{"id":"W3124552746","doi":"10.32920/24134952.v1","title":"Market Structure and Cost Pass-Through in Retail","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Bank of Canada","funders":"","keywords":"Vertical integration; Business; Market structure; Retail market; Product (mathematics); Horizontal and vertical; Industrial organization; Commerce; Marketing; Geometry; Mathematics","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":[0.001041518,0.0002703765,0.0005271801,0.001556972,0.0003363289,0.002278488,0.0005080664,0.0005644576,0.008247253],"category_scores_gemma":[0.008044595,0.0004563922,0.0007448217,0.001303917,0.001142702,0.002964298,0.001216148,0.0006861979,0.0005858852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549655,"about_ca_system_score_gemma":0.0004948209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007148144,"about_ca_topic_score_gemma":0.007386501,"domain_scores_codex":[0.9994872,0.00009034979,0.00003347689,0.0001004772,0.0001373841,0.0001511491],"domain_scores_gemma":[0.9890156,0.004650435,0.0041211,0.001082702,0.0006617036,0.0004684857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000684438,0.0003421209,0.8798109,0.0001013624,0.0003263576,0.0006011578,0.001290591,0.03631574,0.003755012,0.04649745,0.001282129,0.02899269],"study_design_scores_gemma":[0.00004301252,0.0002362861,0.9142447,0.00005160749,0.0001583679,0.0003407576,0.001023409,0.04203835,0.003545873,0.03574464,0.002514448,0.00005863968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958752,0.0001003592,0.001204271,0.00006441108,0.00000128341,0.00000677149,0.0002562268,0.00002462567,0.002466944],"genre_scores_gemma":[0.9988821,0.00003939696,0.0002564412,0.000005587448,0.000003428822,0.000004206207,0.0002223044,0.000008580582,0.0005778282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008247253,"threshold_uncertainty_score":0.0275898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07739969124177005,"score_gpt":0.2498104001220349,"score_spread":0.1724107088802648,"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."}}