{"id":"W1788362611","doi":"","title":"The Entwined Effects of Attitude, Motivation and Gender on EFL Learning: A Correlation Study","year":2014,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Personality; Aptitude; Foreign language; Correlation; Positive correlation; Social psychology; Second language; Developmental psychology; Mathematics education; Linguistics","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":[0.003872537,0.00026562,0.0003850548,0.0009000684,0.0007527894,0.0008772216,0.0003431335,0.0004137158,0.004245506],"category_scores_gemma":[0.008823407,0.0002846764,0.0005691259,0.0008856711,0.0009040078,0.0005290146,0.0009390041,0.0009131038,0.0005691053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003527016,"about_ca_system_score_gemma":0.0009029472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001758658,"about_ca_topic_score_gemma":0.002457092,"domain_scores_codex":[0.9974719,0.001321939,0.0001509255,0.000294954,0.0005154461,0.0002448181],"domain_scores_gemma":[0.982751,0.01139128,0.002054484,0.0009718642,0.001190168,0.001641248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002712611,0.0003205645,0.9896449,0.00002156214,0.0001041401,0.0000792119,0.002360709,0.00006115175,0.0005440597,0.0002221419,0.000078981,0.006291437],"study_design_scores_gemma":[0.00001157952,0.0007424509,0.9951209,0.00002042524,0.00008911931,0.0001791074,0.002523991,0.0003683533,0.000353402,0.0001446862,0.0004334612,0.00001236255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983747,0.00007612151,0.0002327799,0.00002741216,0.000007330359,0.00001912942,0.00004426805,0.000002283877,0.001215904],"genre_scores_gemma":[0.999198,0.00003736077,0.0001972799,0.00001328717,0.000004263763,0.00002164336,0.00003294555,0.000002397237,0.0004927938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004245506,"threshold_uncertainty_score":0.02048022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200887121954138,"score_gpt":0.2891291927804791,"score_spread":0.2671203215609377,"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."}}