{"id":"W4367053689","doi":"10.5430/wjel.v13n5p482","title":"Nurturing Sociolinguistic Competence in Pakistani ELT Context through Teachers: Practices, Perspectives, and Practicalities","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Prince Sattam bin Abdulaziz University","keywords":"Competence (human resources); Ethnic group; Communicative competence; Psychology; Vocabulary; Perception; Grammar; Socioeconomic status; Pedagogy; Linguistic competence; Mathematics education; Sociology; Linguistics; Population; 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":[0.002808487,0.0003680327,0.0002452855,0.0006828952,0.008012835,0.004196614,0.0005082478,0.000812432,0.001972978],"category_scores_gemma":[0.002135972,0.0002715222,0.0001386866,0.000501499,0.006077248,0.002373411,0.003450279,0.001443651,0.0002643765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003090847,"about_ca_system_score_gemma":0.006099186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01364671,"about_ca_topic_score_gemma":0.03000964,"domain_scores_codex":[0.9980781,0.001054279,0.00006490629,0.0001339619,0.0002007696,0.0004679126],"domain_scores_gemma":[0.998097,0.000753325,0.0002442041,0.00008588744,0.000265766,0.0005538241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002148316,0.0001709354,0.03046363,0.00017017,0.000005006461,0.002438949,0.929899,0.00004663627,0.001515607,0.00522433,0.0008286541,0.02921567],"study_design_scores_gemma":[0.000004416154,0.00006667542,0.01893723,0.0002095245,0.000007215959,0.0006575778,0.9569158,0.00008381039,0.0005622582,0.0009539333,0.02158789,0.00001363995],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667804,0.00136698,0.0009136421,0.003800129,0.00005263245,0.00004064763,0.00001785048,0.00001114097,0.0270165],"genre_scores_gemma":[0.9977965,0.0007107122,0.0003498815,0.0001427315,0.000006141751,0.000008281766,0.000004005125,0.000001928024,0.0009797597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364671,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06848058014892806,"score_gpt":0.459812767305776,"score_spread":0.3913321871568479,"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."}}