{"id":"W4362651630","doi":"10.36231/coedw.v30i4.1316","title":"Differences of Style between English and Arabic Political Discourse: A Contrastive Study","year":2019,"lang":"en","type":"article","venue":"Journal of College of Education for Women","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Linguistics; Emotive; Arabic; Grammar; Politics; Psychology; Contrastive analysis; Meaning (existential); Sociology; Political science; Art; Literature; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008676231,0.00005876414,0.0003302061,0.0000988021,0.0001127479,0.0000112997,0.0001974997,0.00002997203,0.00004768768],"category_scores_gemma":[0.001782862,0.00004563829,0.00004435125,0.0001223471,0.0002217064,0.00008651926,0.00002150791,0.00006360924,2.217131e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008504313,"about_ca_system_score_gemma":0.00065975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001392068,"about_ca_topic_score_gemma":0.00006786157,"domain_scores_codex":[0.9990264,0.0001362638,0.0003790472,0.0000640854,0.0002468319,0.0001473427],"domain_scores_gemma":[0.9973339,0.001064285,0.0004300158,0.00009694171,0.0009785079,0.0000963315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009848497,0.0008350612,0.5693216,0.00006009602,0.0002452919,1.382153e-7,0.2938903,1.117627e-7,0.00001121564,0.1341947,0.0004293935,0.0009136482],"study_design_scores_gemma":[0.0006450294,0.0005756196,0.2802942,0.00005355289,0.00005715422,2.578371e-7,0.7089184,5.544651e-7,0.00001454028,0.007290832,0.002098643,0.00005114706],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875638,0.0002800316,0.000008183961,0.0004405073,0.0004373908,0.0003807641,0.00005053087,0.000002217021,0.01083661],"genre_scores_gemma":[0.9978583,0.00003170041,0.0001361178,0.000008930194,0.0004381331,0.00001295448,6.789364e-7,0.000003713748,0.001509465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4150281,"threshold_uncertainty_score":0.2134381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967647371935228,"score_gpt":0.3545238497919452,"score_spread":0.3348473760725929,"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."}}