{"id":"W2106603618","doi":"10.1509/jmkr.44.3.379","title":"Mental Simulation and Preference Consistency over Time: The Role of Process- versus Outcome-Focused Thoughts","year":2007,"lang":"en","type":"article","venue":"Journal of Marketing Research","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Outcome (game theory); Consistency (knowledge bases); Preference; Focus (optics); Process (computing); Psychology; Mental model; Computer science; Social psychology; Economics; Artificial intelligence; Microeconomics","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":["metaresearch"],"category_scores_codex":[0.05844914,0.00008995095,0.0002745427,0.000413798,0.0002623922,0.0002223019,0.0006769306,0.0000768246,0.0002234405],"category_scores_gemma":[0.02550828,0.00005077962,0.00009936413,0.0005404761,0.0002597913,0.0003190889,0.0001879931,0.0004920696,0.00001881455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007635414,"about_ca_system_score_gemma":0.0001610119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006060961,"about_ca_topic_score_gemma":0.00001405472,"domain_scores_codex":[0.9953554,0.0007936781,0.001150943,0.0002076222,0.002193571,0.0002987828],"domain_scores_gemma":[0.9712451,0.02625689,0.000735549,0.0002976184,0.001347547,0.0001172611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00614688,0.0001298582,0.1831663,0.000008302503,0.00002427485,0.00001234497,0.0009675184,0.0003683874,0.0009092413,0.00003040657,0.0006198122,0.8076167],"study_design_scores_gemma":[0.004691867,0.00140072,0.8566396,0.0004509536,0.0000657678,0.00007854315,0.01257686,0.0334412,0.002450734,0.06304086,0.02475761,0.0004053154],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99515,0.0002758855,0.00003532231,0.0001656486,0.000205101,0.0001309406,0.000004046343,0.000003298946,0.00402976],"genre_scores_gemma":[0.9992395,0.00001723006,0.0003428177,0.000008130725,0.0001159291,4.697753e-7,1.869988e-7,0.000007571055,0.0002681717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8072114,"threshold_uncertainty_score":0.9827003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3375896713148078,"score_gpt":0.526534674367092,"score_spread":0.1889450030522842,"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."}}