{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004559333,0.0001790374,0.0002189954,0.0005472054,0.0001717716,0.001222701,0.000189449,0.0003774227,0.005606585],"category_scores_gemma":[0.001646087,0.00007955738,0.0002083896,0.0008937203,0.0005168612,0.0004387337,0.0006342125,0.0004724251,0.0004367843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977938,"about_ca_system_score_gemma":0.0001136543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007594346,"about_ca_topic_score_gemma":0.0008826207,"domain_scores_codex":[0.9997302,0.0001495409,0.00002207576,0.00003781358,0.00003535389,0.00002500581],"domain_scores_gemma":[0.9988576,0.0003851925,0.0005274395,0.00002546369,0.00009781263,0.000106447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006133597,0.0003674257,0.676726,0.002695706,0.001039759,0.0004549325,0.001689187,0.001465738,0.004924694,0.02942139,0.006607615,0.2739941],"study_design_scores_gemma":[0.000006181086,0.00020496,0.9735448,0.0006049827,0.0001819081,0.0005162299,0.001265136,0.0007933796,0.0006437401,0.009775205,0.01243289,0.00003051689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8354456,0.1161466,0.004255493,0.005979761,0.0002087613,0.00003472573,0.001200458,0.0000590384,0.0366694],"genre_scores_gemma":[0.9759032,0.02157337,0.0006146385,0.0002461731,0.0001551688,0.00001410506,0.0002169943,0.000005774283,0.001270662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005606585,"threshold_uncertainty_score":0.01875591,"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."}}