{"id":"W2796276638","doi":"10.1111/spc3.12386","title":"Buying well‐being: Spending behavior and happiness","year":2018,"lang":"en","type":"article","venue":"Social and Personality Psychology Compass","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Happiness; Generosity; Psychology; Social psychology; Well-being; Experiential learning; Subjective well-being; Law; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000579172,0.0002681292,0.000390975,0.0001048335,0.0008492375,0.00006515819,0.0001632169,0.0003935744,0.002922984],"category_scores_gemma":[0.00001892416,0.0002559469,0.0000914224,0.0002145731,0.001076067,0.00008815331,0.00006352789,0.0004500391,0.000288135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002419036,"about_ca_system_score_gemma":0.000006843314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004276606,"about_ca_topic_score_gemma":0.00006609425,"domain_scores_codex":[0.9978395,0.0003795904,0.0003253609,0.0007655146,0.0001638817,0.0005261499],"domain_scores_gemma":[0.9993001,0.0001218799,0.0001386106,0.0002121296,0.00005702315,0.0001702864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005212597,0.0004652138,0.8089451,0.00003243276,0.0002176335,0.00006278125,0.01856495,2.336917e-8,0.002188717,0.1022386,0.01688546,0.04987784],"study_design_scores_gemma":[0.001213865,0.0002042538,0.9452231,0.00001190564,0.0000622655,0.0001521347,0.001211567,0.000006920373,0.00001209972,0.008323897,0.04327036,0.0003076241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7973779,0.0001449662,0.000306641,0.002957038,0.001990191,0.0001733005,0.00001140733,0.0001292298,0.1969093],"genre_scores_gemma":[0.9943706,0.00002268425,0.000140432,0.002341483,0.001685841,0.00004526229,0.00001435122,0.00002267594,0.001356701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1969926,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08934088822261368,"score_gpt":0.4078804180882885,"score_spread":0.3185395298656748,"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."}}