{"id":"W3124172922","doi":"","title":"Capacity Selection under Uncertainty with Ratio Objectives","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Newsvendor model; Profitability index; Economics; Microeconomics; Profit (economics); Econometrics; Capacity utilization; Unit cost; Business","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":[0.002636985,0.0001890049,0.0001826548,0.0003268182,0.0005424335,0.0001526934,0.0001775577,0.00006035126,0.00006882953],"category_scores_gemma":[0.00009058268,0.0001499917,0.00009410494,0.0008173811,0.00007705612,0.001243177,0.00002502611,0.001226334,0.00004895015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009223159,"about_ca_system_score_gemma":0.0002838429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002858866,"about_ca_topic_score_gemma":0.01270119,"domain_scores_codex":[0.9976331,0.0000258645,0.0002433147,0.0002318625,0.0002880101,0.001577869],"domain_scores_gemma":[0.999225,0.00005628163,0.0003124319,0.0001196394,0.0002691146,0.0000174977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004128057,0.00007788493,0.006145462,0.000009705732,0.0003472348,0.000003919516,0.00005234308,0.05035158,0.00158008,0.9335198,0.00002463335,0.007474577],"study_design_scores_gemma":[0.0009467918,0.0001021874,0.003155841,0.00002699877,0.0002317952,0.0002087026,0.003839774,0.005055928,0.0003104356,0.9837722,0.00192805,0.0004213489],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5590948,0.00009788981,0.436945,0.0003687693,0.00008658037,0.00008627359,1.436568e-7,0.00009805152,0.003222507],"genre_scores_gemma":[0.9973215,0.00003544301,0.0001931028,0.0004407103,0.001225467,0.000002353822,0.000003376304,0.00002986461,0.0007481635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4382268,"threshold_uncertainty_score":0.7087559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007970929374929553,"score_gpt":0.2236426805457529,"score_spread":0.2156717511708234,"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."}}