{"id":"W4387962248","doi":"10.1108/ijmf-05-2023-0261","title":"Oil price uncertainty and corporate inventory investment","year":2023,"lang":"en","type":"article","venue":"International Journal of Managerial Finance","topic":"Market Dynamics and Volatility","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University","funders":"","keywords":"Endogeneity; Inventory investment; Economics; Inventory valuation; Volatility (finance); Cash flow; Inventory turnover; Investment decisions; Investment (military); Microeconomics; Econometrics; Business; Finance; Production (economics); Stock exchange","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104196,0.00009844697,0.0002407153,0.0002755715,0.00004016191,0.00008360561,0.000333775,0.00004897055,0.00008332475],"category_scores_gemma":[0.000218174,0.0001061693,0.00008480481,0.0001821922,0.00006297365,0.0002345202,0.0001211257,0.000126882,0.00004291621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076714,"about_ca_system_score_gemma":0.00002945447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005444699,"about_ca_topic_score_gemma":0.00001074683,"domain_scores_codex":[0.9989384,0.00001967098,0.0006223909,0.0001783827,0.00009821581,0.000142916],"domain_scores_gemma":[0.9986719,0.00004656559,0.0009903241,0.0001201066,0.0001178084,0.00005327472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005188527,0.0001605281,0.08598241,0.00007778728,0.0003824234,0.0003634173,0.0005160733,0.001943766,0.00008326773,0.8756616,0.0135318,0.0207781],"study_design_scores_gemma":[0.001737884,0.0001219889,0.1019018,0.00009967722,0.000008518527,0.00004259736,0.00004974066,0.1135181,0.0000109071,0.2701575,0.5120364,0.0003149801],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751402,0.0005106413,0.0004075583,0.001897107,0.003280381,0.00003100632,0.00007511842,0.00001624228,0.01864176],"genre_scores_gemma":[0.9923614,0.002021598,0.0004154018,0.0004166407,0.0004203514,0.000004081544,0.00001207766,0.00001287026,0.004335622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6055041,"threshold_uncertainty_score":0.4329457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616197689732923,"score_gpt":0.2361730822496841,"score_spread":0.2000111053523548,"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."}}