{"id":"W2719687565","doi":"10.3968/9542","title":"Politeness Strategies in Request Among Ga Learners of English","year":2017,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politeness; Psychology; Politeness theory; Power (physics); Speech act; Social distance; Linguistics; Social psychology; Medicine; Coronavirus disease 2019 (COVID-19)","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":[0.0002718737,0.0001649405,0.0003248901,0.00015042,0.0002275859,0.000522063,0.0003341521,0.00006159068,0.00004267533],"category_scores_gemma":[0.0003022678,0.0001248599,0.00003986545,0.00004420515,0.001258903,0.0009497466,0.000180714,0.0002738646,7.921845e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001903489,"about_ca_system_score_gemma":0.0000253944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317064,"about_ca_topic_score_gemma":0.0171538,"domain_scores_codex":[0.9991289,0.00008932313,0.0002689296,0.0001934903,0.0001105731,0.0002087796],"domain_scores_gemma":[0.9989617,0.00009579937,0.000168185,0.0005812768,0.0001684922,0.00002455949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001517065,0.00003220551,0.00616291,0.0001767207,0.00003443769,0.0000484411,0.7462942,0.000001874766,0.00001773963,0.2465167,0.0001898389,0.0005097398],"study_design_scores_gemma":[0.0005543129,0.00004401537,0.0152966,0.0008854136,0.00001465508,0.000001188012,0.9713246,0.000002662219,0.00005000685,0.007110298,0.004497498,0.0002187889],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.758333,0.02758056,1.008911e-7,0.00009821555,0.0003164085,0.0001073154,0.00003412311,0.00002382636,0.2135064],"genre_scores_gemma":[0.9967713,0.001152795,0.00003292597,0.00004836869,0.00038296,0.00002372115,0.00002067669,0.00001239991,0.001554789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2394064,"threshold_uncertainty_score":0.9572223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947439645948524,"score_gpt":0.3467895263376533,"score_spread":0.3073151298781681,"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."}}