{"id":"W4383217159","doi":"10.32388/ct3w58","title":"Review of: \"CryptoAudit and its inherent challenges\"","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Digital and Cyber Forensics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","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":[0.0004336501,0.0003186142,0.00090088,0.0000675156,0.00002244405,0.00004394113,0.001041678,0.000117726,0.0001042136],"category_scores_gemma":[0.0001185862,0.0002352125,0.0002028911,0.0003769962,0.00003683562,0.0002158086,0.001111263,0.0002201035,0.0005267438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001893852,"about_ca_system_score_gemma":0.0001258589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008688158,"about_ca_topic_score_gemma":0.00002084604,"domain_scores_codex":[0.9980283,0.00004328606,0.000551907,0.0005844398,0.0005283133,0.0002637008],"domain_scores_gemma":[0.9984112,0.0000862709,0.0002855635,0.0007622328,0.0003223919,0.000132305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[7.913761e-8,0.00001197531,2.588056e-8,0.06649785,0.0000214231,0.000005132225,0.000005915648,9.068021e-9,4.276183e-8,0.0345751,0.6613829,0.2374995],"study_design_scores_gemma":[0.00004186728,0.00004973335,0.000004002017,0.1062764,0.00003853181,0.00001458528,7.961592e-7,0.00001845343,0.000004958533,0.002718269,0.8905894,0.0002429915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.129533e-7,0.8007013,0.0001819233,0.085014,0.001531065,0.000423109,0.00005046509,0.0001486687,0.1119493],"genre_scores_gemma":[0.000001324326,0.84377,0.000276274,0.008099912,0.00009923468,0.0000428076,0.00006766926,0.00001846487,0.1476244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2372565,"threshold_uncertainty_score":0.9591689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0853753400519733,"score_gpt":0.3054854320153464,"score_spread":0.2201100919633732,"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."}}