{"id":"W1503141122","doi":"10.1002/jae.1053","title":"The price consideration model of brand choice","year":2009,"lang":"en","type":"preprint","venue":"Journal of Applied Econometrics","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto; National Science Foundation","keywords":"Multinomial logistic regression; Nested logit; Flexibility (engineering); Econometrics; Consumer choice; Discrete choice; Mixed logit; Economics; Advertising; Logistic regression; Microeconomics; Business; Mathematics; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00218698,0.000534203,0.0009340281,0.0006941857,0.0005575569,0.002082968,0.001672753,0.001528183,0.009633434],"category_scores_gemma":[0.006869094,0.0004882193,0.001315122,0.001224904,0.001463685,0.00265027,0.001119569,0.001825038,0.0005999503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001958756,"about_ca_system_score_gemma":0.000999835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441471,"about_ca_topic_score_gemma":0.007537026,"domain_scores_codex":[0.9985791,0.0006942702,0.00003303173,0.00023262,0.0002194013,0.0002416127],"domain_scores_gemma":[0.9966273,0.00208587,0.0005246361,0.0002478,0.0002701417,0.0002442026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003932529,0.0003005388,0.01200484,0.0001261153,0.0001412025,0.0005621242,0.0005893772,0.4480424,0.001471736,0.5064561,0.003587204,0.02632504],"study_design_scores_gemma":[0.00005286454,0.000057408,0.002909784,0.000009141889,0.00002512454,0.0001188258,0.00005906291,0.792758,0.00012148,0.2024569,0.00140245,0.00002891204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7140238,0.0008875277,0.2397952,0.004335078,0.0001116552,0.0001538272,0.0006629321,0.000220332,0.03980966],"genre_scores_gemma":[0.9863425,0.0001748641,0.004212989,0.00007799262,0.00005198159,0.00004284057,0.0001263579,0.00001428439,0.008956296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441471,"threshold_uncertainty_score":0.03222698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05459346155286315,"score_gpt":0.2478485064385454,"score_spread":0.1932550448856823,"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."}}