{"id":"W4413595322","doi":"10.64628/aam.exhsx9v59","title":"How small acts of kindness can make you happier and healthier","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Kindness; Psychology; Social psychology; Political science; Law","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":[0.0006304834,0.0002110573,0.0001540149,0.0002891782,0.0007332286,0.001733261,0.0001424312,0.0006639697,0.009486349],"category_scores_gemma":[0.004184338,0.0001161156,0.0002465876,0.000269315,0.002189928,0.001767211,0.000765126,0.001235357,0.0006714564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000287108,"about_ca_system_score_gemma":0.0002789326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005559866,"about_ca_topic_score_gemma":0.001013778,"domain_scores_codex":[0.9997305,0.0001233289,0.000007642873,0.00004049613,0.00006464205,0.00003344617],"domain_scores_gemma":[0.998318,0.0006839468,0.0002672868,0.0002056993,0.0001416997,0.0003834311],"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":[0.0009157207,0.001195275,0.08391691,0.0005956958,0.0007043171,0.0008725136,0.02212895,0.002551012,0.02996267,0.5025185,0.04647101,0.3081675],"study_design_scores_gemma":[0.0001198021,0.0003628446,0.1793776,0.000174599,0.0002623541,0.001748724,0.01353367,0.002990844,0.004731134,0.7350752,0.06151345,0.0001098116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7938316,0.001660304,0.01731494,0.01605534,0.0007589185,0.00002777481,0.0001359788,0.0001452416,0.1700699],"genre_scores_gemma":[0.9851531,0.0002941202,0.004360932,0.001119731,0.00007383487,0.00001284077,0.00003623276,0.00004767187,0.008901601],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009486349,"threshold_uncertainty_score":0.031735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06774282177131737,"score_gpt":0.3337521483140364,"score_spread":0.2660093265427191,"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."}}