{"id":"W4207069854","doi":"10.5430/wjel.v12n1p115","title":"Multimodal Texts of Political Print Advertisements in Ukraine","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Slogan; Politics; Representation (politics); Emblem; Advertising; Linguistics; Utterance; Pictogram; Psychology; Political science; Sociology; Media studies; Law; Literature; Art; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.001325119,0.000071116,0.0002276062,0.0002433131,0.0001966075,0.00001220053,0.000457075,0.00001778705,0.0007002456],"category_scores_gemma":[0.004091426,0.00006538632,0.00009082157,0.0003702371,0.0001348834,0.00005794991,0.0001774588,0.0003097563,7.741148e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002180173,"about_ca_system_score_gemma":0.00014736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003578321,"about_ca_topic_score_gemma":0.004866538,"domain_scores_codex":[0.9983643,0.0003475581,0.000450391,0.0000786104,0.0005014003,0.000257761],"domain_scores_gemma":[0.9988878,0.0003143147,0.000242121,0.0001699442,0.0002933131,0.00009245273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001251991,0.0008145515,0.07487225,0.00003429401,0.0001212968,0.000204843,0.7862431,0.0001254422,0.0001567473,0.125759,0.00122837,0.01031495],"study_design_scores_gemma":[0.003524515,0.0002330279,0.1008792,0.0001915718,0.00008338675,0.00000633087,0.5699627,0.00003661627,0.0002969641,0.001397978,0.3230208,0.0003670189],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8513359,0.003934977,0.00001121156,0.0004627859,0.00107975,0.0001615338,0.00001712222,0.00001766919,0.1429791],"genre_scores_gemma":[0.9977364,0.00005970325,0.0006271259,0.0001154738,0.0006253514,0.000004896538,0.000002039365,0.000007339188,0.0008216543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3217924,"threshold_uncertainty_score":0.7667199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372956770953215,"score_gpt":0.3160303641248496,"score_spread":0.3023007964153174,"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."}}