{"id":"W4387586939","doi":"10.2139/ssrn.4600033","title":"Equity Issuance and Cash Savings: New Evidence","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College Saint-Jean; University of Alberta","funders":"","keywords":"Equity (law); Business; Cash; Monetary economics; Financial system; Finance; Economics","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":[0.005728918,0.0004870308,0.0008120299,0.00260143,0.0006233642,0.002857973,0.001689791,0.002090427,0.02636478],"category_scores_gemma":[0.04782206,0.0003985479,0.001044622,0.003588455,0.002103572,0.003020478,0.00178512,0.002228828,0.001879927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003974673,"about_ca_system_score_gemma":0.0009342778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008386221,"about_ca_topic_score_gemma":0.009222715,"domain_scores_codex":[0.9982569,0.0005676772,0.0002486812,0.0003278368,0.0003497875,0.0002492119],"domain_scores_gemma":[0.8737921,0.09743723,0.01907816,0.004357253,0.002974065,0.002361211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004117262,0.0007752712,0.9251494,0.001317487,0.001473668,0.0008595886,0.00115229,0.000266512,0.0002015202,0.00480305,0.004152503,0.05573146],"study_design_scores_gemma":[0.0003417319,0.0005454151,0.9707276,0.001359264,0.002779171,0.0009711224,0.002557703,0.0004170898,0.0004179638,0.007966366,0.01187298,0.000043726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.87665,0.09172846,0.000805842,0.006117601,0.0002830862,0.00003781039,0.003571068,0.00001960164,0.02078652],"genre_scores_gemma":[0.9650421,0.02736719,0.0003247742,0.00087922,0.000664598,0.00002042276,0.002264821,0.00001992491,0.00341698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02636478,"threshold_uncertainty_score":0.08819896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05680400745466457,"score_gpt":0.3088418183846515,"score_spread":0.2520378109299869,"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."}}