{"id":"W4395694236","doi":"10.5430/wjel.v14n3p529","title":"Enhancement of Learners’ Attentiveness in ESL Classroom with CGW Using Web 2.0 Tools: An Intervention Study","year":2024,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Intervention (counseling); Web application; World Wide Web; Psychology","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":[0.001226815,0.0007690434,0.001177617,0.000825676,0.0008951344,0.00069536,0.0009127046,0.001301653,0.003215335],"category_scores_gemma":[0.002147241,0.0003228031,0.001077416,0.000366624,0.0003861383,0.0006088043,0.001184862,0.001645645,0.0003727025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003762975,"about_ca_system_score_gemma":0.001147335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000855687,"about_ca_topic_score_gemma":0.001044637,"domain_scores_codex":[0.9992942,0.000223641,0.00005448966,0.0001354962,0.0001154017,0.0001768007],"domain_scores_gemma":[0.9989157,0.000401419,0.0000992378,0.000068299,0.0001327307,0.0003826489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01595663,0.5125847,0.009373702,0.004460893,0.0002763995,0.001743763,0.01985473,0.0008962905,0.03419846,0.00103535,0.002209841,0.3974093],"study_design_scores_gemma":[0.02901853,0.663406,0.1946531,0.001864995,0.001803189,0.0009491877,0.02627599,0.005460584,0.04315821,0.001720006,0.0314085,0.000281756],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962063,0.0002030383,0.0005460326,0.0001106089,0.0000682979,0.001559717,0.00002743528,0.00003690986,0.001241655],"genre_scores_gemma":[0.9796491,0.0006655382,0.008883251,0.0002625365,0.0001017835,0.006043443,0.00007423394,0.00001210274,0.004307908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003215335,"threshold_uncertainty_score":0.01075637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04907363865890404,"score_gpt":0.3979912887481993,"score_spread":0.3489176500892953,"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."}}