298,"about_ca_system_score_gemma":0.001047484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204302,"about_ca_topic_score_gemma":0.004056148,"domain_scores_codex":[0.996108,0.002231204,0.0001716013,0.0002496534,0.001011814,0.0002277319],"domain_scores_gemma":[0.9638969,0.02753147,0.002585832,0.0008242346,0.003872406,0.001289067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007301623,0.0008664907,0.07946407,0.0008890284,0.0000421581,0.002087951,0.7274417,0.0003021945,0.01543815,0.009532848,0.001655608,0.1615495],"study_design_scores_gemma":[0.00005454054,0.001093714,0.1919942,0.0006171993,0.00008977906,0.0006513349,0.752837,0.0005772848,0.007123754,0.002382328,0.04253604,0.0000427174],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842627,0.0001969194,0.0003050329,0.0002686876,0.00001328616,0.00003690414,0.00001978251,0.000009871074,0.0148869],"genre_scores_gemma":[0.9961837,0.0002449561,0.0007913676,0.00004643874,0.00001452233,0.00003356284,0.00002974978,0.0000127656,0.002642982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006192236,"threshold_uncertainty_score":0.03274804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383191425999722,"score_gpt":0.3564305163484813,"score_spread":0.3325986020884841,"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."}}