{"id":"W4282010828","doi":"10.1287/mksc.2022.1370","title":"Platform Search Design: The Roles of Precision and Price","year":2022,"lang":"en","type":"article","venue":"Marketing Science","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Industrial organization; Microeconomics; Economics; Econometrics; Marketing; Business","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":[0.01219811,0.00007154104,0.0000808903,0.000204233,0.0012264,0.0002313371,0.0005552733,0.000009036336,0.0002577312],"category_scores_gemma":[0.0006018823,0.00005250698,0.00002114613,0.001162738,0.0002573039,0.0005147616,0.001166607,0.0001466999,0.000002737823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000203183,"about_ca_system_score_gemma":0.00005103758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000821783,"about_ca_topic_score_gemma":0.000006815395,"domain_scores_codex":[0.9986989,0.0000490218,0.0001556195,0.0002330069,0.0006256645,0.0002378022],"domain_scores_gemma":[0.9989957,0.0006002803,0.0001032951,0.0002009797,0.00009066422,0.000009036557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003628349,0.000072147,0.2988544,0.0001309169,0.000006417678,0.000008163085,0.0009779705,0.0006807486,0.02697685,0.001513547,0.0007753263,0.6696407],"study_design_scores_gemma":[0.0003679736,0.00002487931,0.9228359,0.00006460564,0.00003879167,0.00001781449,0.003021725,0.05717229,0.0007988066,0.0005764114,0.01481321,0.0002676297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860501,0.0001188921,0.000331581,0.0002673692,0.0001381305,0.0002051739,5.849525e-7,0.00002805942,0.01286009],"genre_scores_gemma":[0.9993696,0.000005459397,0.0002885999,0.0001380391,0.00004131683,0.0000121911,3.967135e-7,0.000006008233,0.0001383706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.669373,"threshold_uncertainty_score":0.94326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03660345817919055,"score_gpt":0.261358886451532,"score_spread":0.2247554282723414,"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."}}