{"id":"W4394943403","doi":"10.32461/2226-3209.1.2024.302042","title":"The impact of digital transformation on cultural and leisure activities of Ukrainian open-air museums in the first quarter of the XXI century","year":2024,"lang":"en","type":"article","venue":"National Academy of Managerial Staff of Culture and Arts Herald","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Quarter (Canadian coin); Open air; Transformation (genetics); History; Visual arts; Media studies; Political science; Economy; Sociology; Art; Architectural engineering; Engineering; Archaeology; Economics; Linguistics","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":[0.0002300545,0.0001340978,0.0002314922,0.00003664118,0.0001668593,0.0001390035,0.0002430671,0.00007082424,0.00005477612],"category_scores_gemma":[0.00001193211,0.00005472992,0.0001399314,0.00006854957,0.000362635,0.0007093548,0.00003442607,0.0001673332,1.874997e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001253525,"about_ca_system_score_gemma":0.00001573885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001354616,"about_ca_topic_score_gemma":0.0001592729,"domain_scores_codex":[0.999008,0.00004059692,0.0003777076,0.0001091175,0.0003628002,0.000101798],"domain_scores_gemma":[0.9995785,0.0001085825,0.0001893552,0.000045373,0.00006248766,0.00001573842],"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":[0.0004144867,0.0001977871,0.00005565228,0.000535915,0.0002340818,4.426488e-7,0.2614891,0.00008805637,0.001387525,0.7228873,0.007556893,0.005152786],"study_design_scores_gemma":[0.00186249,0.001163532,0.01678986,0.001076279,0.0000868304,0.000009723153,0.07445818,0.0001855196,0.002370089,0.01056429,0.8910677,0.0003654343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648064,0.0006576217,1.599812e-7,0.005120377,0.0000830175,0.0004465694,0.0004433959,0.000005282594,0.02843711],"genre_scores_gemma":[0.9992055,0.0003008937,0.000002094031,0.00004791152,0.0001489807,0.000008877188,0.00001316805,0.000005234262,0.0002672827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8835109,"threshold_uncertainty_score":0.2231821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205569444190291,"score_gpt":0.2866945037749762,"score_spread":0.2546388093330733,"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."}}