{"id":"W2123892165","doi":"10.5539/elt.v5n11p91","title":"A Study of Online English Language Teacher Education Programmes in Distance Education Context in Pakistan","year":2012,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Context (archaeology); Blended learning; Psychology; Mathematics education; Pedagogy; Quality (philosophy); English language; Process (computing); Medical education; Sociology; Educational technology; Computer science; Medicine; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002221875,0.0001571061,0.0002582114,0.000260891,0.000125925,0.00006544532,0.0002537585,0.0001055923,0.00006869435],"category_scores_gemma":[0.002160326,0.0001597219,0.00004553274,0.0004382306,0.00005317393,0.0006747678,0.0000432333,0.0007570304,0.000001954266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002863003,"about_ca_system_score_gemma":0.0005409869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01983329,"about_ca_topic_score_gemma":0.07530592,"domain_scores_codex":[0.9975461,0.0009984295,0.0004212699,0.000253458,0.0003339974,0.0004467839],"domain_scores_gemma":[0.999216,0.0001516151,0.000199469,0.0002507867,0.0000730052,0.0001091247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007929704,0.003401875,0.197262,0.00001483927,0.000003639797,0.000001632414,0.5371239,0.000002177818,0.00002970824,0.00118703,0.00003332079,0.2609321],"study_design_scores_gemma":[0.0004613718,0.00004903807,0.01655655,0.0001363206,0.00001254599,2.214916e-7,0.9655914,0.000006004615,0.00001832059,0.00001135666,0.01698205,0.00017478],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978729,0.003016397,0.000009294341,0.00007146435,0.0006743921,0.0006570181,0.000004802814,0.0001173104,0.0167204],"genre_scores_gemma":[0.9959249,0.000008533851,0.0009290413,0.00004244641,0.001808232,0.00006821172,0.00006859111,0.00002497357,0.001125031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4284676,"threshold_uncertainty_score":0.9866937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174067346873317,"score_gpt":0.369452849239326,"score_spread":0.3577121757705928,"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."}}