{"id":"W4409646179","doi":"10.2139/ssrn.5221270","title":"Dynamic Pricing Under Downward Sloping Demands","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002283124,0.0007667135,0.001431042,0.0007921276,0.0007244922,0.0045754,0.001309501,0.002452652,0.01103105],"category_scores_gemma":[0.01351251,0.0009006827,0.0009666322,0.001073648,0.002049509,0.005819458,0.001520231,0.003498875,0.001103901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466248,"about_ca_system_score_gemma":0.0007008627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002161651,"about_ca_topic_score_gemma":0.0009060765,"domain_scores_codex":[0.9986495,0.000504158,0.00006158359,0.0002124935,0.0002399678,0.0003322361],"domain_scores_gemma":[0.9936091,0.003822465,0.0006794741,0.000620193,0.0007008084,0.0005679458],"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":[0.0002897427,0.0001332955,0.001655774,0.0001038067,0.00003558405,0.0008243765,0.0003057361,0.111108,0.004875201,0.8639282,0.004432236,0.01230808],"study_design_scores_gemma":[0.000044236,0.00005190473,0.0008995972,0.00001246687,0.00001645592,0.0002806517,0.0001429086,0.4539131,0.0004223243,0.5430422,0.001140101,0.00003412489],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5499126,0.0008482853,0.390492,0.005775429,0.0003385765,0.0000626658,0.0005696302,0.0004090909,0.05159172],"genre_scores_gemma":[0.9806309,0.0003731983,0.004649543,0.00016306,0.0002047786,0.00002047422,0.0001440116,0.00008840785,0.01372565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01103105,"threshold_uncertainty_score":0.03690261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511235347713846,"score_gpt":0.2334473164081496,"score_spread":0.2183349629310112,"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."}}