{"id":"W4401916757","doi":"10.1111/jofi.13385","title":"The Working Capital Credit Multiplier","year":2024,"lang":"en","type":"article","venue":"The Journal of Finance","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiplier (economics); Quarter (Canadian coin); Economics; Working capital; Monetary economics; Capital (architecture); Identification (biology); Business; Finance; Macroeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009012697,0.0001051593,0.0001138193,0.00006098452,0.0004227142,0.0003603987,0.0004787818,0.00003227936,0.0000128326],"category_scores_gemma":[0.00006666023,0.00005082817,0.0001015249,0.0003754721,0.0001096085,0.0005992585,0.0000947636,0.0003674198,0.0002266251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002141852,"about_ca_system_score_gemma":0.00002892447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002442263,"about_ca_topic_score_gemma":0.00002150581,"domain_scores_codex":[0.9991729,0.000006204848,0.0002880849,0.00007028649,0.0002418169,0.0002206683],"domain_scores_gemma":[0.9994112,0.0001298177,0.0002197805,0.000147534,0.00008688885,0.000004836706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004524924,0.00008379877,0.004815426,0.0002039692,0.0001278264,0.0002254005,0.001732875,0.001861923,0.0008071598,0.2005314,0.1565226,0.6326352],"study_design_scores_gemma":[0.0001354249,0.00001800529,0.02037618,0.000371575,0.0000397101,0.0000450683,0.0001332354,0.003724623,0.00003988137,0.01048443,0.9645147,0.0001172102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622899,0.01631517,0.0003986098,0.005640871,0.005491258,0.00009602105,5.360294e-7,0.00003958006,0.009728],"genre_scores_gemma":[0.9915211,0.000853857,0.00003741814,0.0003439347,0.00592496,0.000001560931,2.394447e-7,0.00001508521,0.001301908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.807992,"threshold_uncertainty_score":0.3475333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104097809449528,"score_gpt":0.2005557815550188,"score_spread":0.1895148034605235,"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."}}