{"id":"W4380323439","doi":"10.2139/ssrn.4462680","title":"Crowdfunding and Risk","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Business; Medicine","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":[0.002088599,0.0003160576,0.0004441944,0.001595172,0.001837573,0.006322016,0.0003447255,0.004117499,0.01270161],"category_scores_gemma":[0.01165377,0.0001496054,0.0002613081,0.001587975,0.004934717,0.004539285,0.001936226,0.002350941,0.0006829242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002230654,"about_ca_system_score_gemma":0.001684052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004657055,"about_ca_topic_score_gemma":0.005132241,"domain_scores_codex":[0.9988708,0.000387422,0.00005234723,0.0001570187,0.0003415224,0.0001908447],"domain_scores_gemma":[0.9939473,0.003245054,0.001217573,0.0003013274,0.0006380013,0.0006506794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005442002,0.0001079328,0.007959894,0.00005958954,0.00003719889,0.000203178,0.001319483,0.001584003,0.0001092928,0.9212034,0.02749221,0.03986939],"study_design_scores_gemma":[0.00001399574,0.00002562262,0.004526332,0.0001283043,0.00001627707,0.0001150137,0.001407193,0.0009717732,0.00006278809,0.9309814,0.06173153,0.00001979529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1852298,0.0651239,0.009342566,0.1880791,0.001623714,0.00004117377,0.0003619736,0.0001021205,0.5500956],"genre_scores_gemma":[0.9634968,0.007178584,0.0003166054,0.002215797,0.001118248,0.00001631863,0.00003200497,0.00001349841,0.02561216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01270161,"threshold_uncertainty_score":0.04249108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0098794465242013,"score_gpt":0.2147432248815803,"score_spread":0.204863778357379,"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."}}