{"id":"W3078831761","doi":"10.5539/ijel.v10n6p54","title":"Gender Differences in Using Apology Strategies in Jordanian Spoken Arabic","year":2020,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arabic; Psychology; Realization (probability); Utterance; Speech act; Qualitative property; Social psychology; Linguistics; Computer science; Statistics","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":[0.0002205986,0.0001226226,0.0002476649,0.0002465864,0.00003613296,0.0003047009,0.0006429033,0.0000502622,0.0003983169],"category_scores_gemma":[0.007468275,0.0001074346,0.00006391822,0.00005247784,0.0001810614,0.000204337,0.0000738646,0.0004419636,0.000003570798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007650013,"about_ca_system_score_gemma":0.0002453286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001700709,"about_ca_topic_score_gemma":0.0008395725,"domain_scores_codex":[0.9987055,0.0001032531,0.000622856,0.0001052735,0.000315183,0.0001479326],"domain_scores_gemma":[0.9956599,0.0001904991,0.0003461908,0.00009375606,0.003652541,0.00005714208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009549698,0.0001856548,0.01478264,0.00002102454,0.0001115358,0.0002071211,0.1082724,0.001434633,0.00002119805,0.8743365,0.0004108581,0.000120842],"study_design_scores_gemma":[0.004564934,0.0004226973,0.02693242,0.0004777138,0.0001200355,0.00001811834,0.572926,0.004534334,0.0001416405,0.09941064,0.2894453,0.001006231],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7317909,0.0007234379,0.000140466,0.0002970395,0.007972184,0.00008615713,0.00003671111,0.00002597896,0.2589271],"genre_scores_gemma":[0.9917607,0.00007657472,0.0005315449,0.0002448096,0.007346208,9.039811e-7,0.000005800321,0.00001096352,0.00002243901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7749259,"threshold_uncertainty_score":0.8940763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051333307539438,"score_gpt":0.3296197141869828,"score_spread":0.224486383433039,"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."}}