{"id":"W2999055259","doi":"10.1525/collabra.254","title":"Under What Conditions Does Prosocial Spending Promote Happiness?","year":2020,"lang":"en","type":"article","venue":"Collabra Psychology","topic":"Death Anxiety and Social Exclusion","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Prosocial behavior; Happiness; Generosity; Social psychology; Psychology; Altruism (biology); Connection (principal bundle); Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002185,0.0001972781,0.0003100291,0.0001771371,0.0005160777,0.001064771,0.0001414913,0.0003483476,0.003291255],"category_scores_gemma":[0.002597604,0.0001465273,0.0002253499,0.0001567933,0.001109861,0.0004192764,0.001006096,0.000581382,0.0001866373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003626158,"about_ca_system_score_gemma":0.0004305308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006430675,"about_ca_topic_score_gemma":0.001107667,"domain_scores_codex":[0.9992409,0.0004135312,0.00003399979,0.0001023183,0.00007988354,0.0001294566],"domain_scores_gemma":[0.9984023,0.0006661392,0.0004105082,0.000131623,0.00005682326,0.0003327359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05465271,0.03941238,0.2433673,0.00284497,0.001103015,0.0009703813,0.0158388,0.002307227,0.4509743,0.02969685,0.00318997,0.155642],"study_design_scores_gemma":[0.0008032453,0.02761108,0.9051252,0.0001888419,0.0004673227,0.0002252273,0.008448292,0.001615943,0.03470238,0.01372268,0.006980437,0.0001093036],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959934,0.000122322,0.0002809099,0.0002283394,0.00002462133,0.00007417612,0.00006971226,0.000004250172,0.003202363],"genre_scores_gemma":[0.9988196,0.0001653859,0.0002996566,0.00009816018,0.00001722204,0.0001747355,0.00005305024,0.000003942872,0.0003681632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003291255,"threshold_uncertainty_score":0.01101035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04929984834377015,"score_gpt":0.380006709962022,"score_spread":0.3307068616182518,"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."}}