{"id":"W2591765943","doi":"10.5430/wjel.v7n1p1","title":"Teaching of Remedial English and the Problems of the Students: A Case of University of Sindh, Jamshoro, Sindh, Pakistan","year":2017,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remedial education; Mathematics education; Nonprobability sampling; Population; Sample (material); Medical education; Computer science; Psychology; Medicine; Chemistry","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":[0.001243422,0.000403305,0.0003808543,0.0009491203,0.01435302,0.002995408,0.001329803,0.002233907,0.003498097],"category_scores_gemma":[0.003606756,0.0004379842,0.0002777986,0.001179037,0.003842569,0.001440701,0.00292475,0.002039179,0.0002715569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005514936,"about_ca_system_score_gemma":0.007874758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03728749,"about_ca_topic_score_gemma":0.09721282,"domain_scores_codex":[0.9976803,0.0008246567,0.00007911908,0.0001422994,0.0003010812,0.0009725156],"domain_scores_gemma":[0.9968715,0.0005429156,0.0004985093,0.0001102876,0.0002577258,0.001719022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001984175,0.002708073,0.1701474,0.0004405902,0.00002860092,0.1095868,0.654223,0.0004246439,0.001769486,0.01126907,0.004537198,0.04466664],"study_design_scores_gemma":[0.00003344641,0.000559281,0.08027511,0.0002045641,0.00001865455,0.01738142,0.8838756,0.0003958955,0.0007264292,0.0008334916,0.01565322,0.0000428696],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965094,0.0001673938,0.00006829054,0.001166208,0.00001717411,0.00002379265,0.000008037161,0.000002660022,0.002036976],"genre_scores_gemma":[0.9984635,0.0002616639,0.00007662291,0.0001837378,0.00001149326,0.000009946934,0.00000529256,0.000002009531,0.0009856932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03728749,"threshold_uncertainty_score":0.07414085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092264514201405,"score_gpt":0.3802048533594942,"score_spread":0.3592822082174802,"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."}}