{"id":"W3016296120","doi":"10.5539/elt.v13n5p15","title":"The Presentation of Sources of Culture in English Textbooks in Thai Context","year":2020,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Target culture; Presentation (obstetrics); Psychology; Context (archaeology); English as a foreign language; Foreign language; Pedagogy; Mathematics education; Linguistics; History","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":[0.001624016,0.0003109174,0.0003235867,0.003014829,0.001017945,0.003714463,0.0004945104,0.0004041861,0.00284969],"category_scores_gemma":[0.01804415,0.0002054225,0.0002345612,0.002799309,0.0009731909,0.001716763,0.002295219,0.000698246,0.0004050412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008658103,"about_ca_system_score_gemma":0.001116985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008257409,"about_ca_topic_score_gemma":0.001575393,"domain_scores_codex":[0.9968266,0.001699907,0.0003008651,0.0001222598,0.000889401,0.0001609193],"domain_scores_gemma":[0.9885103,0.005502158,0.002321583,0.0004597146,0.002523865,0.0006823465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005525632,0.0002810548,0.2132318,0.003050927,0.0001476194,0.01447057,0.473561,0.0004902232,0.03333459,0.00278005,0.00313651,0.2549632],"study_design_scores_gemma":[0.00003252823,0.0008748987,0.3878577,0.002523122,0.0001975959,0.01475072,0.5107561,0.0009247041,0.01741941,0.002102048,0.06238161,0.0001795022],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846438,0.00123918,0.001209194,0.0002761351,0.00008847441,0.00004716916,0.00008420255,0.00002618985,0.01238551],"genre_scores_gemma":[0.9947065,0.00116513,0.00115275,0.00007168893,0.00004226413,0.00002598107,0.00008216887,0.00002900873,0.002724653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003714463,"threshold_uncertainty_score":0.009533167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646358676834688,"score_gpt":0.2459404696126828,"score_spread":0.2294768828443359,"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."}}