{"id":"W4409833428","doi":"10.1007/978-3-031-88071-1_10","title":"Optimal Design of Opaque Distribution Channels: Posted Price vs. Name-Your-Own Price Mechanisms","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in management and industrial engineering","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Opacity; Distribution (mathematics); Advertising; Econometrics; Economics; Computer science; Business; Mathematics; Physics; Optics; Mathematical analysis","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":[0.005736235,0.001269618,0.001707219,0.0008766706,0.0007380525,0.004527742,0.003182007,0.002278249,0.01141926],"category_scores_gemma":[0.01717866,0.00142912,0.0009310702,0.0009531417,0.002258015,0.006048755,0.002493631,0.002401648,0.001057727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002472362,"about_ca_system_score_gemma":0.003190253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116423,"about_ca_topic_score_gemma":0.001312668,"domain_scores_codex":[0.9965822,0.001737955,0.0001172437,0.0003986423,0.0005558467,0.0006081173],"domain_scores_gemma":[0.9834132,0.01246128,0.001248051,0.001337107,0.0009461247,0.0005941921],"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":[0.0007144638,0.0002898691,0.0005139186,0.0003136648,0.00007954358,0.00009623417,0.0002069895,0.2142475,0.003657383,0.6985846,0.008136522,0.07315928],"study_design_scores_gemma":[0.0002747474,0.0001766706,0.0001947885,0.00005811083,0.00008895014,0.00007334361,0.00007628259,0.6173267,0.001941602,0.3766735,0.003068768,0.00004652205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04437946,0.0008439812,0.9269211,0.001308662,0.0001582723,0.0001753078,0.0001561289,0.0004676107,0.02558951],"genre_scores_gemma":[0.8966417,0.0008679396,0.0930012,0.0002343371,0.0002046651,0.0001885375,0.00006764992,0.0001742314,0.008619674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01141926,"threshold_uncertainty_score":0.03820127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365428527734393,"score_gpt":0.2093204566621842,"score_spread":0.1856661713848402,"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."}}