{"id":"W2796627709","doi":"10.1016/j.jbankfin.2019.105612","title":"Elite law firms in the IPO market","year":2019,"lang":"en","type":"article","venue":"Journal of Banking & Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"ASCRS Research Foundation","keywords":"Initial public offering; Issuer; Underwriting; Elite; Business; Investment banking; Monetary economics; Dispersion (optics); Economics; Financial economics; Law; Actuarial science; Finance; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009554425,0.0001265909,0.0002374221,0.00008796349,0.00006626886,0.0001462819,0.0005037814,0.00004650214,0.0001880436],"category_scores_gemma":[0.00003997967,0.00008822275,0.000110305,0.0004924777,0.00003095718,0.000948268,0.00004712772,0.0003176489,0.0001388197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002925459,"about_ca_system_score_gemma":0.00002668925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001639336,"about_ca_topic_score_gemma":0.0001128322,"domain_scores_codex":[0.9988627,0.00001342902,0.0004080863,0.0001338825,0.0003515345,0.0002303457],"domain_scores_gemma":[0.9987125,0.00006689348,0.0008615031,0.0002381525,0.0001179273,0.000003042043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005228003,0.0003136883,0.670519,0.0003485306,0.00003357292,0.0006114561,0.0004123538,0.002084115,0.0003713529,0.189971,0.09202204,0.0427901],"study_design_scores_gemma":[0.0004935163,0.00001549111,0.4662813,0.0003653996,0.00000905442,0.0000181813,0.00002491808,0.00035199,0.000005955912,0.005558243,0.5267734,0.0001026018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411558,0.0006851744,0.00005783882,0.002399991,0.0006701607,0.0001143473,0.000001346002,0.00000704917,0.0549083],"genre_scores_gemma":[0.9931886,0.000195884,0.00009379167,0.005082301,0.0007915635,0.00000209323,5.14694e-7,0.00001273628,0.0006324959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4347514,"threshold_uncertainty_score":0.3597619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010041136119966,"score_gpt":0.2020812992588135,"score_spread":0.1919808878976138,"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."}}