{"id":"W4366828612","doi":"10.5430/wjel.v13n5p468","title":"Flipped Classroom: An Effective Methodology to Improve Writing Skills of EFL Students","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Najran University","keywords":"Flipped classroom; Sentence; Mathematics education; Context (archaeology); Computer science; Test (biology); English as a foreign language; Sample (material); Foreign language; Psychology; Natural language processing; Chemistry","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":[0.002884044,0.0008747523,0.0007917005,0.0009697237,0.000972347,0.0006322303,0.001431938,0.0005473731,0.003366938],"category_scores_gemma":[0.005013359,0.0003036298,0.000439046,0.000277591,0.0008867088,0.0009111558,0.00127018,0.0006929015,0.0006647428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003157679,"about_ca_system_score_gemma":0.001315839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002879949,"about_ca_topic_score_gemma":0.0007154567,"domain_scores_codex":[0.9980605,0.0008149416,0.0001235509,0.0004578965,0.0004146949,0.0001285231],"domain_scores_gemma":[0.9973658,0.0009295144,0.0003973359,0.0004905864,0.0004488032,0.0003679996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001964847,0.0418584,0.01312645,0.00208837,0.0001013955,0.001161042,0.01199868,0.001319935,0.1638358,0.001596017,0.002627352,0.7583217],"study_design_scores_gemma":[0.007704965,0.2518148,0.201064,0.002532616,0.001183644,0.008563962,0.03061442,0.01085642,0.3606745,0.01252145,0.111809,0.0006603312],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9091967,0.0006077031,0.08024849,0.0003655633,0.0002721534,0.005679821,0.0001491181,0.0003753937,0.003105012],"genre_scores_gemma":[0.7428611,0.0007570335,0.2434089,0.0003503147,0.0001063126,0.006832108,0.0002070619,0.00005760154,0.005419541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003366938,"threshold_uncertainty_score":0.01525247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670254430744976,"score_gpt":0.4359082289619941,"score_spread":0.3992056846545444,"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."}}