{"id":"W2996494005","doi":"10.5539/elt.v13n1p73","title":"A Comparative Study between Monolingual and Bilingual Teaching Methodologies of English in a Health Sciences University in the United Arab Emirates","year":2019,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Psychology; Mathematics education; Teaching method; Medical education; Pedagogy; Medicine","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":[0.002426815,0.0002709517,0.0003783373,0.001313428,0.001978072,0.001102942,0.0002955322,0.0003398957,0.002248829],"category_scores_gemma":[0.002973324,0.0002371066,0.0002697892,0.0008272838,0.0006452629,0.0006743994,0.000710124,0.0003625073,0.0002856928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112103,"about_ca_system_score_gemma":0.001935445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006058719,"about_ca_topic_score_gemma":0.02377051,"domain_scores_codex":[0.9987466,0.0005516459,0.0000908095,0.00008942295,0.0002449281,0.0002765312],"domain_scores_gemma":[0.9978539,0.0005980103,0.0003420873,0.00004310428,0.0005726141,0.000590154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001592663,0.008457618,0.4037841,0.001390055,0.0001557659,0.004903971,0.438399,0.0001673281,0.01996359,0.0009784483,0.0009168969,0.1192905],"study_design_scores_gemma":[0.00007647583,0.006348367,0.5341217,0.0002660687,0.00008929519,0.001301085,0.4475757,0.0001413337,0.002026275,0.00007479879,0.007941656,0.00003723482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990345,0.0001713921,0.0000252688,0.00003066533,0.000004566875,0.00001081359,0.000004365637,5.342221e-7,0.00071788],"genre_scores_gemma":[0.9980472,0.000555526,0.0001972166,0.00009303069,0.00001085875,0.00002437427,0.00001555779,0.000001822834,0.001054482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006058719,"threshold_uncertainty_score":0.01283437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09371597702341132,"score_gpt":0.3575265052347364,"score_spread":0.2638105282113251,"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."}}