{"id":"W4205237400","doi":"10.5430/wjel.v12n1p92","title":"The Effectiveness of the Blended Learning in Enhancing EFL Learning and Collaboration","year":2021,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Majmaah University","keywords":"Enthusiasm; Openness to experience; Psychology; Blended learning; Face-to-face; Mathematics education; Perception; Computer science; Educational technology; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004369751,0.00006147672,0.0001662,0.00008057618,0.0003945859,0.00009482718,0.0001245485,0.00003777184,0.00002886763],"category_scores_gemma":[0.01163958,0.00004047455,0.00005891431,0.0008317886,0.00009156299,0.0001872875,0.00004637722,0.0006504831,2.575269e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006817684,"about_ca_system_score_gemma":0.0006079358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004648223,"about_ca_topic_score_gemma":0.007713412,"domain_scores_codex":[0.9969162,0.002262646,0.0002694529,0.00008069353,0.0003064548,0.0001645611],"domain_scores_gemma":[0.9974381,0.001662599,0.0003014297,0.00005903609,0.0005017356,0.00003714717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004711701,0.0002209481,0.3330576,0.0002713889,0.0001927279,0.0002423066,0.316901,0.008884789,0.08817727,0.01741089,0.0001082029,0.2340617],"study_design_scores_gemma":[0.001584515,0.0001356664,0.03015349,0.001345737,0.00006907694,0.000008473075,0.673835,0.00007131138,0.03944509,0.0003834425,0.2527509,0.0002173142],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824405,0.00309791,0.00001799162,0.0004412677,0.000499395,0.00007190819,2.641716e-7,0.000009452086,0.01342133],"genre_scores_gemma":[0.9975559,0.0002708674,0.0001631398,0.000008079272,0.0003786671,9.733191e-7,4.636177e-7,0.000007002348,0.001614877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.356934,"threshold_uncertainty_score":0.9966858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004514821607037137,"score_gpt":0.2841924601853189,"score_spread":0.2796776385782818,"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."}}