{"id":"W2280176126","doi":"","title":"Crowdfunding: : popular but ineffective?","year":2014,"lang":"en","type":"article","venue":"International financial law review","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Equity crowdfunding; Seed money; Limit (mathematics); Economics; Political science; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005996957,0.0002899554,0.000425006,0.0001497819,0.0001696093,0.0003103949,0.000677634,0.0000866944,0.0003214078],"category_scores_gemma":[0.00188391,0.0002802371,0.000240276,0.0004189775,0.00009847566,0.001508007,0.0003091159,0.0002242054,0.002371024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034715,"about_ca_system_score_gemma":0.00002097769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000562375,"about_ca_topic_score_gemma":0.0001519147,"domain_scores_codex":[0.9982153,0.00001508514,0.0005133891,0.0004589107,0.0004550557,0.0003422647],"domain_scores_gemma":[0.9989473,0.00005244904,0.0003598251,0.0002856317,0.0003352585,0.00001955716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001190613,0.00005163539,0.001764232,0.0007559266,0.00001194697,0.00001146912,0.000001186933,0.000002098733,0.00009519388,0.9620443,0.01403549,0.02121463],"study_design_scores_gemma":[0.0002332717,0.00001463174,0.003887341,0.002308999,0.00003267861,0.00001009901,4.333575e-7,0.0001740736,0.00007181692,0.02395747,0.9689871,0.0003220896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04065377,0.009445426,0.00994716,0.00879768,0.006906141,0.001495506,0.00004150571,0.0007174928,0.9219953],"genre_scores_gemma":[0.9763331,0.0005061287,0.0002276613,0.01815618,0.00284414,0.000108033,0.0001005849,0.00005432421,0.001669886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9549516,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464263533104524,"score_gpt":0.2453602708752804,"score_spread":0.2307176355442352,"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."}}