{"id":"W37984639","doi":"10.1016/j.amjcard.2023.11.028","title":"ADVANCES IN UNDERSTANDING HAPPINESS","year":2003,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Happiness; Subject (documents); Psychology; Stock (firearms); Social psychology; Empirical research; Epistemology; Computer science; Philosophy; History","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":[0.004244474,0.0008399068,0.0009468579,0.002448881,0.001455887,0.004857392,0.0009813363,0.002072318,0.006763979],"category_scores_gemma":[0.007855599,0.0002366768,0.0006846449,0.002628992,0.006695163,0.01176913,0.003396937,0.005578079,0.001376249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002352865,"about_ca_system_score_gemma":0.001419274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002874035,"about_ca_topic_score_gemma":0.001781312,"domain_scores_codex":[0.9987948,0.0006050308,0.00006607701,0.0001903812,0.0002201859,0.0001234937],"domain_scores_gemma":[0.9960896,0.002864544,0.000229878,0.000200849,0.0004738292,0.0001414017],"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":[0.00003529609,0.00003773185,0.001085611,0.0006897211,0.00002621102,0.00007626865,0.002672748,0.0006620148,0.0001071031,0.8559144,0.01397512,0.1247178],"study_design_scores_gemma":[0.000003208916,0.00002234412,0.00186797,0.0006350321,0.0000156172,0.00009447189,0.002070746,0.0006652487,0.00009354756,0.8168108,0.1777035,0.00001751622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01953142,0.5468168,0.05130121,0.216964,0.005306605,0.00004799782,0.0004504228,0.00007381987,0.1595078],"genre_scores_gemma":[0.3712678,0.5756906,0.01732135,0.01240243,0.01190626,0.0001190991,0.0004475628,0.00005743267,0.01078751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006763979,"threshold_uncertainty_score":0.02262771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04284547966567078,"score_gpt":0.3434780081120054,"score_spread":0.3006325284463346,"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."}}