{"id":"W2074489893","doi":"10.5539/elt.v6n10p11","title":"Making Culture Happen in the English Language Classroom","year":2013,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Target culture; Psychology; Mathematics education; Pedagogy; Object (grammar); CLIPS; Linguistics; 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":["scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00162656,0.0003067908,0.0002834732,0.0001621868,0.0007412828,0.001197678,0.0006884667,0.0001148746,0.002084872],"category_scores_gemma":[0.001545734,0.0002109009,0.0001417422,0.00006797355,0.00009446136,0.0007595247,0.0001133078,0.002380842,0.0001880987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006946585,"about_ca_system_score_gemma":0.00001747705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002652534,"about_ca_topic_score_gemma":0.001688877,"domain_scores_codex":[0.9975056,0.0007989371,0.000353474,0.000381785,0.0003774571,0.0005827407],"domain_scores_gemma":[0.9989094,0.0003305596,0.0001449887,0.000501663,0.00005280948,0.00006056436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003255808,0.00006262087,0.0009404664,0.00002887471,0.00001912193,0.00004911038,0.9572867,0.00002954157,0.0001109768,0.02232041,0.00721581,0.01193307],"study_design_scores_gemma":[0.0003317654,0.00003752319,0.0001750353,0.0001498228,0.00001749824,0.000003997069,0.8235227,0.0002138111,0.00001197161,0.0001253372,0.1751079,0.0003026423],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.642947,0.0008501842,0.0000335542,0.0001656128,0.0006269342,0.00027693,0.000007278774,0.0004364383,0.3546561],"genre_scores_gemma":[0.9832178,0.000003087032,0.0003544735,0.001221484,0.004798099,0.00005986995,0.00005956352,0.00005887653,0.01022678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3444293,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885974517019462,"score_gpt":0.264090015645316,"score_spread":0.2452302704751214,"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."}}