{"id":"W2160235054","doi":"10.1287/mnsc.1040.0278","title":"Inventory Management with Asset-Based Financing","year":2004,"lang":"en","type":"article","venue":"Management Science","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":660,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Finance; Loan; Asset (computer security); Production (economics); Newsvendor model; Business; Cash; Constraint (computer-aided design); Cash flow; External financing; Working capital; Economics; Microeconomics; Debt; Computer science; Supply chain","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001195923,0.0004138495,0.000249318,0.00149182,0.0008226822,0.0008804137,0.001456092,0.00003828835,0.0002413609],"category_scores_gemma":[0.00001447612,0.0003627261,0.00009724343,0.003129588,0.0005737514,0.002173926,0.0008160324,0.0001456438,0.001034747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004223306,"about_ca_system_score_gemma":0.00004132114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001879501,"about_ca_topic_score_gemma":0.00007118455,"domain_scores_codex":[0.9959736,0.000007873549,0.0003864424,0.001073265,0.001545324,0.001013525],"domain_scores_gemma":[0.9986106,0.000007687119,0.0002454318,0.0009643883,0.0001130445,0.00005891261],"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":[0.00007795339,0.0004840033,0.006626966,0.000918351,0.00008427785,0.0004777974,0.00005266205,0.02151376,0.00008391288,0.9533291,0.005712063,0.0106391],"study_design_scores_gemma":[0.009232217,0.0001763849,0.08182693,0.001166354,0.000484476,0.000005112785,0.002917657,0.01475913,0.0006845166,0.02198656,0.8642157,0.002544921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1189234,0.00006685482,0.03394248,0.004395002,0.00152836,0.002177272,0.000001313025,0.0009587208,0.8380066],"genre_scores_gemma":[0.9808853,0.00001339385,0.006663047,0.009455613,0.0002836397,0.0002155914,0.00001469035,0.00005342511,0.002415343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9313426,"threshold_uncertainty_score":0.9998825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381745748284034,"score_gpt":0.2080093366150359,"score_spread":0.1941918791321955,"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."}}