{"id":"W3000676144","doi":"10.1007/978-3-031-81653-6_300530","title":"Initial Public Offerings","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"State Capitalism and Financial Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008356168,0.0006382016,0.0005255005,0.002257687,0.0026619,0.007339178,0.001058859,0.002310372,0.6169112],"category_scores_gemma":[0.002349516,0.0004547845,0.0005983924,0.001962798,0.0006699715,0.004330836,0.002708766,0.002830781,0.4016643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694622,"about_ca_system_score_gemma":0.001439562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004540418,"about_ca_topic_score_gemma":0.01330734,"domain_scores_codex":[0.9992946,0.00006505305,0.00001412047,0.00007100224,0.0003833271,0.0001717777],"domain_scores_gemma":[0.9992074,0.0001441636,0.00002235925,0.0001184932,0.0002856764,0.0002219584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000515944,0.00005568856,0.00008639941,0.00004172563,0.000001635227,0.00006109838,0.0001204061,0.00004591142,0.0002324758,0.02382011,0.9364716,0.03901137],"study_design_scores_gemma":[0.000005744682,0.000008711866,0.0003349345,0.00002994403,0.000001130038,0.0000226151,0.00009526107,0.00006522419,0.0001259386,0.003158139,0.996148,0.000004538133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000910658,0.0004671894,0.0003460914,0.001620137,0.001273409,0.0000687019,0.001265743,0.0004383973,0.9936097],"genre_scores_gemma":[0.001877576,0.0001271626,0.0000698489,0.000225555,0.000199244,0.00002030739,0.0003362161,0.0001223153,0.9970219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6169112,"threshold_uncertainty_score":0.5464297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448711447178028,"score_gpt":0.210968182717723,"score_spread":0.1864810682459427,"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."}}