{"id":"W2975249592","doi":"10.3390/info10100301","title":"Gender, Age and Subjective Well-Being: Towards Personalized Persuasive Health Interventions","year":2019,"lang":"en","type":"article","venue":"Information","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Happiness; Subjective well-being; Psychological intervention; Psychology; Life satisfaction; Well-being; Affect (linguistics); Structural equation modeling; Cognition; Clinical psychology; Confirmatory factor analysis; Developmental psychology; Social psychology","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":[0.006435788,0.0003586852,0.0002901636,0.0007714016,0.0006441606,0.00235835,0.0004414648,0.001061949,0.004470198],"category_scores_gemma":[0.01363421,0.0002225477,0.0004283956,0.0004025629,0.0008988309,0.002119703,0.001115346,0.001337244,0.000433934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007232933,"about_ca_system_score_gemma":0.001917308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551712,"about_ca_topic_score_gemma":0.002879553,"domain_scores_codex":[0.9985859,0.0009247011,0.00005270555,0.0001260913,0.0001738932,0.0001366429],"domain_scores_gemma":[0.9955282,0.002793611,0.0007082064,0.00009791016,0.0003427538,0.0005292726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007694938,0.002173243,0.3030775,0.00294212,0.0002212718,0.001024602,0.07488752,0.0008992053,0.003916492,0.0193688,0.008845122,0.5818747],"study_design_scores_gemma":[0.0003503707,0.003501337,0.6497325,0.01057549,0.0009691539,0.002556809,0.1317784,0.006203528,0.004906015,0.07416449,0.1150606,0.0002013605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8896339,0.01738246,0.01430475,0.04481023,0.000830712,0.0004091786,0.0001672527,0.00009403684,0.0323675],"genre_scores_gemma":[0.9821219,0.004777965,0.008612636,0.002724744,0.0001480878,0.0002108026,0.00004012242,0.000008782026,0.001354844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006435788,"threshold_uncertainty_score":0.0340361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695232586787422,"score_gpt":0.3540132402004229,"score_spread":0.3170609143325486,"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."}}