{"id":"W4389333846","doi":"10.3390/jrfm16120502","title":"Financial Technology (Fintech) and Sustainable Financing: A New Paradigm for Risk Management","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Financial services; Financial innovation; FinTech; Finance; Risk management; Sustainable development","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001406049,0.0004238818,0.0006400789,0.002136404,0.0006511232,0.0004321233,0.0004817951,0.0002047416,0.000009190817],"category_scores_gemma":[0.0007824339,0.000406066,0.0002126506,0.002100961,0.0001658507,0.001141487,0.0008915144,0.0004452739,0.00004450059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009866968,"about_ca_system_score_gemma":0.00005564366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001381982,"about_ca_topic_score_gemma":0.00005527787,"domain_scores_codex":[0.9972559,0.00001218308,0.0008505027,0.0005487505,0.0003693308,0.0009633218],"domain_scores_gemma":[0.9982961,0.00008503191,0.001059475,0.0003062547,0.00020289,0.00005024821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003400143,0.00008145571,0.008711178,0.000704483,0.00004859809,0.0003599159,0.0000743253,0.00007065186,0.00000316914,0.5853493,0.04341465,0.3608423],"study_design_scores_gemma":[0.001973157,0.0001476078,0.03295852,0.0002325516,0.0002653003,0.00001865407,0.0004902722,0.0002315124,0.00001648761,0.3609008,0.6024057,0.0003593715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6768089,0.004532314,0.2993831,0.002985397,0.002367529,0.003286276,0.00005400022,0.0005993585,0.009983143],"genre_scores_gemma":[0.9761892,0.008652351,0.007128468,0.0005612279,0.001589317,0.0001082373,0.00001258662,0.0001036246,0.005654995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5589911,"threshold_uncertainty_score":0.9998391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00758606847695673,"score_gpt":0.2093718384750372,"score_spread":0.2017857699980804,"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."}}