{"id":"W4293767608","doi":"10.5539/ijel.v12n6p25","title":"Arabic-English Code-Switching in the Saudi Video Gaming Community: A Sociolinguistic Perspective","year":2022,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Digital Communication and Language","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Code-switching; Casual; Code (set theory); Perspective (graphical); Computer science; Video game; Advertising; Multimedia; Internet privacy; Business; Artificial intelligence; Linguistics; Political science","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":[0.001428659,0.0004399824,0.0002328944,0.002041395,0.004705288,0.003373611,0.0006458819,0.0006440065,0.002337681],"category_scores_gemma":[0.00321102,0.0002182502,0.0001484991,0.001199351,0.004681922,0.002021227,0.00246532,0.001157227,0.0003117057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002834135,"about_ca_system_score_gemma":0.002118971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05759076,"about_ca_topic_score_gemma":0.08187952,"domain_scores_codex":[0.9987148,0.0007028621,0.00005627169,0.00008786636,0.0001891183,0.0002491628],"domain_scores_gemma":[0.9974631,0.001206534,0.0004534696,0.00005703799,0.0004052756,0.0004146036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002175724,0.00004701949,0.02762998,0.00005141393,0.000002547548,0.001423113,0.9602696,0.00002406078,0.0008291507,0.002026456,0.0003084565,0.007366357],"study_design_scores_gemma":[0.000001240815,0.00002459026,0.0210686,0.00006084569,0.000002879512,0.0006122686,0.9724534,0.0001518967,0.0001779747,0.0002975142,0.005135712,0.00001311589],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940111,0.0003053651,0.0002847081,0.0005667348,0.00001856011,0.00001040634,0.0000164741,0.000004049154,0.00478248],"genre_scores_gemma":[0.9988475,0.0002843994,0.0001612509,0.0000937139,0.000006299816,0.000006741303,0.0000106321,0.000003483378,0.0005859264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05759076,"threshold_uncertainty_score":0.1145111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256882335925415,"score_gpt":0.3057510786964038,"score_spread":0.2800628451038623,"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."}}