{"id":"W4316467912","doi":"10.5539/ijel.v13n1p105","title":"Foreign Language Influence: A Case Study of English on Shop Signs in Taif City of Saudi Arabia","year":2023,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transliteration; Linguistics; Arabic; Foreign language; English language; Business; 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":[0.000625968,0.0002970652,0.0002868885,0.0008418562,0.004524889,0.00168483,0.0006043323,0.0008156512,0.003543443],"category_scores_gemma":[0.001667629,0.0002113898,0.000206307,0.0007184686,0.001644429,0.0009567724,0.001402898,0.0006552188,0.0003624365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001767034,"about_ca_system_score_gemma":0.001405125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05514282,"about_ca_topic_score_gemma":0.1240394,"domain_scores_codex":[0.9993812,0.0002889313,0.00002192118,0.00004777974,0.00009642682,0.0001637378],"domain_scores_gemma":[0.9987436,0.0004798478,0.0002270498,0.00005939522,0.0002353829,0.0002548222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001741626,0.0004785895,0.1535995,0.0002608102,0.00003620631,0.06998432,0.7484281,0.000179267,0.00481354,0.00139501,0.001104645,0.01954585],"study_design_scores_gemma":[0.000005141015,0.000161525,0.07315521,0.00007167165,0.00002289866,0.004866659,0.9120529,0.0002138619,0.000713646,0.000085148,0.008632923,0.00001850779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987171,0.00006355257,0.00003278727,0.0001003905,0.000002951721,0.000005839111,0.000010409,9.047383e-7,0.00106608],"genre_scores_gemma":[0.9982806,0.000207772,0.00008244374,0.00006622646,0.000004969757,0.000003789564,0.00001163383,0.000002314922,0.001340114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05514282,"threshold_uncertainty_score":0.1096437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03377380107070354,"score_gpt":0.2918400328658752,"score_spread":0.2580662317951716,"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."}}