{"id":"W2964837706","doi":"10.5539/elt.v12n9p13","title":"Digital-Native Trends in Teaching ESP to Engineering Students in Saudi Arabia","year":2019,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Teaching method; Mathematics education; English for specific purposes; English language; Psychology; Engineering education; Computer science; Pedagogy; Engineering; Engineering management; World Wide Web","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006051736,0.0003787533,0.0005267851,0.001576638,0.00008784727,0.0002017649,0.0006163414,0.0001836159,0.0003765278],"category_scores_gemma":[0.002867006,0.0003934477,0.00009756955,0.0007147856,0.00001647758,0.0004079072,0.0002177126,0.003520917,0.0001536615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345767,"about_ca_system_score_gemma":0.00001168565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005890267,"about_ca_topic_score_gemma":0.0000476371,"domain_scores_codex":[0.9961223,0.00138207,0.0005626643,0.0007460715,0.0004067457,0.0007801249],"domain_scores_gemma":[0.9984842,0.0006904806,0.0001354293,0.00055727,0.00002364185,0.0001089772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005315706,0.0002810158,0.2738154,0.00001490656,0.00004838585,0.0001275267,0.5320636,0.001880768,0.0009917564,0.002264589,0.0002222704,0.1882366],"study_design_scores_gemma":[0.00466953,0.000458319,0.8265209,0.0008312554,0.0000156688,0.00001930745,0.1271576,0.0008487266,0.0001206837,0.00004792416,0.03763129,0.001678795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8588372,0.0001265437,0.002018735,0.00006746149,0.001104852,0.000248051,0.0000079572,0.000316107,0.1372731],"genre_scores_gemma":[0.9798968,2.096445e-7,0.003937352,0.0002342043,0.0003711397,0.0000431193,0.00004006216,0.00009361589,0.01538347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5527055,"threshold_uncertainty_score":0.9998518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283840772316624,"score_gpt":0.3532307093963321,"score_spread":0.3403923016731659,"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."}}