{"id":"W4220766417","doi":"10.1037/emo0001077","title":"Prosocial behavior promotes positive emotion during the COVID-19 pandemic.","year":2022,"lang":"en","type":"article","venue":"Emotion","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Natural Science Foundation of China","keywords":"Prosocial behavior; Psychology; Coronavirus disease 2019 (COVID-19); Psychological resilience; Pandemic; Psychological intervention; 2019-20 coronavirus outbreak; Action (physics); Social psychology; Developmental psychology","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":[0.0003711163,0.0001014587,0.0001296171,0.0001128549,0.0005537347,0.0005643118,0.0001057915,0.0003520709,0.00374817],"category_scores_gemma":[0.00115396,0.0001190319,0.00009327383,0.00008851967,0.0002812344,0.0002271135,0.0004312934,0.0006833366,0.0003062585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701086,"about_ca_system_score_gemma":0.0001478751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377871,"about_ca_topic_score_gemma":0.004265552,"domain_scores_codex":[0.9999242,0.00003259701,0.000002457851,0.00001384921,0.000008970713,0.00001792491],"domain_scores_gemma":[0.9996235,0.0001050814,0.0001475274,0.00001722844,0.00001091211,0.00009568922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00448643,0.007013418,0.8192139,0.0004272089,0.0002344542,0.0004300383,0.02420427,0.0002340291,0.0442,0.0009576968,0.008859465,0.08973908],"study_design_scores_gemma":[0.00005511094,0.0005457067,0.9926076,0.00001736844,0.00001951085,0.0000845729,0.004565069,0.0001568639,0.0004697148,0.0002276174,0.001244584,0.000006361341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989707,0.0000563768,0.0000250277,0.00009779656,0.000008167941,0.000006504099,0.00003976139,0.000001651486,0.0007939848],"genre_scores_gemma":[0.9986035,0.000111572,0.000145192,0.0001832405,0.000009906918,0.00003606266,0.00007258539,0.000002095262,0.0008359345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00374817,"threshold_uncertainty_score":0.01253891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08320414558577176,"score_gpt":0.4138586369117248,"score_spread":0.330654491325953,"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."}}