{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002722942,0.0001486555,0.0002980112,0.0003029299,0.0001489238,0.0001246948,0.0002402812,0.00004807322,0.00002928292],"category_scores_gemma":[0.0002901235,0.0001391146,0.0001350579,0.0005044051,0.0001264064,0.001130329,0.0002356179,0.0001934229,0.00002361204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003061306,"about_ca_system_score_gemma":0.00002307945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003286333,"about_ca_topic_score_gemma":0.000007860733,"domain_scores_codex":[0.9988274,0.000005169361,0.0004918336,0.000163925,0.0003241246,0.0001875209],"domain_scores_gemma":[0.9990319,0.00002147164,0.00069845,0.00007241234,0.0001496121,0.00002615759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004401106,0.0001780717,0.1803128,0.0009297146,0.00008669903,0.0003096654,0.000386305,0.0007269642,0.0001846986,0.3918476,0.01375095,0.4108464],"study_design_scores_gemma":[0.001716461,0.0001218738,0.2117555,0.0003494378,0.0002127347,0.00001144804,0.0004126677,0.001051904,0.0001077998,0.0107808,0.7731404,0.0003389358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913045,0.0006183442,0.0672438,0.0006688507,0.0008630876,0.0002211453,0.00001297247,0.00003706869,0.01728971],"genre_scores_gemma":[0.9969457,0.0003388838,0.001284486,0.0005037513,0.0008623925,0.000001366677,0.000001833659,0.00001153371,0.00005009506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7593895,"threshold_uncertainty_score":0.5672929,"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."}}