{"id":"W3126037212","doi":"","title":"The Survival and Success of Canadian Penny Stock IPOs","year":2009,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council of Canada; Autorité des Marchés Financiers","keywords":"Initial public offering; Revenue; Finance; Business; Economics; Financial system","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001116611,0.0002611545,0.0002786533,0.002087658,0.001373136,0.002154219,0.000662573,0.0006279854,0.004371988],"category_scores_gemma":[0.004835716,0.0001505729,0.0003167868,0.001576433,0.0008740549,0.000778066,0.0008871914,0.0006443599,0.000574998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01058658,"about_ca_system_score_gemma":0.005356671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7948018,"about_ca_topic_score_gemma":0.832261,"domain_scores_codex":[0.9993963,0.00002348272,0.00001340941,0.00007507414,0.000213788,0.0002779446],"domain_scores_gemma":[0.9954657,0.0006583919,0.00152725,0.0001943284,0.001384755,0.0007695814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003165464,0.000049099,0.9585783,0.00004730368,0.00008930662,0.0002823182,0.0009403796,0.003314385,0.0009333588,0.002633899,0.003364685,0.02945036],"study_design_scores_gemma":[0.000007814106,0.00009025072,0.9875184,0.00002337339,0.00004693187,0.0001155019,0.001104025,0.002463289,0.0006170465,0.0003081047,0.007673154,0.0000321061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853403,0.0008331336,0.0002096953,0.0004306716,0.0000109779,0.00002001263,0.002420365,0.00001935369,0.01071558],"genre_scores_gemma":[0.9916495,0.0004972159,0.00005265947,0.00003070704,0.000009238926,0.000005898095,0.00109337,0.000003769313,0.006657613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2051982,"threshold_uncertainty_score":0.4128132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678716880632591,"score_gpt":0.2685104983553351,"score_spread":0.2317233295490092,"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."}}