{"id":"W4393261652","doi":"10.5430/wjel.v14n3p413","title":"Face-threatening and Face-saving Speech Acts of Teachers: A Discourse Analysis of Classroom Interactions","year":2024,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Face-to-face; Computer science; Linguistics; Psychology; Mathematics education; Speech recognition; Epistemology; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004587816,0.000193317,0.0007121691,0.001586649,0.00008913256,0.0001951019,0.0002074577,0.0000257382,0.001171045],"category_scores_gemma":[0.0005288108,0.000144554,0.0005127293,0.0005102952,0.0003130464,0.0006438561,0.00008797076,0.0003891788,0.000001670626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004894648,"about_ca_system_score_gemma":0.00003708718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001629548,"about_ca_topic_score_gemma":0.006726704,"domain_scores_codex":[0.9984749,0.00007943165,0.0007067762,0.0001785874,0.0003594478,0.0002008671],"domain_scores_gemma":[0.9985351,0.0003048027,0.0004723038,0.0002093262,0.0004052044,0.00007328028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000371446,0.0001706196,0.002875198,0.0001346721,0.01148198,0.0002190819,0.9505436,0.0006430983,0.001144808,0.008420509,0.001846618,0.02248268],"study_design_scores_gemma":[0.0003387858,0.0001043763,0.0007727163,0.001005062,0.008588521,0.000007238045,0.9611599,0.0005065987,0.001032734,0.00007599468,0.02613762,0.0002704119],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332239,0.01710328,0.0001791081,0.0001479281,0.0009490254,0.00007436516,0.00008891799,0.00003403684,0.04819946],"genre_scores_gemma":[0.9925869,0.0001569712,0.0003107799,0.00001645134,0.0009398013,0.000001694868,0.000009722872,0.00002299419,0.00595473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05936297,"threshold_uncertainty_score":0.999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998493544000472,"score_gpt":0.30359621001562,"score_spread":0.2836112745756153,"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."}}