{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001946807,0.0002483449,0.0003778126,0.00007864758,0.0004483755,0.0001382231,0.0003665009,0.0004438703,0.008031433],"category_scores_gemma":[0.00007147769,0.0002211221,0.0001534178,0.0006271575,0.0002953463,0.0004648847,0.0001037286,0.0003788974,0.002643031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004462308,"about_ca_system_score_gemma":0.00005584739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001730187,"about_ca_topic_score_gemma":0.0000386599,"domain_scores_codex":[0.9979063,0.0002412038,0.0003772661,0.0007097098,0.0002000847,0.0005654257],"domain_scores_gemma":[0.9990575,0.00007436017,0.0001603507,0.0003483165,0.00008391464,0.0002755531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001069062,0.001266185,0.005916076,0.0001012699,0.0006352025,0.0003453275,0.05008775,0.000009520745,0.01754289,0.6200561,0.2509595,0.05201111],"study_design_scores_gemma":[0.006595673,0.000918282,0.1280987,0.00008591242,0.0001523377,0.00007012979,0.01439809,0.00004816794,0.0002618156,0.04933664,0.7988414,0.001192844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5806843,0.001198785,0.001689578,0.1328584,0.0169864,0.001935922,0.0001198443,0.0007896234,0.2637371],"genre_scores_gemma":[0.9761983,0.0002198476,0.0002123911,0.01855797,0.001689444,0.0001326034,0.0000834872,0.00005270776,0.002853255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5707195,"threshold_uncertainty_score":0.9981335,"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."}}