{"id":"W2559962361","doi":"10.2139/ssrn.2844927","title":"Targeted Search and Platform Design","year":2016,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Search cost; Economic surplus; Monopoly; Revenue; Product (mathematics); Market power; Economics; Business; Competition (biology); Targeted advertising; Microeconomics; Industrial organization; Advertising","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":[0.003055306,0.0006735197,0.0007070562,0.001649125,0.001277648,0.004310464,0.001575007,0.002247411,0.01788783],"category_scores_gemma":[0.01795827,0.000704603,0.0008686041,0.001197662,0.001412612,0.006101493,0.002565467,0.00128691,0.004253252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558489,"about_ca_system_score_gemma":0.001938769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001636164,"about_ca_topic_score_gemma":0.001914957,"domain_scores_codex":[0.9966904,0.001346841,0.0001473274,0.0005465304,0.0007973502,0.000471516],"domain_scores_gemma":[0.9929171,0.003375642,0.0004013762,0.001813996,0.001074165,0.0004178116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001276551,0.0006651444,0.005893212,0.0005008481,0.0001689924,0.000491105,0.000956472,0.04051197,0.02716068,0.6251,0.01725024,0.2800249],"study_design_scores_gemma":[0.0001608363,0.0005223745,0.001699511,0.00008121752,0.0001787216,0.000671286,0.0004036316,0.4182904,0.01746503,0.5392066,0.02125366,0.00006681727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1727677,0.001427865,0.7223794,0.002163948,0.0001949381,0.0006567024,0.0003830657,0.002675795,0.0973506],"genre_scores_gemma":[0.8865764,0.0004012585,0.080149,0.0002837171,0.00005988323,0.0002434357,0.0002334352,0.0003454159,0.03170737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01788783,"threshold_uncertainty_score":0.05984074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03133190494208084,"score_gpt":0.2543134814029913,"score_spread":0.2229815764609104,"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."}}