{"id":"W4391384161","doi":"10.3390/jrfm17020054","title":"Blockchain: The Economic and Financial Institution for Autonomous AI?","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blockchain; Financial institution; Institution; Business; Financial system; Finance; Computer science; Computer security; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003208549,0.0003156433,0.0004583601,0.0006496193,0.002243337,0.006658282,0.0009334458,0.003029001,0.009713406],"category_scores_gemma":[0.009390025,0.0002558808,0.0003626826,0.0008816162,0.006972427,0.0156468,0.003085079,0.002634301,0.001866081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002066235,"about_ca_system_score_gemma":0.004680671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002284456,"about_ca_topic_score_gemma":0.001828453,"domain_scores_codex":[0.9984434,0.0006883577,0.00005779571,0.0001917846,0.0003919723,0.0002266632],"domain_scores_gemma":[0.9951833,0.002170998,0.000557231,0.0009357028,0.0005331077,0.0006195796],"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":[0.00002104518,0.00001141726,0.0003541772,0.00004434511,0.000005971064,0.00006497623,0.0002675018,0.002590597,0.0003304448,0.9825305,0.0017056,0.01207342],"study_design_scores_gemma":[0.00001138106,0.0000220982,0.0001495338,0.0001132448,0.000007029544,0.00009367676,0.0002915671,0.01138565,0.0005749704,0.9390165,0.04831713,0.00001722123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09729382,0.009827293,0.543602,0.1010967,0.001368857,0.0001599035,0.0002307351,0.0005787101,0.2458421],"genre_scores_gemma":[0.9327753,0.005990054,0.03508421,0.001756356,0.0004285445,0.0001478366,0.00008773858,0.00008219144,0.02364784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009713406,"threshold_uncertainty_score":0.0324946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005599996690680382,"score_gpt":0.2176475051256078,"score_spread":0.2120475084349274,"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."}}