{"id":"W1769589276","doi":"10.2139/ssrn.2442954","title":"Gender Dynamics in Crowdfunding (Kickstarter): Evidence on Entrepreneurs, Investors, Deals and Taste Based Discrimination","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":198,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Taste; Dynamics (music); Capital (architecture); Gender discrimination; Demographic economics; Psychology; Business; Advertising; Economics; Geography","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":[0.002546954,0.0001442403,0.0002697915,0.001416737,0.001066666,0.001279688,0.0004711187,0.001010075,0.008683675],"category_scores_gemma":[0.01231669,0.0001522336,0.0001967266,0.001313632,0.001478266,0.001189958,0.001354151,0.0007163532,0.0005186694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686092,"about_ca_system_score_gemma":0.000478324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008476734,"about_ca_topic_score_gemma":0.01381287,"domain_scores_codex":[0.9987023,0.0004398734,0.00007088925,0.0001687662,0.0003080617,0.0003101564],"domain_scores_gemma":[0.9829658,0.005961886,0.007891469,0.0006579628,0.0006052149,0.001917527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005334808,0.0004216223,0.9704307,0.00004802669,0.00005369135,0.0003111858,0.006848502,0.00005131005,0.0003866937,0.002064249,0.0010013,0.01784926],"study_design_scores_gemma":[0.00001355932,0.00009567439,0.9884879,0.00004644716,0.00002000184,0.0001518208,0.008412159,0.00006591596,0.0001195161,0.0009147289,0.001661152,0.00001111858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947871,0.0002732844,0.0000651213,0.0002937447,0.000009795691,0.000006570836,0.0001043413,0.000001390541,0.004458557],"genre_scores_gemma":[0.9988193,0.0001090929,0.00002784277,0.00007494492,0.00001142467,0.000005427117,0.00004362228,0.000001681631,0.0009066757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008683675,"threshold_uncertainty_score":0.02904981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103482876068477,"score_gpt":0.2343832705103288,"score_spread":0.213348441749644,"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."}}