{"id":"W1128326779","doi":"","title":"A Work-Systems Approach to Classifying Risks in Crowdfunding Platforms: An Exploratory Analysis.","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Equity crowdfunding; Risk management; Vendor; Work (physics); Quality (philosophy); Risk analysis (engineering); Legal risk; Risk management framework; Operational risk; Equity (law); Marketing; Knowledge management; IT risk management; Finance; Computer science; Seed money; Engineering","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":[0.006143842,0.0005665438,0.0002844303,0.0121679,0.002333068,0.00341955,0.0008928116,0.0008495852,0.002683038],"category_scores_gemma":[0.01770866,0.0002806245,0.0008422125,0.008004975,0.001565377,0.003674558,0.003762715,0.0008852425,0.0005268699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002706895,"about_ca_system_score_gemma":0.002625344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005759222,"about_ca_topic_score_gemma":0.006893626,"domain_scores_codex":[0.9961911,0.001625429,0.0003085242,0.0003186179,0.001163564,0.0003927291],"domain_scores_gemma":[0.9812762,0.01012583,0.003790046,0.0009776042,0.002884324,0.0009460308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002990746,0.0007422611,0.735972,0.0007007777,0.0001533053,0.001256051,0.1208107,0.002547912,0.00304509,0.02286589,0.003710244,0.1078967],"study_design_scores_gemma":[0.00005326049,0.0005456236,0.6483778,0.0005568039,0.0001484052,0.0008788597,0.255435,0.03664888,0.002356751,0.02686469,0.0279975,0.0001364248],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606081,0.0002488511,0.02165571,0.0007721764,0.00002160833,0.001708483,0.001707139,0.0001091315,0.01316878],"genre_scores_gemma":[0.9799382,0.00008829444,0.01709551,0.00004527738,0.0000100712,0.0007418967,0.0007122508,0.00001490978,0.001353624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0121679,"threshold_uncertainty_score":0.0324921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103861927285131,"score_gpt":0.2798096588558721,"score_spread":0.1759477315707411,"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."}}