{"id":"W2803740303","doi":"10.5539/elt.v11n6p115","title":"Exploring EFL Learners’ Self-Efficacy in Academic Writing Based on Process-Genre Approach","year":2018,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"Psychology; Self-efficacy; Academic writing; Writing process; Mathematics education; Graduate students; Process (computing); Pedagogy; Computer science","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002307321,0.0003301837,0.0003167251,0.0004167094,0.0008912002,0.0002960315,0.0003834035,0.0001136917,0.0002371602],"category_scores_gemma":[0.001460236,0.0003110562,0.000103594,0.0001083016,0.0001044647,0.0007051098,0.00006148692,0.003183973,0.00007231474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122413,"about_ca_system_score_gemma":0.00004346756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002412853,"about_ca_topic_score_gemma":0.00004607908,"domain_scores_codex":[0.9974005,0.0005189259,0.000426679,0.0005779119,0.0004187747,0.0006572005],"domain_scores_gemma":[0.9989817,0.0003833245,0.0001604307,0.0003128586,0.00004627545,0.0001154479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002376199,0.0004152413,0.001193005,0.0001003918,0.00001684971,0.00002197962,0.9725702,0.001317009,0.00006856291,0.003330211,0.00005510803,0.02088771],"study_design_scores_gemma":[0.001729542,0.0003819755,0.000477425,0.0009264348,0.00004257043,0.000003771516,0.9555073,0.02559505,0.0003362598,0.00002340662,0.0140329,0.0009433328],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7988059,0.000105656,0.00008343802,0.00005046716,0.0003792367,0.0001857226,0.000002316407,0.0009497523,0.1994375],"genre_scores_gemma":[0.9924134,0.000002900952,0.0007529131,0.0003776333,0.005441454,0.00005593952,0.00003639883,0.00009978767,0.0008195883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1986179,"threshold_uncertainty_score":0.9999341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07572461809233218,"score_gpt":0.2988747977586618,"score_spread":0.2231501796663297,"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."}}