{"id":"W7126165129","doi":"10.46254/wc02.20250139","title":"Dynamic Pricing in the Presence of Social Intervention and Consumer Learning","year":2025,"lang":"","type":"article","venue":"","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Purchasing; Dynamic pricing; Pricing strategies; Product (mathematics); Monopolistic competition; Intervention (counseling); Value (mathematics); Profit (economics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002206071,0.0006334275,0.001050077,0.000443408,0.0007587235,0.002758306,0.001088261,0.002600535,0.01027449],"category_scores_gemma":[0.009434596,0.0004181841,0.000867558,0.000348468,0.002627671,0.003141808,0.001733791,0.002221868,0.0004495448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193198,"about_ca_system_score_gemma":0.001316857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004902083,"about_ca_topic_score_gemma":0.003285374,"domain_scores_codex":[0.9982803,0.0007875434,0.00004036618,0.0002799121,0.0001670913,0.0004448364],"domain_scores_gemma":[0.9915075,0.005388026,0.001677711,0.0004137605,0.0003737163,0.0006392181],"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":[0.001042577,0.001757544,0.0200033,0.000310102,0.0002834427,0.002651203,0.002013673,0.2937225,0.006273366,0.6287424,0.003388083,0.03981191],"study_design_scores_gemma":[0.0002156377,0.0005369441,0.007380444,0.00003085789,0.000117707,0.0002273955,0.0007648801,0.699608,0.0006055448,0.2879179,0.002504304,0.00009043571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833453,0.0005295145,0.1031962,0.005465292,0.0001396395,0.0001461588,0.0001408612,0.0001451969,0.05678428],"genre_scores_gemma":[0.9958637,0.00007833682,0.001024272,0.0000874775,0.0000293786,0.00001702578,0.00000731774,0.000004825885,0.002887698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01027449,"threshold_uncertainty_score":0.03437161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122233347672508,"score_gpt":0.2719705756929896,"score_spread":0.2607482422162645,"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."}}