{"id":"W330962615","doi":"","title":"Capacity Management, Investment, and Hedging: Review and Recent Developments","year":2003,"lang":"en","type":"article","venue":"","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Portfolio; Investment (military); Economics; Investment strategy; Investment decisions; Risk management; Capacity utilization; Microeconomics; Risk analysis (engineering); Actuarial science; Business; Financial economics; Finance; Production (economics); Profit (economics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345681,0.0009534404,0.001255795,0.001883728,0.0002863486,0.002489353,0.001055362,0.001761583,0.002467177],"category_scores_gemma":[0.002714253,0.0004097047,0.0004553142,0.005560778,0.001083096,0.002992833,0.0006349195,0.0009314398,0.0005017981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021747,"about_ca_system_score_gemma":0.0008970607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243225,"about_ca_topic_score_gemma":0.001965044,"domain_scores_codex":[0.9994438,0.000164672,0.0000597148,0.00009935951,0.0001978517,0.00003455309],"domain_scores_gemma":[0.9973263,0.001975986,0.0002947917,0.00005289429,0.0003026922,0.00004731707],"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":[0.00009935386,0.0001172304,0.002736289,0.005444854,0.0001519587,0.0003997414,0.0002217613,0.02693062,0.0007143545,0.0866844,0.008675709,0.8678238],"study_design_scores_gemma":[0.00005199559,0.0004559514,0.008689617,0.005293941,0.0003236212,0.002573578,0.001401963,0.04608193,0.002763288,0.2814961,0.6506538,0.000214188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004170595,0.9706668,0.01271137,0.001762736,0.0003282551,0.00001111492,0.00002888068,0.00002249616,0.01029785],"genre_scores_gemma":[0.03513027,0.9565268,0.004928475,0.0002855443,0.001270047,0.0000119125,0.0000544251,0.000008697574,0.001783943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002489353,"threshold_uncertainty_score":0.008253574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0529788643299281,"score_gpt":0.2185789231420543,"score_spread":0.1656000588121262,"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."}}