{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00477363,0.0002445483,0.0004222304,0.0002390452,0.0006307272,0.0003303094,0.0002266045,0.00005096497,0.0001137677],"category_scores_gemma":[0.0004313362,0.0001904447,0.0001516634,0.0003106862,0.0001583231,0.0005896109,0.00009679691,0.0006474691,0.00002255308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314549,"about_ca_system_score_gemma":0.0002482251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001723957,"about_ca_topic_score_gemma":0.0006281266,"domain_scores_codex":[0.9973934,0.00004628527,0.0004127915,0.0003287517,0.0002467806,0.001571946],"domain_scores_gemma":[0.9989972,0.0001372461,0.0003184707,0.00019304,0.0003320298,0.00002204564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05544151,0.000302155,0.05128705,0.0003143294,0.001239714,0.000007300045,0.0007911082,0.000008155156,0.00195363,0.258492,0.003891877,0.6262712],"study_design_scores_gemma":[0.3643827,0.0004314001,0.01223724,0.0005029765,0.004283925,0.0006668833,0.003622862,0.009748822,0.0002600783,0.2236108,0.3773552,0.002897084],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639009,0.003092164,0.0188592,0.004347856,0.00106476,0.001506934,0.000001239476,0.0001116041,0.007115401],"genre_scores_gemma":[0.9950497,0.0005525721,0.0002119299,0.0005966129,0.001849738,0.00004099034,0.000007498328,0.00004443913,0.001646495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6233741,"threshold_uncertainty_score":0.7766109,"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."}}