{"id":"W3134334729","doi":"10.30970/vjo.2021.50.11111","title":"COMMUNICATIVE FEATURES OF UKRAINIAN VIDEO BLOGS ON THE EXAMPLE OF YOUTUBE-CHANNELS OF «TORONTO TV», YANINA SOKOLOVA, AND OSTAP DROZDOV","year":2021,"lang":"en","type":"report","venue":"","topic":"Information Systems and Technology Applications","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blogosphere; Ukrainian; The Internet; Publication; World Wide Web; Journalism; Computer science; Multimedia; Media studies; Advertising; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001104357,0.0002527265,0.0007024015,0.0001699438,0.0001661813,0.00004570427,0.0005917854,0.0003904021,0.0005537563],"category_scores_gemma":[0.0003091902,0.0001733799,0.000154478,0.0002543153,0.0003579124,0.0002985309,0.0005328273,0.0003004247,0.00000759662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004333316,"about_ca_system_score_gemma":0.0001229654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05938767,"about_ca_topic_score_gemma":0.0034201,"domain_scores_codex":[0.998229,0.00002674248,0.0009029924,0.0002288899,0.0004428225,0.0001695707],"domain_scores_gemma":[0.9952923,0.0002767532,0.001837947,0.001211406,0.001373532,0.000008050326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004107013,0.000296419,0.001539532,0.002619192,0.000944619,0.000001679945,0.004787319,0.000006119398,0.0004539851,0.9115779,0.06662871,0.01110347],"study_design_scores_gemma":[0.0005225884,0.00005905124,0.009366414,0.0009394835,0.000285449,0.00001464586,0.01074376,0.0000763998,0.001962989,0.002016654,0.9735705,0.0004420173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0349343,0.002675002,0.0001268691,0.001622768,0.0002863946,0.001224169,0.00009615251,0.00009234823,0.958942],"genre_scores_gemma":[0.9948754,0.0007299361,0.0001733208,0.0002405122,0.000144461,0.0001076114,0.0002197488,0.00002689204,0.003482081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9599411,"threshold_uncertainty_score":0.9468759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775680987073552,"score_gpt":0.2698062163816811,"score_spread":0.2220494065109456,"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."}}