{"id":"W2012356259","doi":"10.5539/ies.v5n6p263","title":"A Student Perspective on Low English Proficiency in Oman","year":2012,"lang":"en","type":"article","venue":"International Education Studies","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remedial education; Curriculum; Government (linguistics); Focus group; Perspective (graphical); Psychology; Pedagogy; Qualitative research; Language proficiency; Mathematics education; Medical education; Higher education; Qualitative property; Sociology; Political science; Medicine; Social 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":[0.002176228,0.0005027503,0.0005333768,0.0009807644,0.01462076,0.005943976,0.0009216896,0.002437235,0.004314786],"category_scores_gemma":[0.002680159,0.0003161595,0.0002391999,0.0009989381,0.004595746,0.002941076,0.005423679,0.004374242,0.0006198655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493572,"about_ca_system_score_gemma":0.00247686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007366885,"about_ca_topic_score_gemma":0.01078215,"domain_scores_codex":[0.9976029,0.001273675,0.00006585279,0.00009049874,0.0002670979,0.0007000371],"domain_scores_gemma":[0.9979675,0.000600687,0.0003192037,0.00004748382,0.0002697314,0.0007954001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002070381,0.0001850264,0.01814754,0.00007435881,0.000004968028,0.002139086,0.9662603,0.00002685232,0.0008980038,0.0029873,0.00258103,0.00667474],"study_design_scores_gemma":[0.000002129217,0.00008983772,0.004601927,0.00005212029,0.000002831822,0.0005949015,0.9831054,0.00004297626,0.0001481248,0.0002935385,0.0110571,0.000009122805],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726276,0.0008458683,0.000145235,0.01406321,0.0001679223,0.00001580609,0.00002402234,0.0000120419,0.01209833],"genre_scores_gemma":[0.9920464,0.0007669624,0.00008099787,0.002712282,0.00005066711,0.00001374692,0.00001314701,0.000006866897,0.004309131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462076,"threshold_uncertainty_score":0.01809222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04954314160886449,"score_gpt":0.3904616174496734,"score_spread":0.340918475840809,"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."}}