{"id":"W4406023956","doi":"10.1287/mksc.2023.0275","title":"Search Fatigue, Choice Deferral, and Closure","year":2025,"lang":"en","type":"article","venue":"Marketing Science","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deferral; Closure (psychology); Economics; Business; Microeconomics; Computer science; Operations management; Finance; Market economy","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":[0.003665007,0.0001183955,0.0001152899,0.0004456982,0.0007442733,0.0008368526,0.0004079233,0.00003249828,0.0001270552],"category_scores_gemma":[0.001346561,0.0001107757,0.00002831515,0.001799701,0.0004514037,0.0008493266,0.000529956,0.0001601114,0.00001638528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002054461,"about_ca_system_score_gemma":0.00006721391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005564088,"about_ca_topic_score_gemma":0.00007580085,"domain_scores_codex":[0.9986929,0.00002524057,0.0001642762,0.0004072881,0.0003269949,0.0003833142],"domain_scores_gemma":[0.999259,0.0002710841,0.00005056872,0.0002352701,0.0001675438,0.0000165555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001755563,0.00001148743,0.9298096,0.0001133508,0.000002383028,0.000001961738,0.00001794518,0.000003176246,0.002176679,0.001455584,0.0009235727,0.06546675],"study_design_scores_gemma":[0.0001830046,0.000001470078,0.9753722,0.0001224573,0.00002274538,9.94015e-7,0.0001254899,0.002276517,0.00009608832,0.0001546188,0.02150058,0.0001438205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.857887,0.0001612176,0.00009678397,0.0009933293,0.0003076616,0.0001207722,3.251177e-7,0.0000931922,0.1403397],"genre_scores_gemma":[0.9977399,0.000008896068,0.0002401714,0.0007850693,0.0001064471,0.00000606301,9.106282e-7,0.000006705172,0.001105801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1398529,"threshold_uncertainty_score":0.8069789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03420222182834155,"score_gpt":0.3007136748356826,"score_spread":0.2665114530073411,"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."}}