{"id":"W2766221516","doi":"10.5539/ijel.v7n6p261","title":"Ideological and Lexical Deviance of Western Media in Reflecting Socio-political Events of Pakistan","year":2017,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Critical discourse analysis; Deviance (statistics); Politics; Sociology; Perspective (graphical); Terrorism; Discourse analysis; Social science; Linguistics; Epistemology; Political science; Law; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00288691,0.0002604242,0.0001997956,0.003474352,0.003044928,0.005825317,0.0002799282,0.0006007376,0.001573196],"category_scores_gemma":[0.009213826,0.0002226275,0.0001180988,0.002289079,0.005783659,0.002881108,0.002844718,0.0009020646,0.0001784623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536206,"about_ca_system_score_gemma":0.0007287588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003883336,"about_ca_topic_score_gemma":0.006998872,"domain_scores_codex":[0.9980088,0.001088048,0.0001242028,0.0001495978,0.0004436641,0.0001857627],"domain_scores_gemma":[0.9930469,0.004490175,0.001343371,0.0002590445,0.0006465968,0.0002138565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001644511,0.00004481003,0.06690444,0.0001333375,0.00001897653,0.001306371,0.904612,0.00007003671,0.003855924,0.00947791,0.0002903035,0.0131215],"study_design_scores_gemma":[0.000008831459,0.00006145537,0.1144719,0.0001847536,0.00002154916,0.0006459192,0.8699026,0.0003258395,0.001276927,0.002504717,0.01056032,0.00003509729],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860595,0.0001233393,0.0003346268,0.0002653473,0.00001625153,0.00001432145,0.00003805529,0.000002919375,0.01314582],"genre_scores_gemma":[0.9993642,0.00009495125,0.0001408413,0.0000254363,0.000009308113,0.000007874014,0.00001979761,0.000004350725,0.0003333091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005825317,"threshold_uncertainty_score":0.01526761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06878546096947971,"score_gpt":0.4252542110962194,"score_spread":0.3564687501267397,"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."}}