{"id":"W4399800103","doi":"10.21606/drs.2024.145","title":"Design for Wellbeing and Happiness","year":2024,"lang":"en","type":"article","venue":"Proceedings of DRS","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Happiness; Computer science; 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":[0.01943879,0.001688325,0.0009424454,0.002097231,0.005622238,0.01476934,0.002124416,0.006318072,0.03357451],"category_scores_gemma":[0.0272656,0.0008182477,0.001595596,0.001779393,0.02442396,0.01267584,0.0144338,0.005909007,0.01134786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005973712,"about_ca_system_score_gemma":0.006705861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689482,"about_ca_topic_score_gemma":0.001561336,"domain_scores_codex":[0.9600732,0.02975505,0.001424238,0.002633031,0.004735116,0.00137932],"domain_scores_gemma":[0.9835012,0.007522717,0.0009785561,0.004152473,0.002507541,0.001337533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004615023,0.0000432948,0.0004108611,0.0007825349,0.00003331478,0.00009084561,0.008090355,0.000740939,0.0005080679,0.8970645,0.03553288,0.05665612],"study_design_scores_gemma":[0.00002004472,0.00006412237,0.0002638375,0.0008301419,0.00002259232,0.0001990514,0.002276698,0.0004007801,0.000441651,0.2770384,0.7184154,0.00002724244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.006864509,0.01646446,0.2309042,0.1290437,0.004784596,0.0009141073,0.0004745402,0.001240154,0.6093099],"genre_scores_gemma":[0.4076953,0.02479791,0.2489581,0.04060454,0.002324045,0.004746171,0.001033449,0.002069976,0.2677706],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03357451,"threshold_uncertainty_score":0.1123179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03942903716697705,"score_gpt":0.3287553335131919,"score_spread":0.2893262963462148,"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."}}