{"id":"W3114958504","doi":"10.3390/jrfm13120326","title":"Institutional Drivers of Crowdfunding Volumes","year":2020,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tallinna Tehnikaülikool","keywords":"Relevance (law); Per capita; Database transaction; Argument (complex analysis); Democracy; Business; Transaction cost; Service (business); Economics; Marketing; Political science; Finance; Law; Sociology","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":[0.001942929,0.0002113398,0.0003267752,0.003159785,0.0006083823,0.002338818,0.0004566603,0.0006332582,0.005413854],"category_scores_gemma":[0.01997662,0.0001532575,0.0003292857,0.002760343,0.00123536,0.001605935,0.001978397,0.0007848421,0.0004716898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174519,"about_ca_system_score_gemma":0.001183312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00536426,"about_ca_topic_score_gemma":0.005137351,"domain_scores_codex":[0.9980185,0.0005009747,0.000179489,0.0002906717,0.0004966501,0.0005137365],"domain_scores_gemma":[0.963206,0.01148781,0.01935509,0.001127151,0.001942605,0.002881407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009530495,0.0000923612,0.9603039,0.0001318398,0.00007235885,0.0004762602,0.001497579,0.002800933,0.0004269541,0.00720761,0.004200579,0.02269427],"study_design_scores_gemma":[0.00001659685,0.00006863756,0.9714379,0.0002155595,0.00004625037,0.0004166767,0.004479024,0.002458568,0.0004989565,0.004458927,0.01586338,0.00003963303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859518,0.0007626815,0.001400284,0.00135553,0.0000180212,0.00005317714,0.001785707,0.0000665537,0.008606276],"genre_scores_gemma":[0.998007,0.0002406551,0.0002816067,0.00005224683,0.00003155002,0.00002123631,0.0005158884,0.000008374006,0.0008414758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005413854,"threshold_uncertainty_score":0.01811117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108688631356109,"score_gpt":0.1917039029714843,"score_spread":0.1806170166579232,"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."}}