{"id":"W2909162955","doi":"","title":"Doing Good, Feeling Good: Causal Evidence from Canadian Volunteers","year":2018,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Religiosity; Instrumental variable; Feeling; Psychology; Causal model; Social psychology; Life satisfaction; Volunteer; Causal inference; Medicine; Econometrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01512668,0.0005270562,0.000954966,0.00184179,0.006360969,0.002523348,0.001795068,0.001347553,0.0124477],"category_scores_gemma":[0.06472911,0.0005020347,0.001011609,0.004780544,0.00409787,0.001005288,0.002573162,0.002010115,0.00035621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01242922,"about_ca_system_score_gemma":0.02912199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9704368,"about_ca_topic_score_gemma":0.9663059,"domain_scores_codex":[0.9950126,0.00172613,0.0002297051,0.0008197728,0.001203098,0.00100862],"domain_scores_gemma":[0.9136056,0.04589892,0.0133235,0.006827951,0.01566304,0.004680924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001425908,0.0003066398,0.9201968,0.0005661239,0.0007780114,0.0004812479,0.01598238,0.0004909332,0.0001458562,0.01228519,0.01370181,0.03363904],"study_design_scores_gemma":[0.0003418666,0.0001358094,0.9514149,0.0009806961,0.001067949,0.0001752693,0.01508218,0.001924397,0.000213199,0.007352724,0.02119075,0.0001203525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504148,0.007010976,0.002049012,0.01007285,0.0002110414,0.0002889282,0.005639697,0.00002684439,0.0242858],"genre_scores_gemma":[0.9920217,0.002461866,0.0007660527,0.0008289033,0.00006042072,0.00008371109,0.001446057,0.00001819397,0.002313017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02956319,"threshold_uncertainty_score":0.09018075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05276450747423608,"score_gpt":0.3558867132012026,"score_spread":0.3031222057269665,"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."}}