{"id":"W3024150585","doi":"10.18280/rces.070103","title":"Research on Comprehensive Competitive Evaluation of P2P Network Lending Platforms Based on BP Neural Network Model","year":2020,"lang":"en","type":"article","venue":"Review of Computer Engineering Studies","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artificial neural network; Computer science; Business; Artificial intelligence","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":[0.002398913,0.0009700278,0.0007132636,0.002724344,0.0004427177,0.002877775,0.001121417,0.0008531079,0.001440533],"category_scores_gemma":[0.005031836,0.0002769584,0.0006665381,0.002665187,0.0005986183,0.003356502,0.000712033,0.0007502403,0.0001891771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002167139,"about_ca_system_score_gemma":0.001814628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01834674,"about_ca_topic_score_gemma":0.007749473,"domain_scores_codex":[0.9985298,0.0003626871,0.0001020733,0.0002309259,0.0005984968,0.0001759595],"domain_scores_gemma":[0.9982432,0.0006764845,0.0002187177,0.00003475342,0.0007322477,0.00009463856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004133841,0.0005217722,0.110921,0.0008500861,0.0005799776,0.0006015592,0.0006897335,0.5803078,0.004008779,0.03313192,0.003940741,0.2640333],"study_design_scores_gemma":[0.00001175762,0.000064392,0.01016428,0.00003571129,0.00005882813,0.0000289551,0.0001575374,0.9849868,0.0006540924,0.003356199,0.0004596586,0.00002165661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6662476,0.003274171,0.2973814,0.001411034,0.000198252,0.0003494488,0.0003469549,0.0003800657,0.03041101],"genre_scores_gemma":[0.9888447,0.000936626,0.008503878,0.00002933944,0.00003654746,0.00007947612,0.0001100385,0.000008457611,0.001451018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01834674,"threshold_uncertainty_score":0.03647989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1911827988979943,"score_gpt":0.370669596703608,"score_spread":0.1794867978056137,"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."}}