{"id":"W1984452204","doi":"10.1016/j.jcps.2013.04.007","title":"What should we expect from a dual‐process theory of preference construction in choice?","year":2013,"lang":"en","type":"article","venue":"Journal of Consumer Psychology","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Preference; Dual (grammatical number); Process (computing); Dual process theory (moral psychology); Criticism; Associative property; Elaboration; Psychology; Cognition; Revealed preference; Cognitive psychology; Computer science; Epistemology; Economics; Microeconomics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001890313,0.0001623467,0.000681772,0.0006886211,0.0000351425,0.000200515,0.0007636228,0.0002182573,0.003114674],"category_scores_gemma":[0.00126095,0.0001139184,0.0001696993,0.0004076568,0.0003748562,0.001349828,0.0000554293,0.0004409133,0.0002131641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002842309,"about_ca_system_score_gemma":0.0001146875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003012655,"about_ca_topic_score_gemma":0.00005170127,"domain_scores_codex":[0.9966969,0.0004266892,0.001755416,0.0003497833,0.0005538469,0.0002173964],"domain_scores_gemma":[0.9945891,0.00261575,0.001523672,0.000500193,0.0006485704,0.0001226459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002146082,0.0001898087,0.07361788,0.000001856985,0.00003364178,0.00001833416,0.001130827,0.00002277049,0.001888943,0.0001173465,0.003611432,0.9191526],"study_design_scores_gemma":[0.001869697,0.0002770877,0.1456372,0.0002372677,0.00004172788,0.000309743,0.006846588,0.00004697833,0.0008564965,0.8369904,0.006665504,0.0002212742],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991172,0.00209142,0.0007736356,0.001657221,0.003649046,0.0001093311,0.000006743484,0.000005759494,0.0005348279],"genre_scores_gemma":[0.9972128,0.0007458556,0.001461392,0.0004063231,0.00009960497,0.000005108947,4.923875e-7,0.00001010956,0.0000583008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9189313,"threshold_uncertainty_score":0.9977966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2963841047127266,"score_gpt":0.4644670012000779,"score_spread":0.1680828964873513,"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."}}