{"id":"W4401730814","doi":"10.1007/978-3-031-59793-0_8","title":"A Study of Miscommunication and the Repair Process in Native-Nonnative Chinese Conversations","year":2024,"lang":"en","type":"book-chapter","venue":"Multilingual education","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Process (computing); Linguistics; Computer science; Philosophy; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004747495,0.0002587943,0.0003526014,0.0003217671,0.0002101235,0.0001293181,0.0003630772,0.00008270239,0.0002185425],"category_scores_gemma":[0.0001945411,0.0001776204,0.00008481906,0.00005157595,0.0008031392,0.0002022812,0.0001208086,0.0005029919,0.00001418479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008084127,"about_ca_system_score_gemma":0.0004327917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001373558,"about_ca_topic_score_gemma":0.01199976,"domain_scores_codex":[0.9986717,0.0001317038,0.0005684673,0.0002866837,0.0002471616,0.00009430364],"domain_scores_gemma":[0.9978734,0.0004835929,0.0004203896,0.0006987913,0.0004985658,0.00002521475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003980379,0.0002908608,0.00007693876,0.0001117859,0.0001074451,5.017158e-7,0.5978845,0.000008718346,4.199063e-7,0.4005068,0.00004862762,0.000923617],"study_design_scores_gemma":[0.001652153,0.0001228207,0.0007236378,0.0007099818,0.0002856197,0.000003234533,0.8747685,0.0006215441,0.000005236175,0.1105251,0.01019724,0.0003849058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3405381,0.004888856,3.452098e-7,0.0005880449,0.0004120923,0.001741282,0.00004386208,0.00009271116,0.6516947],"genre_scores_gemma":[0.8848845,0.0001618768,0.00002249415,0.00004076897,0.0001704805,0.0002204298,0.0001088569,0.00003658564,0.114354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5443464,"threshold_uncertainty_score":0.724315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05018631928617984,"score_gpt":0.368598004445942,"score_spread":0.3184116851597622,"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."}}