{"id":"W36656422","doi":"","title":"Competitive Price-Matching Guarantees in an Uncertain Demand Environment","year":2007,"lang":"en","type":"article","venue":"Les Cahiers du GERAD","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Newsvendor model; Tacit collusion; Collusion; Microeconomics; Economics; Order (exchange); Bertrand competition; Matching (statistics); Competition (biology); Product (mathematics); Demand curve; Industrial organization; Business; Oligopoly; Marketing; Cournot competition; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00299243,0.0009659146,0.001530638,0.0006603728,0.0008990763,0.002719817,0.001994861,0.002443489,0.005055571],"category_scores_gemma":[0.01610904,0.0009968437,0.001189541,0.0007754261,0.002447336,0.004424959,0.001968639,0.002111116,0.0005138593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001800091,"about_ca_system_score_gemma":0.001106862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005159758,"about_ca_topic_score_gemma":0.00346452,"domain_scores_codex":[0.9970879,0.0008859875,0.0001499086,0.0006053684,0.0006263137,0.0006445893],"domain_scores_gemma":[0.9826392,0.01055274,0.004132922,0.001138089,0.000961187,0.0005758947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003459375,0.0001771805,0.00289376,0.0001507852,0.0000938003,0.001106543,0.0004573984,0.4805373,0.003309947,0.5014381,0.001489086,0.008000134],"study_design_scores_gemma":[0.00006582155,0.0001311986,0.001124513,0.00001491419,0.00003665971,0.0001532076,0.0001699399,0.8526672,0.0006344852,0.1439807,0.0009663075,0.00005515111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5093091,0.0003760206,0.4590754,0.001730016,0.00006681544,0.0001524235,0.0009134635,0.0003146016,0.02806219],"genre_scores_gemma":[0.9900773,0.0001531009,0.007354138,0.00005375814,0.00002866253,0.00004202522,0.00007557364,0.00002017215,0.002195203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005159758,"threshold_uncertainty_score":0.01691258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251459064321303,"score_gpt":0.2140836852430096,"score_spread":0.2015690945997965,"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."}}