{"id":"W4400358016","doi":"10.1287/msom.2022.0253","title":"Dealership or Marketplace with Fulfillment Services: A Dynamic Comparison","year":2024,"lang":"en","type":"article","venue":"Manufacturing & Service Operations Management","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Revenue; Business; China; Market power; Business model; Marketing; Economics; Industrial organization; Finance; Microeconomics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005041953,0.0005805777,0.000363269,0.0007820752,0.000581432,0.002755789,0.0007728168,0.00008005695,0.0026439],"category_scores_gemma":[0.000002448665,0.0004420854,0.0001049061,0.0009242893,0.00003959276,0.001765694,0.0006360047,0.0002680807,0.002519123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017493,"about_ca_system_score_gemma":0.00002569301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007788378,"about_ca_topic_score_gemma":0.008233787,"domain_scores_codex":[0.9969983,0.00003139263,0.0005833245,0.0009683385,0.0007227597,0.0006959349],"domain_scores_gemma":[0.9989257,0.00003893973,0.00009478365,0.0007939122,0.00009373991,0.00005296614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003075087,0.003678645,0.003811647,0.09225658,0.007184734,0.003527414,0.006738386,0.4421143,0.0003001017,0.1632086,0.08209836,0.1920061],"study_design_scores_gemma":[0.001067226,0.00005589392,0.004891566,0.00104841,0.0005257131,0.000009501463,0.006724831,0.2731503,0.00009765521,0.0002767038,0.7112296,0.0009226583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6701338,0.001051342,0.01663403,0.03131802,0.004067672,0.007435803,0.00003522508,0.004925587,0.2643985],"genre_scores_gemma":[0.9686505,0.0000656563,0.002302592,0.01086399,0.0004980464,0.0005807882,0.00035694,0.0001435787,0.01653794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6291312,"threshold_uncertainty_score":0.9998031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729619853733371,"score_gpt":0.2410929810453998,"score_spread":0.2237967825080661,"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."}}