{"id":"W2037327357","doi":"10.1016/j.omega.2006.04.002","title":"Evaluating manufacturer's buyback policies in a single-period two-echelon framework under price-dependent stochastic demand","year":2006,"lang":"en","type":"article","venue":"Omega","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Newsvendor model; Profitability index; Incentive; Profit (economics); Microeconomics; Business; Economics; Profit maximization; Finance; Marketing; Supply chain","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0006720236,0.0003512369,0.0003244579,0.0005329119,0.0002165871,0.0006007839,0.0003578388,0.0001282516,0.0005288468],"category_scores_gemma":[0.0001263416,0.0003357686,0.0001045645,0.0005933036,0.00007080197,0.000652215,0.0002909747,0.0002983547,0.0003778448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437638,"about_ca_system_score_gemma":0.00002105094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533017,"about_ca_topic_score_gemma":0.0006346581,"domain_scores_codex":[0.9976772,0.00003423909,0.0004980778,0.0005072973,0.0006204169,0.0006627667],"domain_scores_gemma":[0.9991595,0.00008471763,0.0002554309,0.0004039029,0.00007389235,0.00002252366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004415494,0.002795848,0.04051103,0.001161046,0.0003037573,0.0002089873,0.001792877,0.5543488,0.009026316,0.3513379,0.0202262,0.01784568],"study_design_scores_gemma":[0.01574784,0.0003685121,0.2428556,0.002275235,0.0007136373,0.00003868119,0.009501503,0.1398913,0.001796796,0.5013609,0.07960589,0.005844098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423184,0.0003329336,0.01400571,0.002471835,0.0008852718,0.0008178992,0.000002421679,0.0002667212,0.03889883],"genre_scores_gemma":[0.9932081,0.000001716359,0.0007062329,0.002839773,0.001565383,0.0000730817,0.00003168379,0.00006130146,0.00151271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4144575,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03899440469269302,"score_gpt":0.2869535539557287,"score_spread":0.2479591492630357,"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."}}