{"id":"W3153496510","doi":"10.31470/2306-546x-2021-48-40-55","title":"Strategic priorities of social production digitalization: world experience","year":2021,"lang":"en","type":"article","venue":"University Economic Bulletin","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Production (economics); World economy; Digital economy; Quality (philosophy); Industrial organization; Marketing; Economics; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001638724,0.0001186445,0.0003296044,0.0001840286,0.0001299634,0.00004065552,0.0002123318,0.00006708723,0.005751858],"category_scores_gemma":[0.00002742793,0.0001934138,0.0001050141,0.0001259114,0.0001796659,0.000191831,0.0001116948,0.00008117763,0.0007077578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247765,"about_ca_system_score_gemma":0.00005501449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008815082,"about_ca_topic_score_gemma":0.00009810361,"domain_scores_codex":[0.9989642,0.00001941509,0.0003923775,0.0004239373,0.00001546057,0.0001845975],"domain_scores_gemma":[0.999312,0.00002685635,0.0003291247,0.00025381,0.00003784121,0.00004040519],"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":[0.00002124241,0.00005041015,0.006534331,0.00002919443,0.00005013749,0.0000100633,0.002782569,0.000291842,0.00002156219,0.9856818,0.004455583,0.00007131555],"study_design_scores_gemma":[0.0004663753,0.0000177505,0.002144682,0.00001186998,0.000006688334,0.000008071869,0.002613993,0.0001882508,0.000634159,0.008593747,0.985019,0.0002954068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5728211,0.0002153269,0.00009019156,0.002325358,0.0006942151,0.00009423358,0.0001152785,0.00004244536,0.4236019],"genre_scores_gemma":[0.9481003,0.00006943422,0.0005951913,0.0000566605,0.0001897715,8.617755e-7,0.00003248235,0.00001394356,0.05094131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9805634,"threshold_uncertainty_score":0.995157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259677817188966,"score_gpt":0.1971023514905479,"score_spread":0.1645055733186582,"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."}}