{"id":"W4307866176","doi":"10.5430/wjel.v12n7p141","title":"Interwoven Factors that Influence EFL Learning at Tertiary Level in the Saudi Context: A Case Study","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Language acquisition; Context (archaeology); Psychology; Second-language acquisition; Second language; Mathematics education; Qualitative research; Pedagogy; Linguistics; Sociology","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":[0.001839872,0.0003200709,0.0002555448,0.0008395936,0.005404742,0.002013046,0.0007883661,0.001089245,0.002349374],"category_scores_gemma":[0.002588522,0.0002139198,0.0002803403,0.0007974747,0.001949424,0.001197731,0.002062932,0.001126081,0.0002713028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003455881,"about_ca_system_score_gemma":0.002769922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01929425,"about_ca_topic_score_gemma":0.03973664,"domain_scores_codex":[0.9986362,0.0007313709,0.00006262711,0.00007447153,0.0001642219,0.0003312244],"domain_scores_gemma":[0.9980425,0.0008416859,0.0003085548,0.00005805384,0.0003151582,0.0004341487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009987314,0.0007721555,0.08180057,0.0003483194,0.00001686851,0.02868873,0.8469192,0.0002720619,0.003076139,0.003359261,0.001226343,0.03342043],"study_design_scores_gemma":[0.000005008405,0.0001466163,0.01878508,0.0001330174,0.00001405604,0.003740117,0.967623,0.0003533225,0.001057556,0.0002649341,0.007859759,0.00001751955],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974719,0.0001594338,0.0002160722,0.000448108,0.000006380637,0.00002124578,0.00001139323,0.000002291925,0.001663159],"genre_scores_gemma":[0.9980214,0.000355993,0.0002709593,0.0001083577,0.000004966538,0.00001075397,0.00000805017,0.000002621333,0.001216996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929425,"threshold_uncertainty_score":0.03836393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03615090625662996,"score_gpt":0.269616752912451,"score_spread":0.2334658466558211,"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."}}