{"id":"W3125478488","doi":"10.2139/ssrn.1720122","title":"Optimal Search for Product Information","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Search cost; Product (mathematics); Discounting; Microeconomics; Ex-ante; Value (mathematics); Function (biology); Economics; Willingness to pay; Business; Computer science; 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":[0.002127124,0.0001005715,0.00009277721,0.0002218768,0.0003186662,0.000379926,0.0002154627,0.00003811814,0.0001009954],"category_scores_gemma":[0.00009544854,0.00008879001,0.00007875221,0.0001881393,0.00002163884,0.001990453,0.00004771036,0.001231776,0.0000890457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005744219,"about_ca_system_score_gemma":0.0004122295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009764597,"about_ca_topic_score_gemma":0.0003290973,"domain_scores_codex":[0.9983211,0.00000475212,0.0002032036,0.00009457127,0.000182979,0.001193442],"domain_scores_gemma":[0.9994968,0.00002217828,0.0001099793,0.0001183628,0.0002414729,0.00001118812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002253673,0.0000597056,0.03554346,0.00007094887,0.00006518073,8.737684e-7,0.0001041975,0.00005681626,0.00404436,0.1924559,0.001011092,0.7663621],"study_design_scores_gemma":[0.005005681,0.0001619061,0.0468994,0.00004827724,0.0004387752,0.0005894017,0.004147494,0.00813496,0.001216018,0.05135228,0.8806539,0.001351953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985854,0.00009015728,0.007367395,0.001409485,0.0007435649,0.0002831148,8.961348e-7,0.00005675581,0.004194648],"genre_scores_gemma":[0.9976515,0.00003869721,0.000240752,0.000177215,0.001505292,0.00001090842,0.00001424794,0.00001345831,0.0003479307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8796427,"threshold_uncertainty_score":0.5351521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079166262607737,"score_gpt":0.2440066865784085,"score_spread":0.2332150239523312,"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."}}