{"id":"W4399727279","doi":"10.2139/ssrn.4859147","title":"Wellbeing in Canada: Progress towards measurement, policy, and practice","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Political science; Psychology; Sociology; Engineering ethics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01867903,0.0008917477,0.001671644,0.009520768,0.009394085,0.007064685,0.003303655,0.001842119,0.004669903],"category_scores_gemma":[0.03693281,0.0004589949,0.001351792,0.0199089,0.003957758,0.00281121,0.004847024,0.0044241,0.000407652],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.163115,"about_ca_system_score_gemma":0.4858908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959344,"about_ca_topic_score_gemma":0.9947782,"domain_scores_codex":[0.9890674,0.002310537,0.0009673776,0.0009554574,0.004765013,0.001934179],"domain_scores_gemma":[0.9420272,0.006846292,0.003345835,0.0009324468,0.03789321,0.008955096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002257085,0.0005026765,0.3169051,0.003658811,0.0002383802,0.0001213118,0.007756691,0.002506531,0.0002623161,0.03433838,0.09784344,0.5356407],"study_design_scores_gemma":[0.0000690636,0.0002167002,0.8558348,0.008225688,0.0002002504,0.0000626841,0.01349107,0.003419428,0.0004572509,0.009447843,0.108305,0.000270105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2384572,0.1471326,0.01938185,0.4369474,0.003878019,0.002059302,0.02975823,0.0008082266,0.1215771],"genre_scores_gemma":[0.8860111,0.06918038,0.01717399,0.01161046,0.0005755602,0.0009981759,0.005996248,0.0001392302,0.008314917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.836885,"threshold_uncertainty_score":0.970668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539411063627472,"score_gpt":0.3317122077710447,"score_spread":0.30631809713477,"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."}}