{"id":"W2042072281","doi":"10.5539/ibr.v2n4p31","title":"The Inventory Problem with A Non-Symmetric Loss Function","year":2009,"lang":"en","type":"article","venue":"International Business Research","topic":"Advanced Queuing Theory Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quantile; Function (biology); Smoothing; Computer science; Mathematical optimization; Econometrics; Bayesian probability; Economics; Mathematics; Statistics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001455261,0.0001378478,0.0001171022,0.0009494313,0.0006020128,0.0006724414,0.0007212548,0.00004652115,0.0001392296],"category_scores_gemma":[0.0006109136,0.00009026224,0.00004996944,0.003550462,0.0001942334,0.00129221,0.0001688518,0.0003230516,0.0004841971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338661,"about_ca_system_score_gemma":0.00005294221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001905453,"about_ca_topic_score_gemma":0.0001052932,"domain_scores_codex":[0.9978427,0.00003101057,0.0002254056,0.0003201911,0.001197563,0.0003830909],"domain_scores_gemma":[0.9965377,0.0001740365,0.0001346353,0.0003032465,0.002834694,0.0000156791],"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":[0.004026054,0.0007960927,0.04788745,0.0001476962,0.0005313458,0.0002039351,0.00008672068,0.01604435,0.001598929,0.7383643,0.02059596,0.1697172],"study_design_scores_gemma":[0.001622429,0.00007300927,0.1906221,0.0002104348,0.00006461107,0.00001561215,0.0002690812,0.01689208,0.00007762333,0.3250327,0.4646406,0.0004797367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4866147,0.0004517014,0.0300817,0.07038103,0.001481894,0.001438202,0.000004298192,0.0004856264,0.4090608],"genre_scores_gemma":[0.9945392,0.00003299663,0.0001128477,0.0005947205,0.001363043,0.00005165022,0.0000290032,0.00002056661,0.003255974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5079245,"threshold_uncertainty_score":0.6484367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179263196496493,"score_gpt":0.31221246483742,"score_spread":0.2804198328724551,"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."}}