{"id":"W4388075675","doi":"10.3390/jrfm16110468","title":"Role of Bank Credit and External Commercial Borrowings in Working Capital Financing: Evidence from Indian Manufacturing Firms","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Working capital; Business; Emerging markets; Monetary economics; Currency; External financing; Debt; Finance; Debt financing; Trade credit; Internal financing; Capital structure; Financial system; 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":[0.001093291,0.00019891,0.0002615357,0.00164654,0.0005853095,0.001898726,0.0006773465,0.0004917338,0.002290828],"category_scores_gemma":[0.005710508,0.0001899926,0.0005387466,0.002742735,0.0008583234,0.0006548127,0.001329523,0.0007828813,0.0003452813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005990843,"about_ca_system_score_gemma":0.0007583824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04244349,"about_ca_topic_score_gemma":0.03658203,"domain_scores_codex":[0.9994277,0.0001662032,0.00006651226,0.0000754288,0.00009370237,0.0001705341],"domain_scores_gemma":[0.9833326,0.006109037,0.007582028,0.0007624493,0.0008765082,0.001337354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004639297,0.00007643622,0.9948052,0.00002932245,0.00004323101,0.0001896386,0.0006398516,0.0002750687,0.00008654364,0.0002425085,0.0002051253,0.003360675],"study_design_scores_gemma":[0.00000561806,0.00004452178,0.9962773,0.00003202443,0.00006275739,0.0001073112,0.002063179,0.0006681889,0.0001127593,0.0001276053,0.0004906051,0.000008095748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982766,0.0003143966,0.00005038843,0.0001568749,0.000001840794,0.00000451327,0.0001693158,0.000002361139,0.001023794],"genre_scores_gemma":[0.9993587,0.0002357173,0.00002782732,0.00002335353,0.000007536517,0.000002212179,0.0001739872,6.767243e-7,0.000170012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04244349,"threshold_uncertainty_score":0.08439285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009844383521926245,"score_gpt":0.1970472059860469,"score_spread":0.1872028224641207,"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."}}