{"id":"W7100148718","doi":"","title":"Summary","year":2005,"lang":"en","type":"article","venue":"","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prospectus; Initial public offering; Earnings; Firth; Equity (law); Corporate governance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009982251,0.000641916,0.0005588551,0.001349274,0.001907298,0.004808607,0.001531034,0.002364786,0.6333238],"category_scores_gemma":[0.004173943,0.0002633106,0.0005543834,0.001433075,0.0005174283,0.002778237,0.00357406,0.001765662,0.5025088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500392,"about_ca_system_score_gemma":0.002828579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002919158,"about_ca_topic_score_gemma":0.003498651,"domain_scores_codex":[0.9987881,0.000152218,0.00007914229,0.0002690962,0.0005041625,0.000207401],"domain_scores_gemma":[0.9981711,0.0001928455,0.00008186772,0.0002745521,0.0007905155,0.0004891346],"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":[0.0000537927,0.00003162801,0.000534809,0.000218018,0.000003984868,0.0001425628,0.0001187901,0.00009108333,0.0001948884,0.01119588,0.8607034,0.1267111],"study_design_scores_gemma":[0.000003237955,0.00001066461,0.0003862649,0.00006344631,0.000001084577,0.00006063762,0.00006809738,0.00001899628,0.00005750765,0.001019673,0.998307,0.000003345432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001712053,0.003531273,0.002513613,0.01665051,0.02313528,0.0003596836,0.01084461,0.001394022,0.939859],"genre_scores_gemma":[0.007954062,0.002377461,0.001208752,0.006926745,0.003129629,0.0001589119,0.006750512,0.0003920933,0.9711019],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3666762,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008582441172609107,"score_gpt":0.2015249993184937,"score_spread":0.1929425581458846,"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."}}