{"id":"W2025067786","doi":"10.1016/j.jebo.2013.01.008","title":"Making a difference matters: Impact unlocks the emotional benefits of prosocial spending","year":2013,"lang":"en","type":"article","venue":"Journal of Economic Behavior & Organization","topic":"Cultural Differences and Values","field":"Psychology","cited_by":225,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Prosocial behavior; Happiness; Psychology; Social psychology; Altruism (biology)","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":[0.000134181,0.000112599,0.0002144546,0.00007294412,0.00009524375,0.00009677574,0.0002255802,0.00007395318,0.008465352],"category_scores_gemma":[0.00001683551,0.00006454425,0.00009948947,0.00007281719,0.000043023,0.0003028081,0.00003657218,0.0001419682,0.0001162858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543607,"about_ca_system_score_gemma":0.0000299673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001210331,"about_ca_topic_score_gemma":0.000009498573,"domain_scores_codex":[0.9990938,0.0000553882,0.0004986192,0.0001022891,0.00009518725,0.0001546718],"domain_scores_gemma":[0.9990939,0.00003806531,0.0005595738,0.000102593,0.0001654719,0.00004037134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001477104,0.0001231483,0.9736865,0.000005779163,0.000077239,0.000001167153,0.003636383,0.00009630379,0.01379728,0.002279524,0.001343913,0.004938001],"study_design_scores_gemma":[0.0002761734,0.0001027469,0.9973632,0.00003939311,0.0000729909,0.0001077002,0.0007042155,0.00001775265,0.001009734,0.0002184752,0.00000750701,0.00008009758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983088,0.00003422262,0.0000666253,0.000595279,0.0007100567,0.0001810998,0.00001262077,0.000006687302,0.00008464311],"genre_scores_gemma":[0.9993342,0.00001034123,0.00004933982,0.00005299779,0.0003809972,0.000003163608,0.00001029885,0.00001608036,0.0001426397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02367673,"threshold_uncertainty_score":0.9924411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09774635121089632,"score_gpt":0.3661806525027367,"score_spread":0.2684343012918404,"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."}}