{"id":"W2958920172","doi":"10.5539/elt.v6n11p39","title":"The Use of Progressives among Malaysian ESL Learners","year":2013,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syllabus; Grammar; Psychology; Curriculum; Mathematics education; Pedagogy; Linguistics","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":[0.001367072,0.0002802476,0.0002572536,0.001606455,0.001080253,0.001925793,0.0004748346,0.0004150184,0.001667743],"category_scores_gemma":[0.006844863,0.0002381756,0.0001419999,0.0006440281,0.001188262,0.001369694,0.001509094,0.0005856711,0.0003480416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004784297,"about_ca_system_score_gemma":0.0006995609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003396749,"about_ca_topic_score_gemma":0.006497466,"domain_scores_codex":[0.9988856,0.0002961672,0.0001373034,0.0001505738,0.0004301825,0.000100202],"domain_scores_gemma":[0.9948817,0.001260502,0.002026357,0.0002620876,0.001109384,0.0004598667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270356,0.0002040482,0.5955282,0.0002412797,0.00002238179,0.002283912,0.3104676,0.0001017535,0.01805988,0.00101431,0.000418253,0.07153118],"study_design_scores_gemma":[0.00001023341,0.0005865779,0.5961458,0.000295196,0.00004843904,0.006941097,0.364569,0.0005905119,0.005890841,0.0007391818,0.02411388,0.00006918537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985687,0.0001129196,0.00007791751,0.00004549198,0.000001990834,0.000004406042,0.00001429894,0.000002538353,0.001171674],"genre_scores_gemma":[0.9966925,0.000344669,0.0004090981,0.00002975561,0.000003854011,0.000008249874,0.00004054686,0.000006111557,0.002465287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003396749,"threshold_uncertainty_score":0.007229865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272855370152861,"score_gpt":0.2324637464834744,"score_spread":0.2097351927819458,"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."}}