{"id":"W2791628575","doi":"10.3968/10111","title":"English Stories Teaching and Learners’ Attitude Towards English","year":2017,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Positive attitude; Teaching english; Mathematics education; Cognition; Pedagogy; Social psychology","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":[0.001318982,0.0001879561,0.0002096105,0.0006107646,0.001034084,0.001750429,0.0002631422,0.0005805411,0.002925401],"category_scores_gemma":[0.003668607,0.0001399719,0.000226192,0.0002213991,0.001118617,0.0007514811,0.0007927237,0.000670155,0.0002839307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004580757,"about_ca_system_score_gemma":0.0003072895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545018,"about_ca_topic_score_gemma":0.002122445,"domain_scores_codex":[0.9991081,0.0004180216,0.00004973476,0.00006354824,0.0002196406,0.0001408795],"domain_scores_gemma":[0.996936,0.001687779,0.0006129834,0.00006633086,0.0002559482,0.0004409826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001763118,0.002543971,0.3807915,0.0002806936,0.0000510498,0.006870721,0.5589598,0.0001556991,0.0101285,0.001453942,0.0002801785,0.03830776],"study_design_scores_gemma":[0.0000220776,0.001277277,0.3118147,0.0001707647,0.00009759777,0.004173894,0.6693063,0.0002917396,0.004461611,0.0006001069,0.007732355,0.00005156247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981797,0.00007182709,0.0000613914,0.00004239921,0.00000252998,0.000005291525,0.000002295402,0.000001006613,0.001633691],"genre_scores_gemma":[0.9990091,0.0001104891,0.00007244478,0.00001533236,0.000002781659,0.000005488401,0.000003349394,6.345716e-7,0.0007803664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002925401,"threshold_uncertainty_score":0.009786427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265612962733457,"score_gpt":0.3234110970595048,"score_spread":0.2907549674321702,"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."}}