{"id":"W4380569745","doi":"10.6000/1929-4409.2020.09.214","title":"Semiotics in Political Discourse. An Analytical Treatment of Political Text Criticisms Since 2003: The Case of the Discourse of Prime Minister Nouri Al-Maliki","year":2022,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Semiotics; Sign (mathematics); Politics; Meaning (existential); Linguistics; Context (archaeology); Sociology; Epistemology; Style (visual arts); Function (biology); Social science; Political science; Literature; Law; Philosophy; History; Mathematics; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003531071,0.0001408161,0.0005219619,0.0001764544,0.0001523247,0.00001127339,0.0004189382,0.00006254415,0.0003528685],"category_scores_gemma":[0.0002329386,0.00008083642,0.00019333,0.00001959291,0.006126643,0.00008553157,0.0001767901,0.0002864508,3.675582e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032292,"about_ca_system_score_gemma":0.000176752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000448294,"about_ca_topic_score_gemma":0.0002345572,"domain_scores_codex":[0.9980826,0.0004763832,0.000761258,0.0001440251,0.000245504,0.0002901854],"domain_scores_gemma":[0.9982612,0.0006124123,0.0003888846,0.0001953401,0.0004844198,0.00005775055],"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":[0.0001568513,0.001032012,0.003819491,0.000007126838,0.0006060106,0.0004455819,0.02755813,0.00002320266,0.00004316548,0.9658279,0.000136944,0.0003435884],"study_design_scores_gemma":[0.004132381,0.006966538,0.02440426,0.0001101809,0.002445485,0.006750547,0.7004805,0.001090847,0.001164668,0.2482157,0.003758684,0.0004802799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745066,0.0005161251,0.00002433277,0.02235088,0.0005941099,0.00007328819,0.0001621599,0.000001654947,0.001770854],"genre_scores_gemma":[0.9986826,0.00002903476,0.00003895773,0.000756356,0.0002378648,0.000004457252,0.000005723056,0.000008089004,0.0002369671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7176122,"threshold_uncertainty_score":0.9965781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07046003668043996,"score_gpt":0.3874497982747114,"score_spread":0.3169897615942715,"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."}}