{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009828357,0.0006689873,0.0008535075,0.001508369,0.0009846105,0.006791354,0.001285665,0.00209542,0.00674109],"category_scores_gemma":[0.06685643,0.0007493461,0.001094648,0.001175732,0.002705948,0.010874,0.001766601,0.001890595,0.0008809361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002521062,"about_ca_system_score_gemma":0.002227459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002000314,"about_ca_topic_score_gemma":0.001242039,"domain_scores_codex":[0.9914704,0.004938797,0.000429495,0.0007262199,0.001960138,0.0004749393],"domain_scores_gemma":[0.9411002,0.04667074,0.004153879,0.004358757,0.002771371,0.000945034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001071707,0.0006248251,0.0229404,0.0007353467,0.0002692696,0.0003749871,0.002534705,0.0797276,0.01163083,0.7686151,0.002360317,0.1091149],"study_design_scores_gemma":[0.0005967717,0.00171151,0.01634821,0.000267651,0.0004342857,0.00108723,0.001455317,0.3903634,0.01069477,0.5618088,0.01501083,0.0002211926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3615639,0.001175012,0.5375074,0.004187427,0.0001501274,0.0006759221,0.0002429126,0.0004507978,0.09404642],"genre_scores_gemma":[0.9619141,0.0002438566,0.03312125,0.0001281142,0.00004855057,0.0001403367,0.00004687833,0.00009061104,0.004266249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009828357,"threshold_uncertainty_score":0.05197793,"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."}}