{"id":"W4256387692","doi":"10.2139/ssrn.2134136","title":"Firm Specific Risk and IPO Market Cycles","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Initial public offering; Download; Business; Computer science; World Wide Web; Accounting","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":[0.001021421,0.0001803498,0.0002666459,0.00126034,0.0002274375,0.001972973,0.0003250609,0.001321998,0.006275008],"category_scores_gemma":[0.01621357,0.0002052156,0.0003683581,0.001907435,0.0005502874,0.001888858,0.0006854609,0.001265251,0.0005169922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004414934,"about_ca_system_score_gemma":0.0002594559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257033,"about_ca_topic_score_gemma":0.002955099,"domain_scores_codex":[0.9997639,0.00005977142,0.00002491596,0.00004609405,0.00004384182,0.00006141939],"domain_scores_gemma":[0.9760813,0.01073607,0.01013952,0.0006644403,0.0006894023,0.001689256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005787829,0.0001560551,0.962558,0.00005290684,0.0002068636,0.0005241825,0.0002354396,0.009422049,0.0006696556,0.006903565,0.001511171,0.01718128],"study_design_scores_gemma":[0.00002164691,0.0001853637,0.970888,0.00003433036,0.000144175,0.0003782422,0.0003331433,0.01355267,0.0003518572,0.01252597,0.001557773,0.00002698275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930189,0.001154289,0.0006794752,0.0005828096,0.00001420868,0.000007763791,0.0003767069,0.00002564489,0.004140174],"genre_scores_gemma":[0.9985572,0.0002852763,0.00003095456,0.00002117875,0.00003139214,0.000002083906,0.0001745378,0.000004743769,0.0008926605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006275008,"threshold_uncertainty_score":0.02099198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008636234861860067,"score_gpt":0.2025891841849185,"score_spread":0.1939529493230585,"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."}}