{"id":"W2795940303","doi":"10.1038/s41562-018-0333-4","title":"Publisher Correction: Expanding the social science of happiness","year":2018,"lang":"en","type":"erratum","venue":"Nature Human Behaviour","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Happiness; Perspective (graphical); Sociology; Behavioural sciences; Psychology; Social science; Library science; Social psychology; Computer science; Artificial intelligence","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":[0.004716737,0.002165452,0.002092392,0.005310421,0.004620064,0.006553959,0.004004211,0.006900018,0.06398562],"category_scores_gemma":[0.06788969,0.001127283,0.001486672,0.003469347,0.003276393,0.003732708,0.002588541,0.01521778,0.03832057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00508902,"about_ca_system_score_gemma":0.006511521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02852789,"about_ca_topic_score_gemma":0.03477835,"domain_scores_codex":[0.995323,0.0006717065,0.0007752664,0.0005398528,0.002365512,0.0003245672],"domain_scores_gemma":[0.9522569,0.01025518,0.001717445,0.003187476,0.03113948,0.001443649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008519736,0.000003192632,0.00002963802,0.00005131375,0.000003480387,0.00008183577,0.00001901045,0.00001770169,0.00001091185,0.0007315113,0.9959477,0.003095204],"study_design_scores_gemma":[0.0000199901,0.00001051425,0.0006057887,0.0002879237,0.00002165857,0.0001977218,0.0001104768,0.0001546153,0.0001523595,0.001783319,0.9966288,0.00002672972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00005586195,0.0005950578,0.0002457216,0.03362071,0.9612491,0.00001122166,0.0004034941,0.0001304644,0.003688344],"genre_scores_gemma":[0.008435887,0.006636672,0.002421142,0.07207095,0.4926447,0.0001813517,0.001454245,0.001204261,0.4149509],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06398562,"threshold_uncertainty_score":0.2140532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012540628778609,"score_gpt":0.3880538745457844,"score_spread":0.3579284682579983,"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."}}