{"id":"W2915453002","doi":"10.5539/ijel.v9n2p89","title":"The Relationship Between English Language Proficiency and Politeness in Making Requests: A Case Study of ESL Saudi Students","year":2019,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politeness; Psychology; Interview; Language proficiency; Linguistics; English language; First language; Qualitative research; Mathematics education; Sociology","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"],"consensus_categories":[],"category_scores_codex":[0.0009803937,0.0001077431,0.0002002758,0.0002212722,0.0001143185,0.0003577202,0.0006618244,0.00003466885,0.0000225197],"category_scores_gemma":[0.02196153,0.00007968694,0.0000438171,0.0000601269,0.000129372,0.0001552227,0.0001595212,0.0003562791,9.039134e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007584181,"about_ca_system_score_gemma":0.00008114369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002864858,"about_ca_topic_score_gemma":0.0009650573,"domain_scores_codex":[0.9983002,0.0001752024,0.0007191543,0.0001023676,0.0005788245,0.0001242686],"domain_scores_gemma":[0.9915439,0.001389154,0.0006250819,0.0002324313,0.006176721,0.00003270504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002932436,0.000225537,0.6453502,0.00001693893,0.00008999318,0.0001721445,0.2605866,0.00003331172,3.808666e-7,0.09332015,0.00004482724,0.0001306556],"study_design_scores_gemma":[0.001797639,0.0002949284,0.08909306,0.0003276964,0.00007973589,0.0000199131,0.8966935,0.00001703969,0.000006383844,0.002799003,0.008689369,0.0001816736],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753632,0.0004633009,0.00000252868,0.00001581434,0.003060826,0.0001890578,0.00002348709,0.00001175036,0.02087004],"genre_scores_gemma":[0.9964789,0.00001479813,0.00004846369,0.00001596191,0.003246117,0.000003415829,0.000003924415,0.00001355723,0.0001748239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.636107,"threshold_uncertainty_score":0.9862769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05733339143986228,"score_gpt":0.3788466497899388,"score_spread":0.3215132583500765,"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."}}