{"id":"W4403418700","doi":"10.5406/19398298.137.1.11","title":"The Contest of Happiness","year":2024,"lang":"en","type":"article","venue":"The American Journal of Psychology","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CONTEST; Happiness; Psychology; Political science; Social psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004415342,0.0005526604,0.0005738108,0.000909409,0.01381267,0.01907028,0.0007870207,0.002738631,0.01050179],"category_scores_gemma":[0.006936428,0.0002303244,0.0004667104,0.0006972771,0.0395556,0.01112505,0.01172028,0.00889307,0.002471394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006576382,"about_ca_system_score_gemma":0.003878791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005205941,"about_ca_topic_score_gemma":0.00560118,"domain_scores_codex":[0.9934656,0.004118045,0.00009845522,0.0005461492,0.0007645186,0.001007336],"domain_scores_gemma":[0.9971048,0.0009846176,0.0002081022,0.0003048112,0.0004285977,0.0009690115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003532406,0.000009522186,0.0002886916,0.00004426921,0.000006248644,0.00007218694,0.01624026,0.00006617433,0.00006877249,0.9142542,0.0549533,0.01396116],"study_design_scores_gemma":[0.000007025928,0.00002755706,0.0006022986,0.0002513578,0.000004697677,0.0001213682,0.02388665,0.0001553799,0.0001464701,0.2953414,0.6794361,0.00001966023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02467342,0.03537776,0.003570931,0.246066,0.00552295,0.00002387208,0.000104912,0.00009972992,0.6845605],"genre_scores_gemma":[0.8366681,0.01085813,0.001148893,0.02556569,0.003347047,0.00006525329,0.00008636523,0.0002009655,0.1220595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01907028,"threshold_uncertainty_score":0.04771525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02939034281724368,"score_gpt":0.4080576067242286,"score_spread":0.3786672639069849,"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."}}