{"id":"W2888418903","doi":"10.1007/s11205-018-1987-z","title":"Wellbeing Matters in Kuwait: The Alnowair’s Bareec Education Initiative","year":2018,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Kuwait Foundation for the Advancement of Sciences","keywords":"Flourishing; Positive psychology; Prosocial behavior; Psychology; Life satisfaction; Psychological intervention; Mental health; Well-being; Productivity; Quality of Life Research; Eudaimonia; Public health; Social psychology; Positive deviance; Pedagogy; Applied psychology; Nursing; Political science; Economic growth; Medicine; Psychotherapist; Psychiatry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002669709,0.0001337229,0.0001603916,0.0005846465,0.000867381,0.00007719405,0.0004750554,0.0002793199,0.002288169],"category_scores_gemma":[0.0001914186,0.000103026,0.00006821204,0.001376089,0.001109113,0.00009329599,0.00009149536,0.001127542,0.002480265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525222,"about_ca_system_score_gemma":0.0001780088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407513,"about_ca_topic_score_gemma":0.0002185065,"domain_scores_codex":[0.9961895,0.001856323,0.0002953875,0.0004463194,0.0005256574,0.000686853],"domain_scores_gemma":[0.9988811,0.0005211919,0.00009339038,0.0003006794,0.00009737943,0.000106233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002341978,0.0007137086,0.1787713,0.00001634021,0.0001190245,0.00001763343,0.100615,2.250672e-7,0.0004868044,0.04478075,0.5127395,0.1615055],"study_design_scores_gemma":[0.0003768422,0.0001716614,0.901997,0.00002423715,0.00000551083,0.0000036502,0.01796796,0.000003781561,0.000131737,0.01882083,0.06033526,0.0001615458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6624403,0.0001086081,0.00006003222,0.01817013,0.001418835,0.0005007384,0.000006273888,0.00006548383,0.3172296],"genre_scores_gemma":[0.9934199,0.00001056743,0.00001971263,0.003076598,0.001552039,0.0002031738,0.00001186209,0.00002473568,0.001681399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7232257,"threshold_uncertainty_score":0.9986238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122963623074455,"score_gpt":0.4845347005824016,"score_spread":0.3615710775079466,"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."}}