{"id":"W2771075157","doi":"10.2139/ssrn.3082460","title":"The Premature Demonization of Stock Repurchases","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Shareholder; Debt; Monetary economics; Business; Earnings; Cash flow; Stock market; Stock (firearms); Financial system; Economics; Finance; Corporate governance","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":[0.002739385,0.000180012,0.0002133612,0.000978957,0.0007404623,0.002232146,0.0005634038,0.001457411,0.006993592],"category_scores_gemma":[0.03242065,0.0002537121,0.000274184,0.0009067614,0.0008320148,0.002175001,0.00091036,0.00147561,0.002376464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006271579,"about_ca_system_score_gemma":0.0009386914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470279,"about_ca_topic_score_gemma":0.00197789,"domain_scores_codex":[0.9988232,0.0001787535,0.0001226659,0.000174478,0.0005495272,0.0001513266],"domain_scores_gemma":[0.9852894,0.004100211,0.003506839,0.003077426,0.00318672,0.0008393652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002110398,0.0003252285,0.2678032,0.0005844337,0.0001711273,0.009929311,0.004338473,0.003394102,0.0677036,0.2565806,0.0345062,0.3525533],"study_design_scores_gemma":[0.0000951019,0.0006524354,0.6702126,0.0003198051,0.00009886269,0.01332689,0.003399196,0.009535683,0.04518989,0.1573745,0.09965682,0.0001382718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9307038,0.003691545,0.01008835,0.007295707,0.0005245908,0.0000588581,0.0007017502,0.0003577898,0.0465776],"genre_scores_gemma":[0.9915182,0.0007257204,0.001157411,0.0004547796,0.000130339,0.000008280522,0.0001517204,0.00004821051,0.005805317],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006993592,"threshold_uncertainty_score":0.0233959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141906179235616,"score_gpt":0.222728777364118,"score_spread":0.2113097155717618,"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."}}