{"id":"W4310482589","doi":"10.1007/s11002-022-09657-0","title":"How uncertainty affects information search among consumers: a curvilinear perspective","year":2022,"lang":"en","type":"article","venue":"Marketing Letters","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada); Concordia University","funders":"Concordia University; Northwestern University","keywords":"Perspective (graphical); Contrast (vision); Product (mathematics); Econometrics; Computer science; Economics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009936469,0.0001801152,0.0002756416,0.0005339704,0.0007139799,0.001216744,0.0008500839,0.00004485271,0.0005412659],"category_scores_gemma":[0.00518609,0.000160827,0.0001817052,0.0008157404,0.0001892096,0.0009644258,0.0005611279,0.0004978004,0.0001050451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004996805,"about_ca_system_score_gemma":0.00008090605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002690841,"about_ca_topic_score_gemma":0.00003035767,"domain_scores_codex":[0.996119,0.001169372,0.0004032758,0.0004731014,0.001429092,0.0004062079],"domain_scores_gemma":[0.9957139,0.003058321,0.0003237791,0.0005593673,0.0002241151,0.0001204906],"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":[0.0007983263,0.000116082,0.1245262,0.00001502725,0.00005784243,0.00009549126,0.007009827,0.02352758,0.001152711,0.0002044671,0.1285833,0.7139131],"study_design_scores_gemma":[0.003727001,0.0004563816,0.1598749,0.000123022,0.00009622135,0.0001496558,0.3141121,0.1241706,0.0002981626,0.003530497,0.3912636,0.002197888],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846477,0.00002175789,0.0006448737,0.01117205,0.0006916176,0.0002801745,0.00004707902,0.00008300023,0.002411745],"genre_scores_gemma":[0.9974746,0.000001638469,0.0005293895,0.001566271,0.00005903067,0.00003483283,0.00001310892,0.00001361287,0.000307523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7117152,"threshold_uncertainty_score":0.9998201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05428774371059829,"score_gpt":0.332028475269155,"score_spread":0.2777407315585567,"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."}}