{"id":"W4407407956","doi":"10.2139/ssrn.5133519","title":"&lt;p&gt;FOUNDATIONS OF FINTECH:&lt;/p&gt;&lt;p&gt;NAVIGATING THE DIGITAL FINANCIAL REVOLUTION&lt;/p&gt;","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Chartered Professional Accountants of Canada","funders":"","keywords":"Economics; Internal medicine; Political science; Business; Medicine","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003769135,0.0005204242,0.0009800507,0.0005109002,0.0009500741,0.0003789218,0.001435866,0.000350433,0.0003940499],"category_scores_gemma":[0.002013799,0.000536192,0.0006189885,0.0009858855,0.0004414445,0.0008390227,0.0003457295,0.002529141,0.0004908426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002722392,"about_ca_system_score_gemma":0.001964006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003171192,"about_ca_topic_score_gemma":0.0009875324,"domain_scores_codex":[0.9940554,0.00008342425,0.002327773,0.0007753694,0.0001757303,0.002582314],"domain_scores_gemma":[0.9966631,0.0003974004,0.001621956,0.000942992,0.0002363597,0.0001381762],"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":[0.00005224616,0.000159141,0.001388612,0.0000323433,0.0003208899,0.000003511093,0.0005046282,0.0004634366,0.0005300241,0.9812037,0.002830727,0.01251074],"study_design_scores_gemma":[0.001469031,0.0003030544,0.002480429,0.0002208659,0.00006569379,0.0001746155,0.0001321068,0.002952103,0.0001484948,0.5851576,0.4062662,0.0006298638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6268505,0.05750107,0.04115779,0.01261337,0.004392236,0.001239232,0.0006279529,0.0002376333,0.2553802],"genre_scores_gemma":[0.9785632,0.005759956,0.0004707201,0.0002676984,0.0009119888,0.00004547445,0.00006970505,0.0000781812,0.01383303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4034354,"threshold_uncertainty_score":0.9997721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105572796332479,"score_gpt":0.2326243151795792,"score_spread":0.2215685872162544,"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."}}