{"id":"W2055189139","doi":"10.5539/elt.v8n3p35","title":"Problematic Approach to English Learning and Teaching: A Case in Indonesia","year":2015,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indonesian; Curriculum; Subject (documents); Allotment; Grammar; English grammar; Psychology; Mathematics education; Process (computing); Linguistics; Teaching method; Pedagogy; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004372493,0.0003399119,0.0004359851,0.0004357497,0.0006785792,0.0006624439,0.0002115524,0.0001005984,0.00003962527],"category_scores_gemma":[0.004584862,0.0003135392,0.00006475821,0.00005412098,0.0000736103,0.0005482115,0.000183862,0.00275497,0.00001608432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186834,"about_ca_system_score_gemma":0.00003886479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00185205,"about_ca_topic_score_gemma":0.0003931879,"domain_scores_codex":[0.9969298,0.001201313,0.0004499189,0.0005325977,0.0003231833,0.0005632467],"domain_scores_gemma":[0.9989127,0.0002975922,0.0001407658,0.00026777,0.00006479421,0.000316405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001508094,0.0001446042,0.003368194,0.0001115717,0.00002010557,0.0003310294,0.9510102,0.0005555375,0.00002084573,0.03777407,0.0003717959,0.006276921],"study_design_scores_gemma":[0.001107917,0.0001642559,0.0000440732,0.000257671,0.00003383917,0.0001858354,0.9431025,0.002294919,0.00000402818,0.0001106068,0.05212055,0.0005737834],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7527531,0.0002593686,0.0002345587,0.00004574273,0.0002956844,0.000322488,0.000002374752,0.0005367792,0.2455499],"genre_scores_gemma":[0.99145,6.683568e-7,0.003478397,0.0001557182,0.001646386,0.00006353939,0.00002551249,0.0000828229,0.003097002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2424529,"threshold_uncertainty_score":0.9999317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0250240600759799,"score_gpt":0.2597949373862838,"score_spread":0.2347708773103039,"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."}}