{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009051773,0.00007098252,0.0001817927,0.00007858338,0.00005284391,0.00001815316,0.0004665799,0.00002030269,0.0001660697],"category_scores_gemma":[0.00005886415,0.00003498776,0.0001142269,0.000346865,0.0008027309,0.00002816753,0.00001136827,0.000246893,0.00008125477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001194404,"about_ca_system_score_gemma":0.00005424561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000316541,"about_ca_topic_score_gemma":0.000003714079,"domain_scores_codex":[0.9989561,0.000265369,0.0004180086,0.00009782404,0.0001218768,0.0001408617],"domain_scores_gemma":[0.9982181,0.0007967231,0.0004803502,0.0003214905,0.0001474617,0.00003585932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005384684,0.0002126758,0.002460168,0.00000742168,0.000575371,0.00001936382,0.007803159,0.000009020503,0.004012102,0.2004696,0.09697481,0.6869178],"study_design_scores_gemma":[0.0003098143,0.00116279,0.3320561,0.00004945856,0.00008959803,0.001459044,0.008205925,0.00001388687,0.00005764462,0.01449894,0.6419981,0.00009865377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.872724,0.01097631,0.003088863,0.08894826,0.005536311,0.0001123684,0.000006764665,0.00001513627,0.01859198],"genre_scores_gemma":[0.9968036,0.0003190749,0.0001068645,0.001013262,0.0004921988,0.000006184082,5.771332e-7,0.00001157584,0.001246697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6868191,"threshold_uncertainty_score":0.2957695,"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."}}