{"id":"W4285338001","doi":"10.1109/iccsmt54525.2021.00110","title":"Analysis and Prediction of Venture Capital Network","year":2021,"lang":"en","type":"article","venue":"","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Venture capital; Computer science; Business; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005422558,0.0003790418,0.0002305138,0.001832619,0.000211865,0.0005206394,0.0003541687,0.0004748796,0.0009951171],"category_scores_gemma":[0.003386956,0.0001406031,0.0002957851,0.001062195,0.0002155002,0.0009435914,0.0003569805,0.000419343,0.0001798827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007296896,"about_ca_system_score_gemma":0.0004061601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009427161,"about_ca_topic_score_gemma":0.007820195,"domain_scores_codex":[0.9997723,0.00006041781,0.00001009925,0.00006732686,0.00004951336,0.000040405],"domain_scores_gemma":[0.9989687,0.0005791602,0.0001597188,0.00006114125,0.0001761045,0.00005514819],"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":[0.0001951919,0.0001338008,0.1461578,0.000143963,0.00009236417,0.0004558378,0.0002197079,0.7043114,0.003473724,0.01484722,0.004427353,0.1255417],"study_design_scores_gemma":[0.000001820267,0.000008258055,0.006355952,0.00000599127,0.0000067742,0.00002275962,0.00002370942,0.9898744,0.0004566783,0.002977483,0.0002631787,0.000003074081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8163932,0.0005572658,0.1756892,0.0006506284,0.00004006203,0.00007687361,0.002029984,0.0004292418,0.004133581],"genre_scores_gemma":[0.9867554,0.0001785657,0.01131659,0.00001454199,0.0000102217,0.00002336336,0.0009212687,0.000005935982,0.0007739933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009427161,"threshold_uncertainty_score":0.01874459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009714809023398309,"score_gpt":0.1932074732405869,"score_spread":0.1834926642171886,"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."}}