{"id":"W4410610363","doi":"10.5267/j.ac.2025.5.002","title":"Unveiling the quantitative impact of capital structure on firm value: A study of manufacturers of food, produce companies in South Africa","year":2025,"lang":"en","type":"article","venue":"Accounting","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Value (mathematics); Capital structure; Industrial organization; Capital (architecture); Agricultural economics; Commerce; Economics; Finance; Geography","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":[0.0004770733,0.0001799129,0.0001657787,0.001378686,0.0006196978,0.001142956,0.0002941385,0.000333631,0.001523855],"category_scores_gemma":[0.002627677,0.0001954891,0.000200885,0.001301172,0.0006594788,0.001207422,0.0008353171,0.0004091842,0.0001405691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271437,"about_ca_system_score_gemma":0.0007196221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0272557,"about_ca_topic_score_gemma":0.04004663,"domain_scores_codex":[0.9997651,0.00005415882,0.00001196764,0.00003808616,0.00003847885,0.00009228343],"domain_scores_gemma":[0.9978357,0.0007118767,0.001124915,0.00005561784,0.0001098855,0.000161936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003514365,0.00004801588,0.9838269,0.00004483288,0.00004364056,0.0007660228,0.007634655,0.0003377739,0.0005385877,0.0007257526,0.0002189524,0.005779663],"study_design_scores_gemma":[0.000002355181,0.00003914719,0.9854339,0.00004066966,0.00001682653,0.0001821363,0.01208387,0.0004299875,0.000180169,0.0001865924,0.001399238,0.000005071927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992773,0.0001249741,0.00004683745,0.0001066144,4.815718e-7,0.000003749861,0.00006910617,3.307463e-7,0.0003707069],"genre_scores_gemma":[0.9996475,0.00009049148,0.00003472959,0.00001390657,0.00000128877,0.00000244994,0.00005095809,3.535046e-7,0.0001583008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0272557,"threshold_uncertainty_score":0.05419415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158799100072925,"score_gpt":0.2552035498983122,"score_spread":0.233615558897583,"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."}}