{"id":"W4407608542","doi":"10.5296/jsel.v13i1.22654","title":"From Ta’ārof to Ostensible Speech Acts: A Cross-cultural Analysis of Persian and American Apology Practices","year":2025,"lang":"en","type":"article","venue":"Journal for the Study of English Linguistics","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Persian; Speech act; Psychology; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007845582,0.00009175691,0.0004443655,0.0001924721,0.0009981109,0.00008038712,0.0002901523,0.000038781,0.00001147507],"category_scores_gemma":[0.07125836,0.00006616183,0.0001387598,0.0006654156,0.0006104507,0.00003455716,0.00008900886,0.0001691041,1.395846e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008134306,"about_ca_system_score_gemma":0.0001032857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0148091,"about_ca_topic_score_gemma":0.02215675,"domain_scores_codex":[0.9989103,0.0001165971,0.0003664895,0.0001510521,0.000258385,0.0001971492],"domain_scores_gemma":[0.9925696,0.001460164,0.0007549,0.0001494148,0.005015078,0.00005082814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006379247,0.0006557783,0.1072139,0.00002953992,0.00957517,0.000009290767,0.8458074,0.0004656927,0.00003688062,0.01091331,0.02032844,0.004326641],"study_design_scores_gemma":[0.0003833783,0.000372477,0.01653845,0.00001343676,0.002285973,6.489679e-8,0.5757837,0.00004072349,0.000005050194,0.0002027278,0.404302,0.00007198763],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687486,0.0004738577,0.00002960686,0.0004108255,0.00484849,0.000323391,0.00005550421,0.000009200407,0.02510051],"genre_scores_gemma":[0.9960607,0.0002221531,0.0006910776,0.00009112729,0.002024707,0.000004174165,0.000001178313,0.000004764697,0.0009001686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3839735,"threshold_uncertainty_score":0.9956864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695833461311075,"score_gpt":0.4155669545581888,"score_spread":0.378608619945078,"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."}}