{"id":"W4223496291","doi":"10.5430/jms.v13n1p13","title":"Critical Assessment of Issues and Benefits of Digital Asset Management","year":2022,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital asset management; Agile software development; Asset (computer security); Productivity; Business; Asset management; Focus (optics); Distribution management system; Management system; Computer science; Process management; Risk analysis (engineering); Operations management; Computer security; Finance; Economics; Engineering","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":[0.02381027,0.0005453122,0.0004090653,0.006458238,0.005342181,0.01505873,0.00173925,0.003948059,0.01491566],"category_scores_gemma":[0.09314542,0.0002705782,0.0005472792,0.004542246,0.01201978,0.01732177,0.004237587,0.003554241,0.0008764284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009387245,"about_ca_system_score_gemma":0.01052505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005669368,"about_ca_topic_score_gemma":0.007129798,"domain_scores_codex":[0.9844387,0.007344012,0.0007805964,0.0006872617,0.005671042,0.001078336],"domain_scores_gemma":[0.9009397,0.06527513,0.003466778,0.002507513,0.02473999,0.003070843],"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":[0.0002990096,0.000128391,0.01121923,0.001573787,0.00004409706,0.0006260411,0.006733873,0.001054954,0.0005515465,0.7002852,0.05736896,0.220115],"study_design_scores_gemma":[0.00005123085,0.0003754796,0.0217257,0.004414436,0.00007978579,0.001048752,0.07749207,0.001981575,0.001351544,0.3849033,0.5064811,0.00009513804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07159627,0.04618351,0.006966351,0.4468498,0.004751944,0.0005601807,0.0005552224,0.00008687326,0.4224498],"genre_scores_gemma":[0.9344038,0.02422619,0.005060475,0.01864257,0.002976476,0.0002195858,0.0001501402,0.00006749578,0.0142534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02381027,"threshold_uncertainty_score":0.1259223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06464473405767256,"score_gpt":0.3274290189390244,"score_spread":0.2627842848813519,"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."}}