{"id":"W4389793222","doi":"10.5430/wjel.v14n1p472","title":"A Semiotic Study of Contemporary Middle Eastern Internal Dilemmas in Arab News Cartoons","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Humor Studies and Applications","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deanship of Scientific Research, Prince Sattam bin Abdulaziz University; Prince Sattam bin Abdulaziz University","keywords":"Semiotics; Cartoonist; Narrative; Politics; Middle East; Rhetoric; Media studies; Sociology; Aesthetics; Political science; History; Literature; Epistemology; Linguistics; Art; Law; 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":[],"consensus_categories":[],"category_scores_codex":[0.000422694,0.0001269903,0.0004038643,0.0004665875,0.00003434746,0.00001644073,0.0003079549,0.00003020793,0.0002595924],"category_scores_gemma":[0.0001706462,0.0001084376,0.0001231985,0.0007034151,0.00004126651,0.00004901054,0.00009173422,0.0003679649,0.00004044316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003114374,"about_ca_system_score_gemma":0.00002818408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007960231,"about_ca_topic_score_gemma":0.003398133,"domain_scores_codex":[0.998557,0.0001440135,0.000710922,0.0001566838,0.0002072753,0.0002240498],"domain_scores_gemma":[0.9989391,0.000197455,0.0003833204,0.0002786754,0.0001172552,0.00008420698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002397874,0.001777472,0.4645046,0.00004089177,0.0004527149,0.001592086,0.4914855,0.00008612679,0.0002574475,0.0009015442,0.03481556,0.003846298],"study_design_scores_gemma":[0.005375855,0.0007446379,0.1621704,0.0003451535,0.00007897379,0.0000249042,0.7844291,0.00002747976,0.00005492505,0.00007634122,0.04640659,0.0002656467],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494706,0.0007571439,0.000005453087,0.0001514414,0.0008210127,0.0002221091,0.00001824407,0.00002411222,0.04852984],"genre_scores_gemma":[0.9946314,0.00001082589,0.00002212191,0.00005864306,0.0005320685,0.00001733236,0.000002882556,0.0000204898,0.004704309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3023342,"threshold_uncertainty_score":0.4421957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04842329383166313,"score_gpt":0.3289907283210446,"score_spread":0.2805674344893815,"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."}}