{"id":"W2184339710","doi":"10.1509/jmkr.48.1.185","title":"Answering the Unasked Question: Response Substitution in Consumer Surveys","year":2011,"lang":"en","type":"article","venue":"Journal of Marketing Research","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Phenomenon; Proposition; Substitution (logic); Psychology; Valuation (finance); Social psychology; Epistemology; Computer science; Economics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08239617,0.00008568824,0.0001325248,0.0007577597,0.0002797504,0.0002514042,0.0003813635,0.00005843395,0.0005454811],"category_scores_gemma":[0.005800141,0.00006405197,0.00006863565,0.000809826,0.0001935915,0.0007215446,0.00009768253,0.0006074414,0.0001124968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000877093,"about_ca_system_score_gemma":0.0001036665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003491856,"about_ca_topic_score_gemma":0.0001985691,"domain_scores_codex":[0.9962577,0.002131623,0.0005313734,0.0001452835,0.000636087,0.0002979676],"domain_scores_gemma":[0.997423,0.001096301,0.0002785417,0.0002222023,0.0009621952,0.00001775472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005097978,0.0002382019,0.8427336,0.00009410244,0.00002776928,0.00009176516,0.000314582,0.000006212582,0.005644788,0.001356542,0.001709894,0.1426846],"study_design_scores_gemma":[0.0004688948,0.000004926045,0.9853074,0.0001673038,0.00001358044,0.00001525998,0.0004520452,0.00009980176,0.00007468527,0.0003033262,0.0130184,0.00007439018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970019,0.000282482,0.00008137154,0.0007255658,0.0004253022,0.0001570484,3.454902e-7,0.00001482897,0.001311112],"genre_scores_gemma":[0.9992836,0.0001125358,0.00003970466,0.00003757033,0.0001876525,0.000008523911,0.00000112146,0.00001077486,0.000318583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1426102,"threshold_uncertainty_score":0.9448662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1574132231578797,"score_gpt":0.353836387831999,"score_spread":0.1964231646741193,"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."}}