{"id":"W2958196625","doi":"10.5539/ijel.v9n4p326","title":"Discourse Analysis: New Language and New Attitude towards Yemen in Contemporary British Novel; Salmon Fishing in Yemen as an Example","year":2019,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Northern Border University","keywords":"Orientalism; Misrepresentation; Representation (politics); Politics; Narrative; Fishing; Newspaper; Sociology; Harmony (color); Media studies; History; Political science; Literature; Law; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001003609,0.0001000337,0.0002787233,0.0003400703,0.00003425181,0.0003490896,0.0004523936,0.0000916314,0.0002251417],"category_scores_gemma":[0.008722583,0.0001106891,0.00007739583,0.0002569142,0.00005321966,0.0002914937,0.00006755614,0.0002959566,0.000002275203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284193,"about_ca_system_score_gemma":0.0008108743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07924296,"about_ca_topic_score_gemma":0.04824649,"domain_scores_codex":[0.9983835,0.00007873344,0.0004957318,0.0001792179,0.0006763304,0.0001864447],"domain_scores_gemma":[0.9978104,0.0001157598,0.0002886205,0.00009103191,0.001460897,0.0002332409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003514115,0.0005962633,0.6404209,0.00002371695,0.0009544878,0.000901785,0.303597,0.001264606,0.00007818783,0.02980777,0.004751455,0.01725244],"study_design_scores_gemma":[0.007267628,0.0003037865,0.2428768,0.0008124115,0.000203631,0.000007513186,0.07505662,0.0006172255,0.00005426469,0.003745096,0.6683456,0.0007094397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916499,0.0006976061,0.000196984,0.0002113962,0.003807928,0.0001218957,0.00001611361,0.0000142908,0.07843479],"genre_scores_gemma":[0.9905165,0.00009574886,0.0007405107,0.0001704869,0.006301841,4.361508e-7,0.00001845659,0.00001084515,0.00214515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6635942,"threshold_uncertainty_score":0.9996274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05508136020740335,"score_gpt":0.3521800273366356,"score_spread":0.2970986671292323,"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."}}