{"id":"W2901301046","doi":"10.31470/2309-1797-2018-24-2-198-217","title":"Ukrainian National Dumas: National Perceptions in the Process of Intercultural Communication","year":2018,"lang":"en","type":"article","venue":"PSYCHOLINGUISTICS","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intercultural communication; Ukrainian; Perception; Process (computing); Political science; Psychology; Sociology; Linguistics; Pedagogy; Computer science; 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":[0.002015135,0.0002914123,0.0003477951,0.0008608129,0.006143971,0.004975837,0.0004880785,0.0005730464,0.001697772],"category_scores_gemma":[0.002897202,0.0002372642,0.0001861184,0.0008461794,0.005525975,0.002673619,0.004253319,0.001269047,0.0001622581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00394625,"about_ca_system_score_gemma":0.002047997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02533657,"about_ca_topic_score_gemma":0.0241027,"domain_scores_codex":[0.9982466,0.0009687066,0.00007610454,0.0001834089,0.0002284717,0.0002967502],"domain_scores_gemma":[0.9986527,0.0004404757,0.0003931809,0.00009123184,0.0001780413,0.0002443023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004096297,0.00003333024,0.02958763,0.00004597885,0.00001330624,0.0005688098,0.9605801,0.00003886664,0.001156065,0.002382125,0.0001454881,0.005407255],"study_design_scores_gemma":[0.000001043767,0.00001825851,0.02879561,0.00001857788,0.000004066613,0.0001523457,0.9673427,0.00004648642,0.0001986583,0.0001635169,0.003250754,0.000007973249],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954808,0.0002210593,0.000119271,0.0001569719,0.000006798419,0.000004308051,0.000006558059,0.000003479157,0.004000882],"genre_scores_gemma":[0.999613,0.00007326894,0.00003207569,0.00002202779,9.465831e-7,0.000001906971,0.000004810117,0.00000159874,0.0002504115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02533657,"threshold_uncertainty_score":0.0503782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06225554276613862,"score_gpt":0.4465365899888971,"score_spread":0.3842810472227585,"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."}}