{"id":"W3206831687","doi":"10.3390/computers10110135","title":"Blockchain and Recordkeeping: Editorial","year":2021,"lang":"en","type":"article","venue":"Computers","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immutability; Blockchain; Distributed ledger; Variety (cybernetics); Ledger; Computer science; Computer security; Cryptography; Data science; Business; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001364191,0.00008044754,0.000110066,0.00005156692,0.0001307725,0.00008015797,0.0004098373,0.0001039687,0.000002817436],"category_scores_gemma":[0.00002604955,0.000087903,0.00002884607,0.0003035704,0.00005827398,0.00004480551,0.0004629884,0.0001586736,0.0000118877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001425036,"about_ca_system_score_gemma":0.00004609092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005201208,"about_ca_topic_score_gemma":0.000003627185,"domain_scores_codex":[0.9992222,0.00003271004,0.0001192336,0.0003589527,0.0001025928,0.0001643605],"domain_scores_gemma":[0.9992369,0.0000851685,0.00003542052,0.0004994925,0.00007730197,0.00006576308],"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":[0.000002410663,0.0001190111,0.0004618351,0.00001677206,0.00003713052,0.00005464172,0.0006447105,0.00005593936,0.0008089562,0.5807816,0.1266374,0.2903796],"study_design_scores_gemma":[0.0009860928,0.00009602682,0.001450747,0.00003525916,0.00001063209,0.00023074,0.00005556067,0.2337914,0.005370586,0.1087346,0.6486811,0.0005572725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03157926,0.0003650633,0.9442233,0.007090189,0.0157352,0.00008234205,0.000001000145,0.0004406504,0.0004829932],"genre_scores_gemma":[0.7098238,0.00006529174,0.2813714,0.001344696,0.00722095,0.00002979117,0.000003806994,0.00001241906,0.0001278976],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6782445,"threshold_uncertainty_score":0.358458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008727941424638418,"score_gpt":0.2217469089503251,"score_spread":0.2130189675256866,"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."}}