{"id":"W4411048337","doi":"10.5539/elt.v18n7p1","title":"Developing Students’ 21st-century Skills: Are EFL Teachers in Cyprus Up for the Task?","year":2025,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Task (project management); Pedagogy; Teaching method","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":[0.001271133,0.000156793,0.0002588876,0.0007255363,0.002204542,0.001919194,0.000345019,0.0005335583,0.0030455],"category_scores_gemma":[0.002353337,0.0002017415,0.000117989,0.0009461539,0.001272004,0.000991094,0.0009080349,0.0006460179,0.0005490904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648242,"about_ca_system_score_gemma":0.002756871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03928569,"about_ca_topic_score_gemma":0.0589953,"domain_scores_codex":[0.9993005,0.0001603695,0.00003998698,0.00008804189,0.000142438,0.0002685524],"domain_scores_gemma":[0.9972646,0.0005459076,0.001116868,0.00009401763,0.0003900953,0.0005884904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001280002,0.0002482506,0.7542002,0.0003055382,0.00001255663,0.001813592,0.1878721,0.0001332324,0.003365115,0.00109994,0.002261521,0.04855994],"study_design_scores_gemma":[0.000004212511,0.00007577846,0.8846247,0.0001039746,0.000006523785,0.0002460569,0.1106503,0.00008756769,0.0002971112,0.00006440956,0.003828776,0.00001052753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977101,0.000139798,0.00002319633,0.0004231699,0.000005249547,0.000004569755,0.00001858941,0.00000174433,0.001673668],"genre_scores_gemma":[0.9986241,0.0002490846,0.00003550513,0.0001556852,0.000004953261,0.000007323993,0.00001972353,0.000001667365,0.0009018963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03928569,"threshold_uncertainty_score":0.07811403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356398157413521,"score_gpt":0.2827207829202171,"score_spread":0.2691568013460819,"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."}}