{"id":"W4394938831","doi":"10.5267/j.ijdns.2024.1.012","title":"Utilization of big data and cloud computing platforms for the smooth processing of financial ac-counting system data and its implications for the success of village development","year":2024,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cloud computing; Big data; Data processing; Computer science; Finance; Data science; Business; Database; Operating system","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":[0.002733074,0.00008366926,0.0001490806,0.0001262657,0.0003028114,0.0004844875,0.002235681,0.00002144401,3.433962e-7],"category_scores_gemma":[0.0006125653,0.00005182165,0.00001255544,0.0004287076,0.0002223172,0.00304859,0.001964054,0.00006479487,5.38428e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001576035,"about_ca_system_score_gemma":0.0002294573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001310372,"about_ca_topic_score_gemma":0.00004069429,"domain_scores_codex":[0.9987501,0.000002151865,0.0005331336,0.0002634174,0.0003173691,0.0001338286],"domain_scores_gemma":[0.9979487,0.0004269212,0.0007663834,0.0002856709,0.0005631644,0.000009172771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001249092,0.00004005613,0.02409479,0.001644735,0.00009754552,0.000001165887,0.0002942831,0.0005477989,0.0008461862,0.06094404,0.002228041,0.9091365],"study_design_scores_gemma":[0.0003036402,0.00001476107,0.02668592,0.002010148,0.00008239502,0.00002717565,0.0002838926,0.9490576,0.0001944139,0.00100464,0.02023084,0.0001046048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4040851,0.00681194,0.5852382,0.0008231133,0.001683035,0.0004847209,0.0007803404,0.00001227125,0.00008131529],"genre_scores_gemma":[0.9966108,0.0001620196,0.002060852,0.00003873442,0.00100881,0.000001629712,0.0001077309,0.000006836652,0.000002642324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9485098,"threshold_uncertainty_score":0.4671924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187151498732255,"score_gpt":0.3373440709649044,"score_spread":0.218628921091679,"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."}}