{"id":"W2605015945","doi":"10.5539/elt.v10n6p1","title":"Decoding the Myths of the Native and Non-Native English Speakers Teachers (NESTs & NNESTs) on Saudi EFL Tertiary Students","year":2017,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; First language; Mathematics education; Stress (linguistics); Competence (human resources); Pedagogy; Linguistics; Social psychology","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":[0.006624672,0.0006172021,0.0005089663,0.001054618,0.004612387,0.004639086,0.0008748602,0.001399659,0.001069859],"category_scores_gemma":[0.01138723,0.0004011017,0.0004631291,0.0004583048,0.007824401,0.00242404,0.004582209,0.002833846,0.0003505231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003221069,"about_ca_system_score_gemma":0.002847217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01172425,"about_ca_topic_score_gemma":0.01514087,"domain_scores_codex":[0.9956073,0.002044501,0.0002502758,0.0002176884,0.0012804,0.0005997463],"domain_scores_gemma":[0.9880839,0.004836308,0.002864228,0.0003818049,0.002447123,0.001386516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008315824,0.0001252745,0.04700291,0.0001304589,0.00001615744,0.0006372858,0.937148,0.00004651059,0.001833343,0.001285836,0.0006666015,0.01102431],"study_design_scores_gemma":[0.000004692223,0.0001001738,0.02910024,0.0001877106,0.0000155807,0.0002770236,0.964659,0.0001224073,0.0008096138,0.0003649734,0.004335448,0.00002317965],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960679,0.0004125363,0.00008951815,0.001555282,0.00003797822,0.000007980508,0.000006638554,0.00000242851,0.00181973],"genre_scores_gemma":[0.998374,0.0004907443,0.00008450839,0.000374115,0.00001249279,0.00001163316,0.000008020059,0.000003006473,0.0006415246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172425,"threshold_uncertainty_score":0.03503501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713271177325366,"score_gpt":0.2899851551563285,"score_spread":0.2728524433830748,"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."}}