{"id":"W2755329559","doi":"10.5430/afr.v6n4p130","title":"Stock Market Liquidity: Financially Constrained Firms and Share Repurchase","year":2017,"lang":"en","type":"article","venue":"Accounting and Finance Research","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Market liquidity; Business; Monetary economics; Stock (firearms); Equity (law); Stock dilution; Finance; Market maker; Financial system; Stock market; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007210864,0.0002218669,0.0002324742,0.0009048902,0.0004257058,0.001801458,0.0003355949,0.001118303,0.008853471],"category_scores_gemma":[0.006677036,0.0001336655,0.0003634568,0.001066828,0.001008888,0.001843554,0.001093578,0.0008455967,0.0003275562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005960006,"about_ca_system_score_gemma":0.0006557748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006975515,"about_ca_topic_score_gemma":0.007640731,"domain_scores_codex":[0.9995986,0.00009816742,0.00004018775,0.00005810112,0.00006576409,0.0001392058],"domain_scores_gemma":[0.9854725,0.003706689,0.008557866,0.0002133406,0.0003408119,0.00170877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005592544,0.0002267675,0.9788651,0.00005690354,0.0001278233,0.0009336489,0.000425698,0.0009269564,0.0006095769,0.006458276,0.0006426276,0.01016735],"study_design_scores_gemma":[0.00004228205,0.0001939775,0.9879738,0.00008884451,0.0001519069,0.0005163018,0.001606612,0.00175762,0.000413477,0.005954319,0.0012739,0.00002692287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930395,0.0008913805,0.0001705826,0.001123909,0.000004946971,0.00001144542,0.0001738588,0.000003083552,0.004581121],"genre_scores_gemma":[0.9994242,0.0001109071,0.00001997621,0.00004002951,0.00001246578,0.000002769688,0.0000594201,5.535373e-7,0.0003296786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008853471,"threshold_uncertainty_score":0.02961779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06527940329344595,"score_gpt":0.3124723253959722,"score_spread":0.2471929221025262,"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."}}