{"id":"W4414518946","doi":"10.3390/jrfm18100541","title":"Working Capital Management and Profitability in India’s Cement Sector: Evidence and Sustainability Implications","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Profitability index; Working capital; Market liquidity; Cash conversion cycle; Sustainability; Endogeneity; Accrual; Robustness (evolution); Panel data","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":[0.0005360002,0.0001779486,0.0001259855,0.001362536,0.0003372835,0.001347516,0.000462169,0.0002319371,0.001129479],"category_scores_gemma":[0.002394036,0.00008908518,0.0002574091,0.002055458,0.0009372007,0.0006828741,0.0007585909,0.0005364029,0.0001749964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007207635,"about_ca_system_score_gemma":0.001052229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02141458,"about_ca_topic_score_gemma":0.02685389,"domain_scores_codex":[0.9996839,0.000061105,0.00002234143,0.00003723605,0.00009174627,0.0001037426],"domain_scores_gemma":[0.9948233,0.001311515,0.002823737,0.0002102898,0.0004530578,0.0003781034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005252248,0.00007083119,0.9730656,0.00008779242,0.000063862,0.0002912352,0.0007744016,0.000710738,0.0001495486,0.00195039,0.001062899,0.02172011],"study_design_scores_gemma":[0.000002484304,0.00003522995,0.9945443,0.00007004849,0.00006268761,0.0001392577,0.001215556,0.0006271168,0.0002529816,0.0009831185,0.002058044,0.000009146886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904343,0.002037989,0.0002722887,0.001133399,0.00000943067,0.000006346045,0.0003784424,0.00001306532,0.005714737],"genre_scores_gemma":[0.999009,0.0005527186,0.00004966963,0.00004030106,0.00001439557,0.000001514677,0.0001101135,0.000001058807,0.0002211999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02141458,"threshold_uncertainty_score":0.04257989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009378879359432237,"score_gpt":0.2232572376911708,"score_spread":0.2138783583317385,"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."}}