{"id":"W4402962712","doi":"10.5539/elt.v17n10p96","title":"The Challenges of Effective English Language Teaching in Saudi Schools","year":2024,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Teaching method; Language education; Linguistics; Language assessment; Pedagogy","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":[0.003804541,0.000265989,0.0002605387,0.0007278617,0.005522185,0.004796018,0.0006638122,0.001279765,0.001951039],"category_scores_gemma":[0.006664665,0.0003063841,0.0001914023,0.0006214444,0.002465661,0.001929712,0.003467783,0.001018352,0.0003722619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004460568,"about_ca_system_score_gemma":0.009526359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04794997,"about_ca_topic_score_gemma":0.07323813,"domain_scores_codex":[0.9957227,0.0019831,0.000352314,0.0001656205,0.0008687306,0.0009075105],"domain_scores_gemma":[0.9927215,0.001468216,0.001575546,0.0001998956,0.001941497,0.002093277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002418982,0.0004482048,0.2734077,0.001116374,0.0000594993,0.00480358,0.5340171,0.0009811277,0.005913195,0.01438909,0.00899612,0.1556261],"study_design_scores_gemma":[0.00002066057,0.0001652968,0.1224534,0.0005586157,0.00003313738,0.001145195,0.8299195,0.0007135467,0.001382207,0.002159226,0.04139377,0.00005539474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840586,0.001537875,0.0002130877,0.008143848,0.00003908826,0.00001679632,0.00001718535,0.00001114622,0.005962463],"genre_scores_gemma":[0.9979826,0.0005508784,0.0003003478,0.0003679608,0.000007429546,0.000007476493,0.000006383004,0.000002930474,0.000773993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04794997,"threshold_uncertainty_score":0.09534174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008866802379084932,"score_gpt":0.2993451517516212,"score_spread":0.2904783493725363,"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."}}