{"id":"W4415382369","doi":"10.5430/wjel.v16n2p203","title":"Implementation of Gamification as an Active Methodology to Enhance Motivation and Academic Performance in EFL Learners","year":2025,"lang":"","type":"article","venue":"World Journal of English Language","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Técnica Particular de Loja","keywords":"Motivation to learn; Sample (material); Intrinsic motivation; English as a foreign language; Foreign language; Public university; English language; Qualitative research; Quantitative research","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":[0.00337182,0.0004925254,0.0004111281,0.0009510213,0.0005577604,0.001536708,0.0006458246,0.0005332418,0.001462978],"category_scores_gemma":[0.00485703,0.0001795271,0.0004887918,0.0004162333,0.0007113818,0.001138967,0.00160629,0.000803085,0.0002849748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004122727,"about_ca_system_score_gemma":0.001167138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003134945,"about_ca_topic_score_gemma":0.0008081117,"domain_scores_codex":[0.9982836,0.001092755,0.00006273403,0.0001170295,0.0002540028,0.00019],"domain_scores_gemma":[0.997959,0.001165214,0.0002413722,0.0001359517,0.0001620145,0.0003364121],"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":[0.0009871527,0.0197685,0.04725514,0.002445005,0.0001490885,0.0008399152,0.03306565,0.002737574,0.01794013,0.009838074,0.002744012,0.8622298],"study_design_scores_gemma":[0.00274059,0.06703573,0.46455,0.006390695,0.001447364,0.004490026,0.09519551,0.04573502,0.06229949,0.05539853,0.1940354,0.0006814641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666421,0.0005004221,0.02042091,0.0008010396,0.00006651272,0.000973002,0.00003595052,0.0001865715,0.01037346],"genre_scores_gemma":[0.9383913,0.0005095343,0.0573259,0.0001216294,0.0000164077,0.0007730159,0.00003958398,0.00001460994,0.002808038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00337182,"threshold_uncertainty_score":0.0178321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010298761041143,"score_gpt":0.4386798686890364,"score_spread":0.3985768810786249,"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."}}