{"id":"W3139006481","doi":"10.3390/jrfm14030121","title":"Digital Transformation of Public-Private Partnership Tools","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Foundation for Basic Research","keywords":"Public–private partnership; General partnership; Digital transformation; Business; Population; Sustainable development; Process management; Risk analysis (engineering); Finance; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004980867,0.000146898,0.0002929491,0.0003171972,0.00009526398,0.0006131248,0.0001852026,0.00005503416,0.00002411804],"category_scores_gemma":[0.0004246502,0.0001348479,0.0001533726,0.0005752776,0.00006150815,0.003674419,0.0001329584,0.0001656613,0.00001714861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002731509,"about_ca_system_score_gemma":0.00002404415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000040545,"about_ca_topic_score_gemma":0.00001090022,"domain_scores_codex":[0.9986622,0.000008538018,0.0006220423,0.0001409451,0.0003351966,0.0002310181],"domain_scores_gemma":[0.9988956,0.00003678557,0.0006471033,0.0001255823,0.0002740511,0.00002088491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007312832,0.0001418278,0.02084275,0.000330947,0.0000295749,0.0000893364,0.00009013555,0.00002149215,0.00003388095,0.2779147,0.001115246,0.699317],"study_design_scores_gemma":[0.001273959,0.00005341529,0.1250169,0.0002616266,0.0001134105,0.00002128893,0.0004693856,0.0001024609,0.0002916649,0.02600555,0.8461294,0.0002610436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8350536,0.0006557131,0.07703216,0.0006090635,0.0005250643,0.0002094611,0.00001865269,0.00003142743,0.08586492],"genre_scores_gemma":[0.9984006,0.000486604,0.0003780194,0.0001714826,0.0003310637,0.000002418768,0.00001076076,0.00001284099,0.0002062467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8450141,"threshold_uncertainty_score":0.5912377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364687181622642,"score_gpt":0.2180963305374426,"score_spread":0.1944494587212162,"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."}}