{"id":"W7109167902","doi":"10.2139/ssrn.5846122","title":"Retail Price Ripples","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Guelph","funders":"","keywords":"","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":[0.001420099,0.00048123,0.0007603626,0.004785381,0.002603869,0.01316154,0.001143623,0.00246648,0.08272962],"category_scores_gemma":[0.01257155,0.0008673787,0.0007800021,0.005969002,0.002405906,0.009420649,0.003386162,0.002977076,0.01484735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002822728,"about_ca_system_score_gemma":0.001236344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00649413,"about_ca_topic_score_gemma":0.007655207,"domain_scores_codex":[0.9985276,0.0001212387,0.00006987431,0.0002567207,0.0007510906,0.0002733346],"domain_scores_gemma":[0.9941201,0.002000482,0.0006244376,0.001390508,0.001409069,0.0004554541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00120344,0.0002316688,0.01597586,0.0005301124,0.0001831121,0.001565004,0.007506246,0.001424398,0.001859097,0.375874,0.3549654,0.2386817],"study_design_scores_gemma":[0.00009395486,0.0001046025,0.04444967,0.0004654411,0.0001372623,0.0009130614,0.01069569,0.002929941,0.001442794,0.1847592,0.7538695,0.0001390495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1275081,0.006416484,0.003072357,0.02744454,0.00266349,0.00004751068,0.002288095,0.001461873,0.8290975],"genre_scores_gemma":[0.8235365,0.004153525,0.00114875,0.006015255,0.002799834,0.00004453356,0.001755659,0.0009995024,0.1595464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08272962,"threshold_uncertainty_score":0.2767581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619444788701317,"score_gpt":0.2438392992689577,"score_spread":0.2276448513819445,"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."}}