{"id":"W4386429663","doi":"10.36887/2415-8453-2023-2-26","title":"Digitization аs a modern vector of the development of the digital economy and society: foreign experience and its implementation in Ukraine","year":2023,"lang":"en","type":"article","venue":"Ukrainian Journal of Applied Economics and Technology","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digitization; Digital economy; Digital transformation; Economy; Political science; Business; Economics; Engineering","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":[0.000418865,0.000123914,0.0003893817,0.0002565653,0.00007565254,0.00003600373,0.000245719,0.0001099107,0.000008182667],"category_scores_gemma":[0.00003347726,0.0001093788,0.00005042013,0.0002174314,0.0002232874,0.0001735983,0.0002493737,0.0001318919,0.000001140227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006828773,"about_ca_system_score_gemma":0.00005683295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001760564,"about_ca_topic_score_gemma":0.00001722589,"domain_scores_codex":[0.9985797,0.000003499772,0.001011793,0.0002122089,0.00001556747,0.0001772031],"domain_scores_gemma":[0.9987776,0.00004807412,0.0009526948,0.000163252,0.00002591647,0.00003243291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005112276,0.00006957253,0.06915473,0.00015433,0.0002665314,7.240018e-7,0.1001596,0.0006748007,0.0005317966,0.7718207,0.00002039171,0.05709581],"study_design_scores_gemma":[0.009308692,0.000387462,0.1370847,0.0001978961,0.00004375002,0.0001305529,0.02709884,0.03935345,0.02252926,0.7116091,0.05106253,0.001193698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958212,0.0003406617,0.00004201306,0.000623792,0.00006793107,0.0002336222,0.00004147628,0.00000627907,0.00282305],"genre_scores_gemma":[0.9989313,0.0005091919,0.0004477519,0.00004395335,0.00002016298,0.00001535922,0.000002629436,0.00001539238,0.00001428698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07306071,"threshold_uncertainty_score":0.4460339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592547382600137,"score_gpt":0.2202743616808308,"score_spread":0.2043488878548294,"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."}}