{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002172121,0.0001453877,0.0004238777,0.000393025,0.0005767884,0.001707416,0.000578423,0.001294471,0.01049747],"category_scores_gemma":[0.0234193,0.0002903274,0.00030003,0.0004591704,0.001206965,0.001531986,0.0009536507,0.001310131,0.0004915899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000931992,"about_ca_system_score_gemma":0.0003735037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005697149,"about_ca_topic_score_gemma":0.00499348,"domain_scores_codex":[0.9988589,0.0004616104,0.00005264218,0.000261508,0.0001951248,0.0001701798],"domain_scores_gemma":[0.9774674,0.01536477,0.004481718,0.001045145,0.0008510588,0.0007899613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002674091,0.001007138,0.796189,0.0003371313,0.0002865551,0.001554648,0.009144871,0.006713806,0.01039909,0.05647602,0.01078483,0.104433],"study_design_scores_gemma":[0.0001585224,0.0004732121,0.8993985,0.00006234919,0.0001168208,0.0004207991,0.006755592,0.04382302,0.00229758,0.04128593,0.005113801,0.00009386261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694912,0.0002969527,0.006190808,0.002060105,0.00003110362,0.00005959001,0.000159662,0.00005302027,0.02165757],"genre_scores_gemma":[0.9984574,0.00003298005,0.0003210387,0.0001818061,0.00001111751,0.000009365796,0.00002664619,0.000005522285,0.0009541062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049747,"threshold_uncertainty_score":0.03511757,"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."}}