{"id":"W2524830628","doi":"10.5539/ies.v9n10p105","title":"Pragmatic Failure of Turkish EFL Learners in Request Emails to Their Professors","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Digital Communication and Language","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turkish; Rubric; Psychology; English as a foreign language; Politeness; Foreign language; Context (archaeology); Curriculum; Comprehension; Class (philosophy); Mathematics education; Pedagogy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002665915,0.00008678387,0.000130902,0.0002383178,0.00002723458,0.00004484945,0.0008122079,0.00002158529,0.00002386012],"category_scores_gemma":[0.0009086789,0.00005777103,0.00003403439,0.0002755948,0.00005098396,0.000532091,0.0002811966,0.00005268623,0.00005644464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160562,"about_ca_system_score_gemma":0.0001250339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002810682,"about_ca_topic_score_gemma":0.0001285737,"domain_scores_codex":[0.9991595,0.00006599778,0.0002898103,0.0001785541,0.0002044799,0.0001016617],"domain_scores_gemma":[0.9986314,0.0002476017,0.0001322498,0.0003744944,0.0005768212,0.00003741245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002616264,0.0009128177,0.0193189,0.00008361818,0.0002458387,0.000002106591,0.04394397,0.00003985853,0.00350973,0.6103179,0.03046585,0.2911332],"study_design_scores_gemma":[0.001819353,0.0002908972,0.09260718,0.003327045,0.00001552526,0.00003350551,0.068124,0.0002634515,0.01070186,0.07349432,0.7482069,0.001115964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7588357,0.001199716,0.009597216,0.1440383,0.002463277,0.0006382827,0.00002018447,0.0001709477,0.08303645],"genre_scores_gemma":[0.9890448,0.00005427685,0.005727503,0.0007148081,0.00002489233,0.00009617463,0.000003350017,0.00000500629,0.004329172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7177411,"threshold_uncertainty_score":0.2355834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04991012667386743,"score_gpt":0.3808361514743168,"score_spread":0.3309260248004494,"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."}}