{"id":"W2797743543","doi":"10.3968/10112","title":"A Case Study of the Effects of English Stories Teaching on Learners’ English Proficiency","year":2017,"lang":"en","type":"article","venue":"Higher education of social science","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; English as a foreign language; Psychology; English language; Pedagogy; Autonomous learning","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":[0.00374959,0.000453946,0.000374312,0.000848603,0.005646391,0.00162835,0.001423641,0.002050642,0.004086391],"category_scores_gemma":[0.006982025,0.0003297903,0.0004999414,0.000722111,0.002460156,0.002155903,0.002367995,0.001483093,0.0003873297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00186808,"about_ca_system_score_gemma":0.001511256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003162254,"about_ca_topic_score_gemma":0.009802885,"domain_scores_codex":[0.9962291,0.002652179,0.0001285703,0.0002029317,0.0003566483,0.0004305513],"domain_scores_gemma":[0.9921505,0.005585268,0.0006048183,0.0003243872,0.000407626,0.0009273377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000388327,0.00292398,0.03353009,0.0007408094,0.00004429781,0.07178266,0.8059176,0.0009744448,0.008148409,0.007846405,0.002180407,0.06552257],"study_design_scores_gemma":[0.00009898458,0.002386691,0.02621347,0.0004998957,0.00008617392,0.02308394,0.8942113,0.001436203,0.008233539,0.001520294,0.04214925,0.00008017827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889851,0.0003102368,0.00157242,0.0005962869,0.00002378553,0.0001838955,0.0000334194,0.00001448826,0.008280321],"genre_scores_gemma":[0.9934424,0.0004487848,0.002437521,0.00008423431,0.00001172879,0.0001128306,0.00001830093,0.00000757212,0.003436635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005646391,"threshold_uncertainty_score":0.01982999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421112504803771,"score_gpt":0.3250559670842245,"score_spread":0.2908448420361868,"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."}}