{"id":"W3124393845","doi":"10.2139/ssrn.2403130","title":"Crowdfunding, Cascades and Informed Investors","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Business; Financial system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001170782,0.0002311572,0.0002212785,0.0003812521,0.0003623148,0.0006852128,0.0003087615,0.00009427503,0.00002687168],"category_scores_gemma":[0.0005811347,0.0002086534,0.00008300617,0.0003766475,0.0001236837,0.002295697,0.0001431158,0.001100636,0.0001736812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003633492,"about_ca_system_score_gemma":0.0003024873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001935656,"about_ca_topic_score_gemma":0.001291888,"domain_scores_codex":[0.9972782,0.000008271631,0.000324706,0.0002286282,0.0002551002,0.001905155],"domain_scores_gemma":[0.9993657,0.00004898003,0.0003246453,0.0001433993,0.00008863198,0.00002861047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002461836,0.00002042522,0.03487243,0.00004943126,0.00004091325,0.000002391488,0.00003340243,0.000006100824,0.000163756,0.9350795,0.001785303,0.02792175],"study_design_scores_gemma":[0.001030822,0.0001169015,0.01238076,0.0001156973,0.00005266132,0.0003536604,0.0005596165,0.0007858706,0.0001002513,0.6367017,0.3472227,0.0005793344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501684,0.0007483939,0.003863918,0.000960616,0.0004093945,0.0001253597,4.697955e-7,0.0001394238,0.04358408],"genre_scores_gemma":[0.9951145,0.0003122084,0.00006153538,0.0009259415,0.001110805,0.000004791493,0.000003565621,0.00004047062,0.002426181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3454374,"threshold_uncertainty_score":0.8508639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009125284211321045,"score_gpt":0.211169546037443,"score_spread":0.2020442618261219,"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."}}