{"id":"W3125052530","doi":"","title":"Secret Admirers: An Empirical Examination of Information Hiding and Contribution Dynamics in Online Crowdfunding","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Leverage (statistics); Internet privacy; Database transaction; Business; Misinformation; Identity (music); Advertising; Computer science; Computer security","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":[0.005619011,0.0003007737,0.0005395048,0.001737135,0.001757113,0.002696802,0.000947847,0.00103551,0.004650197],"category_scores_gemma":[0.04085042,0.000253724,0.0003011221,0.001901718,0.001818912,0.004510897,0.002361137,0.001721502,0.0008348194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008236596,"about_ca_system_score_gemma":0.0006107899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008762038,"about_ca_topic_score_gemma":0.01102947,"domain_scores_codex":[0.9966536,0.00183234,0.0002016848,0.0004402516,0.0004901538,0.0003819286],"domain_scores_gemma":[0.9365203,0.03704717,0.01887677,0.00336787,0.001562429,0.00262551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004586363,0.001108065,0.9385973,0.0001324417,0.00009914639,0.0003669036,0.02876077,0.001000639,0.0005128852,0.004329687,0.002326585,0.02230688],"study_design_scores_gemma":[0.0000587022,0.0002578413,0.9374326,0.0001204927,0.00006798011,0.0003623022,0.03703588,0.01091149,0.000570781,0.005821447,0.007287511,0.00007303885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964463,0.00009278842,0.0004428651,0.0002583981,0.000004157699,0.00003004615,0.0002617227,0.000008923694,0.002454713],"genre_scores_gemma":[0.9985661,0.00004624013,0.0003403517,0.00004291658,0.00001095367,0.00003066923,0.0002728716,0.000006587386,0.0006833441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008762038,"threshold_uncertainty_score":0.02971649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081335431208489,"score_gpt":0.2459397859946175,"score_spread":0.2351264316825326,"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."}}