{"id":"W3139458838","doi":"10.32370/ia_2021_03_08","title":"The State of Affairs and Prospects of Application of Special Knowledge in the Investigation of Financial Criminal Offences","year":2021,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Ukrainian Legal and Forensic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology of scientific knowledge; Field (mathematics); State (computer science); Psychology; Knowledge management; Epistemology; Engineering ethics; Political science; Sociology; Social science; Computer science; Engineering; Mathematics; Philosophy","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":[0.01005071,0.0001972657,0.0002960683,0.004376334,0.001361799,0.005085287,0.001238629,0.00192769,0.004645439],"category_scores_gemma":[0.01948427,0.0001641974,0.0003583746,0.002560315,0.005149439,0.004376662,0.001919034,0.001033882,0.000587269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003126682,"about_ca_system_score_gemma":0.009998376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008777283,"about_ca_topic_score_gemma":0.007288726,"domain_scores_codex":[0.9959834,0.00223438,0.0002567639,0.0004207093,0.0005982313,0.0005064305],"domain_scores_gemma":[0.9833635,0.008266704,0.00172111,0.001247214,0.004267065,0.001134423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003365747,0.0002778501,0.1090309,0.001748987,0.00006673479,0.001507033,0.01661085,0.001245351,0.001187335,0.1064331,0.009783837,0.7517715],"study_design_scores_gemma":[0.0000431185,0.0009779353,0.3628348,0.01130337,0.0002199214,0.009101819,0.06300015,0.006385068,0.005186044,0.1566751,0.3840156,0.0002571691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4818623,0.2272927,0.0131992,0.08485558,0.000856247,0.0002092608,0.0007505944,0.0001580104,0.1908162],"genre_scores_gemma":[0.9447437,0.04633816,0.003616721,0.001053323,0.0003164206,0.00003152873,0.0001865912,0.000011769,0.003701705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01005071,"threshold_uncertainty_score":0.05315387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460944429302973,"score_gpt":0.2728456462861429,"score_spread":0.2482362019931132,"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."}}