{"id":"W4391219422","doi":"10.1007/978-981-99-5329-5_1","title":"Gratitude: A Life Relived","year":2023,"lang":"en","type":"book-chapter","venue":"Behaviormetrics","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Gratitude; Psychology; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004000794,0.0005246947,0.0006113054,0.001174701,0.0001536752,0.0000649732,0.0004102337,0.001474828,0.007298056],"category_scores_gemma":[0.0002537851,0.0005000909,0.0003715033,0.0004757139,0.0001234015,0.00004705006,0.0001016536,0.001266692,0.02384228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225371,"about_ca_system_score_gemma":0.00006201318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001621963,"about_ca_topic_score_gemma":0.00002694963,"domain_scores_codex":[0.9972357,0.00005547992,0.0006797599,0.0008965316,0.0006210401,0.0005115458],"domain_scores_gemma":[0.9978613,0.0003404902,0.0004017109,0.0009225839,0.0001370037,0.0003369127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001263426,0.00029039,0.004647604,0.00004175284,0.0003241392,0.0008124486,0.0004533381,0.000002411232,0.00002749473,0.3891912,0.4963952,0.1076876],"study_design_scores_gemma":[0.001105875,0.0006739367,0.1225933,0.000132631,0.0005819973,0.00005253846,0.0000772388,0.000001559033,0.000002604101,0.01210573,0.8613712,0.001301392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001467077,0.0007557544,0.0001563544,0.0001461752,0.007296937,0.0004949989,0.0001548926,0.0009177192,0.9886101],"genre_scores_gemma":[0.01591302,0.0007562755,0.0001606266,0.0004826646,0.0007237659,0.00008095847,0.0002309885,0.0002063682,0.9814453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3770855,"threshold_uncertainty_score":0.9998215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298788436122931,"score_gpt":0.356043120326367,"score_spread":0.2261642767140739,"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."}}