{"id":"W2996430010","doi":"10.4337/9781788974967.00007","title":"Text oriented discourse analysis: an analysis of a struggle for hegemony in Mexico","year":2019,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Cultural and political discourse analysis","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hegemony; Discourse analysis; Critical discourse analysis; Politics; Sociology; Political science; Law; Linguistics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003782472,0.0004172708,0.0003811162,0.005015003,0.005583896,0.006817252,0.0009603071,0.0008605541,0.002996258],"category_scores_gemma":[0.006744153,0.0002393359,0.0002558524,0.007844332,0.005867966,0.00528412,0.003149357,0.001492641,0.0001611473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007660102,"about_ca_system_score_gemma":0.003733378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01176898,"about_ca_topic_score_gemma":0.01261226,"domain_scores_codex":[0.9982346,0.00113553,0.00005692989,0.000142316,0.0003282184,0.0001024624],"domain_scores_gemma":[0.9961166,0.003052359,0.0003579863,0.0001168099,0.0002816888,0.00007445925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000892958,0.00004820111,0.005439853,0.0004043789,0.00001895885,0.000879501,0.5557521,0.0003846895,0.001270422,0.3644427,0.003389264,0.06788068],"study_design_scores_gemma":[0.00003237026,0.00006071727,0.01893754,0.001590859,0.00006142508,0.0004221743,0.5881942,0.00251127,0.002401217,0.07957902,0.3061659,0.00004321753],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7497183,0.01013567,0.03676348,0.009555608,0.0002929725,0.0005554461,0.0008089971,0.0001496607,0.1920199],"genre_scores_gemma":[0.9573301,0.004872319,0.01739073,0.0003325892,0.000126128,0.0007273775,0.0004839557,0.00009260602,0.01864421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01176898,"threshold_uncertainty_score":0.05557823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395108997445347,"score_gpt":0.3285213569511556,"score_spread":0.2945702669767022,"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."}}