{"id":"W1994707577","doi":"10.5539/elt.v1n1p87","title":"Challenges Faced and the Strategies Adopted by a Malaysian English Language Teacher during Teaching Practice","year":2008,"lang":"en","type":"article","venue":"English Language Teaching","topic":"English Language Learning and Teaching","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Psychology; Process (computing); Mathematics education; Pedagogy; Teacher education; Teaching method; Language teacher; English language; Focus (optics); Language education; Teacher preparation; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004741515,0.0006947648,0.0006906555,0.0002682792,0.001892915,0.001075376,0.001680666,0.0002864672,0.00002436404],"category_scores_gemma":[0.01107552,0.0005454174,0.0002166384,0.0002475613,0.0002878736,0.003635804,0.0007936893,0.004443907,0.00001299808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296537,"about_ca_system_score_gemma":0.0000801552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050339,"about_ca_topic_score_gemma":0.0000606249,"domain_scores_codex":[0.9929585,0.003235305,0.0006407489,0.001239365,0.0008606447,0.001065381],"domain_scores_gemma":[0.9959741,0.001653124,0.0004457489,0.001522655,0.0001104301,0.0002939343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005927889,0.000162878,0.000170523,0.00007217089,0.000145659,0.0005205891,0.953882,0.0001541657,0.001120131,0.01759273,0.000327441,0.02579248],"study_design_scores_gemma":[0.00538422,0.0001326461,0.0004874461,0.0002701939,0.0001118359,0.0006208373,0.9752204,0.004868677,0.0006552527,0.00007031336,0.01077972,0.001398454],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8587809,0.0165575,0.007710288,0.0009999219,0.0005878636,0.0004839227,0.00000673934,0.00254037,0.1123325],"genre_scores_gemma":[0.9838983,0.0002591393,0.01243727,0.000363375,0.001365922,0.00006491659,0.00002524714,0.0001076034,0.001478157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251175,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00837834862356085,"score_gpt":0.24318268418097,"score_spread":0.2348043355574092,"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."}}