{"id":"W2944419629","doi":"10.5539/ijel.v9n3p301","title":"Use of Discourse Analysis in Various Disciplines","year":2019,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Journalism; Criticism; Politics; Sociology; Linguistics; Social science; Public relations; Media studies; Political science; Law","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":[0.04332639,0.001203491,0.001373275,0.03716211,0.006479681,0.0243392,0.002161129,0.003272341,0.005187178],"category_scores_gemma":[0.04385849,0.0006429085,0.001055427,0.03158208,0.01797483,0.01766021,0.01025631,0.00305189,0.0009816753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01064543,"about_ca_system_score_gemma":0.01038672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003699736,"about_ca_topic_score_gemma":0.003315853,"domain_scores_codex":[0.9462508,0.04268628,0.00291988,0.002538896,0.004832523,0.0007716193],"domain_scores_gemma":[0.8944166,0.09322364,0.003445373,0.003324601,0.004714731,0.0008750294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006400704,0.00006795118,0.002611972,0.004018793,0.0001242169,0.0006001983,0.3412274,0.0004251127,0.00142719,0.4625237,0.004897674,0.1820117],"study_design_scores_gemma":[0.00002619419,0.00006438332,0.003588447,0.0157862,0.0001089362,0.001096558,0.2478211,0.002077453,0.00263924,0.2247463,0.5019485,0.00009673971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.07988966,0.2335337,0.2318041,0.04298784,0.00294718,0.001285506,0.001142392,0.0007409811,0.4056687],"genre_scores_gemma":[0.7213314,0.1015189,0.1489381,0.003970191,0.001454115,0.002190344,0.0007987071,0.000587956,0.01921034],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04332639,"threshold_uncertainty_score":0.2291346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534368295352742,"score_gpt":0.3091823955925641,"score_spread":0.2838387126390367,"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."}}