{"id":"W2784797456","doi":"10.5539/ies.v11n2p13","title":"Language Personality in the Conditions of Cross-Cultural Communication: Case-Study Experience","year":2018,"lang":"en","type":"article","venue":"International Education Studies","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personality; Psychology; Intercultural communication; Big Five personality traits and culture; Value (mathematics); Social psychology; Big Five personality traits; Pedagogy; Computer science","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":[0.0008844666,0.00008058867,0.0001226408,0.00006965165,0.001019242,0.00009154368,0.0006381411,0.00002478388,0.0001972537],"category_scores_gemma":[0.003974807,0.00005944601,0.0000413929,0.000288476,0.001835848,0.0002268801,0.0001091967,0.0000930173,0.00001186523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197517,"about_ca_system_score_gemma":0.0001469285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02855803,"about_ca_topic_score_gemma":0.03085577,"domain_scores_codex":[0.9987075,0.0003769204,0.0003069068,0.0001407248,0.0003576264,0.0001102926],"domain_scores_gemma":[0.9957216,0.0007034515,0.0001666431,0.0003519132,0.003036585,0.00001980118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004628432,0.0003401473,0.1326987,0.00000311348,0.0000579598,0.000004313239,0.8424507,4.565087e-7,0.000004082494,0.02230762,0.001596499,0.000531723],"study_design_scores_gemma":[0.0001425231,0.0000191654,0.07728465,0.00002372398,0.00001251099,0.00001760552,0.9021847,0.000002879418,0.00001011347,0.0009205032,0.01931627,0.00006533405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407548,0.001755064,0.000002957004,0.002295326,0.0009564367,0.0002320569,0.00001178722,0.00002002394,0.0539716],"genre_scores_gemma":[0.997331,0.0002473547,0.0002352611,0.0003062175,0.0005162304,0.0002087153,0.00001245282,0.000003358979,0.001139401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05973396,"threshold_uncertainty_score":0.9868286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1501565088837814,"score_gpt":0.5608294344946599,"score_spread":0.4106729256108785,"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."}}