{"id":"W2023548979","doi":"10.1207/s15327663jcp1601_6","title":"Malleable Mental Accounting: The Effect of Flexibility on the Justification of Attractive Spending and Consumption Decisions","year":2006,"lang":"en","type":"article","venue":"Journal of Consumer Psychology","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":264,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Colorado Boulder","keywords":"Mental accounting; Flexibility (engineering); Ambiguity; Consumption (sociology); Control (management); Construct (python library); Process (computing); Economics; Actuarial science; Microeconomics; Accounting; Psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004624184,0.0005713203,0.0004742165,0.0006259665,0.0009145866,0.003769116,0.0007938694,0.001959464,0.01091505],"category_scores_gemma":[0.0939904,0.0005273758,0.0006311975,0.0006209601,0.002698603,0.003807103,0.002906571,0.003385302,0.0004012065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108082,"about_ca_system_score_gemma":0.0007091745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771953,"about_ca_topic_score_gemma":0.001552442,"domain_scores_codex":[0.9969247,0.001764806,0.000175554,0.0004165487,0.0004709958,0.000247434],"domain_scores_gemma":[0.8632662,0.1029076,0.0177603,0.01088051,0.001480689,0.003704743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02688895,0.008654155,0.3868633,0.001042607,0.001319355,0.002910047,0.01476888,0.05414848,0.08566181,0.1882073,0.005123532,0.2244115],"study_design_scores_gemma":[0.001290819,0.00183015,0.6189361,0.0001983896,0.0006224753,0.00120954,0.003430437,0.07702262,0.006907497,0.2839152,0.00423392,0.0004028602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827598,0.0001473827,0.002424405,0.000664771,0.00001650801,0.00003107441,0.00005782599,0.00003531786,0.01386287],"genre_scores_gemma":[0.9983138,0.00004662054,0.001062998,0.00010431,0.00001074092,0.00001410118,0.00004390932,0.00001680928,0.0003867768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01091505,"threshold_uncertainty_score":0.03651446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.199411575573643,"score_gpt":0.4636348922484119,"score_spread":0.2642233166747689,"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."}}