{"id":"W2995296360","doi":"10.2139/ssrn.3282019","title":"Randomized Product Display (Ranking), Pricing, and Order Fulfillment for E-commerce Retailers","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Ranking (information retrieval); Order (exchange); Product (mathematics); Business; E-commerce; Order fulfillment; Advertising; Marketing; Industrial organization; Computer science; Supply chain; Information retrieval; Mathematics; World Wide Web","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":[0.003901749,0.0003294158,0.0005847184,0.0006623082,0.0009332871,0.00186767,0.0008942646,0.001425805,0.01558428],"category_scores_gemma":[0.03802681,0.0003681879,0.0006845437,0.0008365745,0.0008180423,0.002463245,0.0006639236,0.00191277,0.0009327866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001576501,"about_ca_system_score_gemma":0.002923405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01882919,"about_ca_topic_score_gemma":0.02448694,"domain_scores_codex":[0.9984663,0.0008032895,0.00006406316,0.000178747,0.0001912742,0.0002963759],"domain_scores_gemma":[0.9710684,0.0232363,0.002268151,0.001278913,0.001033846,0.001114492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.03122874,0.01623502,0.552528,0.0003837811,0.000390993,0.0006931683,0.001386146,0.1075871,0.004105134,0.08673514,0.01772405,0.1810027],"study_design_scores_gemma":[0.001277424,0.006815133,0.310393,0.00006357702,0.000402956,0.0002949398,0.002790077,0.5847191,0.002275773,0.08687178,0.003894418,0.0002018444],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911885,0.0002632568,0.00326973,0.001272528,0.00003456189,0.00005299472,0.0002236965,0.00007371887,0.003620872],"genre_scores_gemma":[0.9957963,0.00009079088,0.001086275,0.00005022328,0.00001645985,0.00001601871,0.0002445509,0.00001234633,0.002687018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882919,"threshold_uncertainty_score":0.05213463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304782739590733,"score_gpt":0.2479501963739894,"score_spread":0.234902368978082,"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."}}