{"id":"W2939666820","doi":"10.5539/ijel.v9n3p211","title":"English Language Speaking Skill Issues in an EMP Context: Causes and Solutions","year":2019,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active listening; Context (archaeology); Inefficiency; Psychology; Language education; Reading (process); Medical education; Mathematics education; Pedagogy; Medicine; Linguistics; Communication","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":[0.0004601594,0.000107519,0.000188844,0.0002469421,0.00006481555,0.0003315186,0.0002298904,0.00004132951,0.000860833],"category_scores_gemma":[0.02026756,0.00009762922,0.00005453352,0.00001877396,0.00006413811,0.0002055057,0.0000474744,0.0004189383,0.000006282442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005326283,"about_ca_system_score_gemma":0.00003887899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006505087,"about_ca_topic_score_gemma":0.002913759,"domain_scores_codex":[0.9990235,0.00007111285,0.0003652241,0.0001146854,0.0002579022,0.0001676016],"domain_scores_gemma":[0.9951645,0.0002252943,0.0002346621,0.00009023795,0.004221547,0.00006379659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006626534,0.0002026017,0.03524172,0.0000246333,0.0001572179,0.0002153014,0.8285818,0.0003173258,0.00002422208,0.1276119,0.001158741,0.006398324],"study_design_scores_gemma":[0.001171707,0.0001911875,0.001911881,0.0002893622,0.00003326066,0.000005872849,0.23251,0.0002769596,0.00004885502,0.0003659162,0.7629516,0.0002434109],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431955,0.001217896,0.000006068392,0.00002017785,0.01319555,0.00004239015,0.00002332716,0.00003191502,0.04226713],"genre_scores_gemma":[0.9803126,0.00002879357,0.0001489673,0.0002227484,0.01856607,4.867609e-7,0.00001366986,0.00001763901,0.0006889694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7617928,"threshold_uncertainty_score":0.9879851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981316419091404,"score_gpt":0.2865801983866314,"score_spread":0.2667670341957173,"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."}}