{"id":"W4313362274","doi":"10.3390/jrfm16010022","title":"Digital Assets in the Eyes of Generation Z: Perceptions, Outlooks, Concerns","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Uniwersytet Rolniczy im. Hugona Kołłątaja w Krakowie","keywords":"Cryptocurrency; Database transaction; Business; Perception; Digital ecosystem; Skepticism; Financial services; Computer science; Finance; Knowledge management; Computer security; Psychology; Database","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":[0.0004794277,0.00003932489,0.00008196052,0.0001196126,0.000150592,0.00003324658,0.0003700988,0.00001676422,0.000003224914],"category_scores_gemma":[0.00001337151,0.00002988504,0.00003315734,0.000209535,0.00003196757,0.0001038274,0.0001642095,0.0001682867,3.31225e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001827917,"about_ca_system_score_gemma":0.00001332492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005497139,"about_ca_topic_score_gemma":0.00001036981,"domain_scores_codex":[0.9994542,0.00004344342,0.0002093969,0.00007467005,0.0001582696,0.00005999672],"domain_scores_gemma":[0.9996362,0.00002202087,0.000169306,0.0001374563,0.00002538263,0.000009665338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000006419727,0.0001896689,0.01521611,0.000005763814,0.000006388657,0.00002029661,0.001813483,0.0002567863,0.0000202621,0.2209922,0.001666306,0.7598063],"study_design_scores_gemma":[0.001603858,0.000777716,0.6173334,0.00002074284,0.00005771258,0.0001300848,0.004432847,0.01067177,0.00005727827,0.06575322,0.2988932,0.0002681666],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7057253,0.0004391291,0.2923618,0.0007878645,0.0001179162,0.0001256575,0.000009978436,0.0000062647,0.0004261177],"genre_scores_gemma":[0.997224,0.0003977964,0.002236799,0.00006862037,0.00003806597,0.00001132063,8.293735e-7,0.000001138441,0.00002140767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7595381,"threshold_uncertainty_score":0.1218676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00960254630882169,"score_gpt":0.2293003165499759,"score_spread":0.2196977702411542,"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."}}