{"id":"W4312678928","doi":"10.2139/ssrn.4280419","title":"Cash Holding, Rollover Risk and M&A","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Rollover (web design); Cash; Business; Finance; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008724898,0.000179948,0.0002449277,0.0008864382,0.0003811982,0.002208818,0.0003794061,0.001134304,0.02908905],"category_scores_gemma":[0.009383441,0.0001173152,0.000258003,0.0007727609,0.0005988274,0.001660836,0.0005382628,0.001228605,0.002283743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005503023,"about_ca_system_score_gemma":0.0004902736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812686,"about_ca_topic_score_gemma":0.002819852,"domain_scores_codex":[0.9997502,0.00005776438,0.00001908317,0.00003919624,0.00006549402,0.00006821202],"domain_scores_gemma":[0.9891075,0.006206676,0.002809356,0.0002420487,0.000414938,0.001219483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001622992,0.0009285707,0.8112687,0.0002517123,0.000205057,0.001348407,0.0002856523,0.02332413,0.001632101,0.06440397,0.01880699,0.07592167],"study_design_scores_gemma":[0.0000862251,0.0009687968,0.7799603,0.0001930838,0.0002562454,0.001403153,0.00114384,0.09185334,0.001541789,0.1078138,0.01467356,0.0001058168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685841,0.002997367,0.003411608,0.003068679,0.0001170596,0.00002003188,0.001583769,0.0001334902,0.02008397],"genre_scores_gemma":[0.9907908,0.0003061814,0.0001745261,0.00005799272,0.00009598173,0.000005317325,0.0002746735,0.000006452066,0.008287944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02908905,"threshold_uncertainty_score":0.09731251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652973616185667,"score_gpt":0.2134738468872699,"score_spread":0.1969441107254133,"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."}}