{"id":"W3174013088","doi":"10.5430/wjel.v11n2p13","title":"Using Blended Approach for EFL Learning: A Step towards 21st Century Classrooms","year":2021,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blended learning; Globe; Mathematics education; Context (archaeology); Class (philosophy); English as a foreign language; Language acquisition; Computer science; Psychology; Educational technology; Artificial intelligence","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":[0.00214931,0.0002976816,0.0003808253,0.0008447603,0.001328922,0.006538837,0.00127248,0.001355411,0.005622707],"category_scores_gemma":[0.003212831,0.0001472625,0.0004254954,0.0008055976,0.0009324108,0.004172223,0.00456741,0.00166263,0.002299192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112666,"about_ca_system_score_gemma":0.003583506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006528131,"about_ca_topic_score_gemma":0.001105161,"domain_scores_codex":[0.9978398,0.0009774022,0.0001163742,0.0001526576,0.0007173996,0.0001963575],"domain_scores_gemma":[0.997559,0.0005746001,0.0002422135,0.0002158237,0.0005420026,0.0008663036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000094973,0.001758343,0.008554339,0.0009487867,0.00002384391,0.0007094461,0.02044903,0.0003986142,0.008220573,0.0231663,0.007494659,0.9281811],"study_design_scores_gemma":[0.0001276341,0.001717715,0.03243067,0.003984483,0.00004984542,0.004077568,0.06627519,0.004118553,0.0109566,0.07200636,0.8041213,0.0001341458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5066193,0.01616717,0.1940554,0.04305536,0.001313154,0.001701821,0.0001679717,0.001100197,0.2358197],"genre_scores_gemma":[0.7124941,0.01310297,0.219266,0.003692047,0.0003677697,0.0005964094,0.0001805482,0.0001420302,0.05015812],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006538837,"threshold_uncertainty_score":0.01880985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02737271678755848,"score_gpt":0.3214050038895475,"score_spread":0.294032287101989,"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."}}