{"id":"W2003952456","doi":"10.4236/psych.2012.312a177","title":"Sustainable Happiness and Well-Being: Future Directions for Positive Psychology","year":2012,"lang":"en","type":"article","venue":"Psychology","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Flourishing; Happiness; Positive psychology; Sustainability; Psychology; Well-being; Environmental psychology; Sustainable development; Politics; Psychological resilience; Work (physics); Environmental ethics; Social psychology; Social science; Economic growth; Sociology; Political science; Economics; Ecology; Law; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008258371,0.0004211492,0.0005124742,0.0003726732,0.0005003212,0.00003831792,0.000268952,0.0007634487,0.001420773],"category_scores_gemma":[0.00008939504,0.000392585,0.0001747353,0.0005056479,0.0004252814,0.0002453622,0.00005904899,0.000558513,0.0005673231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005158101,"about_ca_system_score_gemma":0.00001182666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001147061,"about_ca_topic_score_gemma":0.00001228759,"domain_scores_codex":[0.9964673,0.0004306586,0.0005011393,0.0009622122,0.0001304882,0.001508196],"domain_scores_gemma":[0.9982131,0.000329159,0.0002106298,0.0007039291,0.0001631091,0.0003801311],"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":[0.001742179,0.001892585,0.0678855,0.00006740906,0.0005590747,0.00004653134,0.01029936,7.167663e-7,0.0009669051,0.6214196,0.2094658,0.08565436],"study_design_scores_gemma":[0.001716474,0.0004316978,0.3532704,0.000006664603,0.00006966599,0.0004343612,0.00124696,0.000002045574,0.00001888649,0.01890898,0.6235471,0.0003467402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1859587,0.006001313,0.0109674,0.0204333,0.01674199,0.001549072,0.00003158349,0.0005836014,0.7577331],"genre_scores_gemma":[0.9682336,0.0005374464,0.001245356,0.01029087,0.003764145,0.0007305656,0.00007395812,0.00008962557,0.01503446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7822749,"threshold_uncertainty_score":0.9998526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759021354074941,"score_gpt":0.3566897905066531,"score_spread":0.3390995769659037,"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."}}