{"id":"W4397005698","doi":"10.5430/wjel.v14n5p182","title":"Exploring Diverse Teaching Models for Enhancing Nursing Students' English Language Proficiency: A Blended Learning Perspective","year":2024,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Computer science; Mathematics education; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004792778,0.0002088932,0.0003215248,0.000611943,0.0008702768,0.0008675822,0.0005635403,0.00006479832,0.0001420139],"category_scores_gemma":[0.01105196,0.0002048793,0.0002463203,0.0006868683,0.0001240819,0.003551116,0.00005524099,0.00147203,0.000007479946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009734405,"about_ca_system_score_gemma":0.0006453435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004172673,"about_ca_topic_score_gemma":0.0005678239,"domain_scores_codex":[0.9969268,0.0007037452,0.0004990831,0.0003502526,0.000973305,0.0005468578],"domain_scores_gemma":[0.9969445,0.001359094,0.000423213,0.0001553151,0.0008957766,0.000222075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003945042,0.0001582217,0.0003244323,0.00004373931,0.00009874279,0.00006294083,0.9711943,0.001736283,0.0003769319,0.0170571,0.0003479816,0.008559908],"study_design_scores_gemma":[0.0003632553,0.00009199269,0.00007103971,0.001009566,0.0001529309,0.000003123628,0.9554575,0.0002021727,0.0003136116,0.0001908913,0.04190008,0.0002438527],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247235,0.005669212,0.003202067,0.0008597362,0.00793403,0.0004901181,0.000005029771,0.0004344333,0.05668187],"genre_scores_gemma":[0.9845554,0.00009026635,0.002902062,0.0000366248,0.006369149,0.00002748694,0.000002335549,0.00005368637,0.005962971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05983191,"threshold_uncertainty_score":0.9972784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04575411634109668,"score_gpt":0.3907974149222201,"score_spread":0.3450432985811235,"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."}}