{"id":"W4415689759","doi":"10.1007/s10902-025-00966-5","title":"Blessings-counting Takes Playful Shape: Development and Preliminary Evaluation of Gamified Interactive Gratitude Practice for Lasting Well-being","year":2025,"lang":"en","type":"article","venue":"Journal of Happiness Studies","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Beijing Municipal Social Science Foundation","keywords":"Gratitude; Positive psychology; Mental health; Psychological intervention; Intrinsic motivation; Well-being; Cognition; Depression (economics)","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":[0.004230472,0.0008340306,0.0008139671,0.0005110324,0.0007377741,0.001025904,0.00217934,0.00072622,0.005882245],"category_scores_gemma":[0.007151573,0.0004220552,0.0005993473,0.0002776138,0.0009075804,0.0008359171,0.00204166,0.001531958,0.0007817001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005791062,"about_ca_system_score_gemma":0.002110943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097724,"about_ca_topic_score_gemma":0.002568371,"domain_scores_codex":[0.9982964,0.0007417866,0.0001263685,0.0002572025,0.0003757193,0.0002025345],"domain_scores_gemma":[0.9968411,0.001601153,0.0002108236,0.0003874084,0.0002062052,0.0007533755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00921432,0.2479389,0.01138392,0.002173388,0.0002761573,0.0005928187,0.01857408,0.002176083,0.02851962,0.002609492,0.002266249,0.674275],"study_design_scores_gemma":[0.03799202,0.4250135,0.3069528,0.003963687,0.00333053,0.002848666,0.03747784,0.03600955,0.08014249,0.01161081,0.05383024,0.0008278494],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987212,0.00007771019,0.005506477,0.0001670436,0.00004081471,0.00308573,0.00005203863,0.0001883707,0.003669824],"genre_scores_gemma":[0.9042768,0.0005154089,0.08122587,0.0001657056,0.00002340877,0.008342779,0.0002264957,0.00007575528,0.005147835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005882245,"threshold_uncertainty_score":0.02237314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07061421242585375,"score_gpt":0.4273133792143334,"score_spread":0.3566991667884796,"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."}}