{"id":"W3199317863","doi":"10.1287/mnsc.2021.4060","title":"Chasing Diamonds and Crowns: Consumer Limited Attention and Seller Response","year":2021,"lang":"en","type":"article","venue":"Management Science","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Econometrics; Economics; Discontinuity (linguistics); Shock (circulatory); Focus (optics); Regression discontinuity design; Microeconomics; Statistics; Mathematics","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":[0.001324283,0.000139237,0.0001218919,0.0004118682,0.0005697234,0.0009297008,0.0001516861,0.00002570386,0.0001137269],"category_scores_gemma":[0.0001292045,0.0001385555,0.00002503236,0.001163258,0.000313451,0.0011908,0.0006971667,0.00007760317,0.00003555702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002036295,"about_ca_system_score_gemma":0.00001243665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003990266,"about_ca_topic_score_gemma":0.00002338925,"domain_scores_codex":[0.9986474,0.0000227582,0.0001761647,0.0005147057,0.0003254866,0.0003134923],"domain_scores_gemma":[0.9994752,0.00005711732,0.00007926586,0.0002592698,0.0001032155,0.00002596974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002277145,0.0001277786,0.6311256,0.0003899507,0.0000430806,0.0003079913,0.0002123484,0.000004927535,0.03863198,0.009614004,0.001415572,0.317899],"study_design_scores_gemma":[0.0005299648,0.000004533289,0.9489928,0.000087107,0.0001074787,0.0000108946,0.0006863209,0.001846739,0.000138005,0.0003266328,0.0470156,0.0002538805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98492,0.0003828364,0.0002851622,0.00139243,0.0002583553,0.0001677968,5.708104e-7,0.00008173567,0.01251109],"genre_scores_gemma":[0.9966301,0.0001263702,0.0004325068,0.0009486037,0.0000449413,0.00001044207,0.000003423878,0.00001104976,0.001792517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3178672,"threshold_uncertainty_score":0.8965126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01923323890630819,"score_gpt":0.2419761267444793,"score_spread":0.2227428878381711,"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."}}