{"id":"W2735348936","doi":"10.5539/ijel.v7n4p149","title":"Challenges of Teaching English Language in a Multilingual Setting: An Investigation at Government Girls Secondary Schools of Quetta, Baluchistan, Pakistan","year":2017,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urdu; Government (linguistics); Multilingual Education; Context (archaeology); Curriculum; Persian; Nonprobability sampling; Psychology; Checklist; Mathematics education; Commit; Multilingualism; Pedagogy; Sociology; Geography; Computer science; Linguistics; Population","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":[0.002339049,0.0005024356,0.0005945202,0.0007698862,0.01344999,0.004658034,0.001538296,0.001571171,0.00276925],"category_scores_gemma":[0.003464683,0.000825602,0.0003157146,0.001126988,0.004101844,0.001548574,0.002423148,0.002052427,0.0005098369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007091552,"about_ca_system_score_gemma":0.01547986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1138481,"about_ca_topic_score_gemma":0.3674308,"domain_scores_codex":[0.9968091,0.00105478,0.0001366455,0.000304854,0.0005095591,0.001185052],"domain_scores_gemma":[0.9951792,0.0009486126,0.001030563,0.0001042147,0.0006813675,0.00205616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008010266,0.0006198818,0.147841,0.0002341745,0.00001206227,0.009127467,0.8266543,0.00005396303,0.002359722,0.0005020282,0.001090629,0.01142457],"study_design_scores_gemma":[0.000005534144,0.000167015,0.05938757,0.00006547003,0.000008445743,0.0006236961,0.9361387,0.00004609037,0.0001980577,0.00003876914,0.003305478,0.00001507033],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987795,0.0001162782,0.00003113016,0.0003610007,0.00001022213,0.00002044247,0.00001080515,0.000002320918,0.0006683535],"genre_scores_gemma":[0.9980925,0.0002193221,0.0001009567,0.000235155,0.000005125296,0.0000194679,0.00001183869,0.000003387549,0.001312285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138481,"threshold_uncertainty_score":0.2263708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04237679916897018,"score_gpt":0.4290409089052118,"score_spread":0.3866641097362416,"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."}}