{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004098957,0.0000903792,0.0001324898,0.00005656127,0.0003445932,0.00007901058,0.0000316247,0.00002344183,0.000003290515],"category_scores_gemma":[0.0006006377,0.00005336295,0.00001545179,0.00003252432,0.00009952029,0.00006187014,0.00003116126,0.0002677483,6.481567e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006766991,"about_ca_system_score_gemma":0.000001483093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001598648,"about_ca_topic_score_gemma":0.00006572109,"domain_scores_codex":[0.9993256,0.0002536258,0.0001163873,0.0001264296,0.00008957749,0.00008839661],"domain_scores_gemma":[0.9989946,0.0008224536,0.00006187813,0.00007686052,0.00003271145,0.00001150264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002883212,0.00005875793,0.02686864,0.0001659145,0.00007133244,0.000004798816,0.9374475,0.00002508785,0.00003198488,0.02622579,0.0001719668,0.008899339],"study_design_scores_gemma":[0.005556659,0.004473171,0.4067427,0.002057144,0.0002293536,0.000007078877,0.4999311,0.001030797,0.00006952892,0.003706819,0.07545475,0.0007409428],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846013,0.009081509,0.000006899538,0.00005102271,0.0002238521,0.0001653885,4.958126e-7,0.00002154881,0.005848017],"genre_scores_gemma":[0.9973009,0.0001065254,0.000006759351,0.00006409388,0.0002131613,0.00001110954,0.000004194532,0.000006700211,0.002286526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4375165,"threshold_uncertainty_score":0.2650367,"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."}}