{"id":"W7009127127","doi":"","title":"Do we become more honest as we age? A multi-methodological approach to studying dishonesty across adulthood","year":2022,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dishonesty; Personality; Trait; Big Five personality traits; Honesty; Experience sampling method; Older people; Lying; Young adult; Task (project management)","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":[0.02461451,0.0004101041,0.0005020373,0.001392277,0.002332777,0.002018815,0.0009513928,0.0007917333,0.001216836],"category_scores_gemma":[0.03932488,0.0005014724,0.00096829,0.0009562802,0.002278751,0.002145553,0.002143648,0.001825418,0.0002176397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086523,"about_ca_system_score_gemma":0.001556612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002944643,"about_ca_topic_score_gemma":0.005263428,"domain_scores_codex":[0.9893373,0.0063463,0.001176411,0.001371115,0.001406634,0.0003622225],"domain_scores_gemma":[0.9775463,0.007037869,0.007313422,0.00369793,0.003725067,0.0006793874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005859707,0.001000343,0.7072088,0.001322706,0.000974453,0.0004174221,0.1748848,0.0004233333,0.007090514,0.02003075,0.002191141,0.08386986],"study_design_scores_gemma":[0.0001225211,0.003385331,0.9067543,0.001101854,0.000480903,0.0005562337,0.05223846,0.00117588,0.005163806,0.01173385,0.0171771,0.0001096834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573858,0.002693119,0.0289624,0.001508718,0.0001960217,0.001643705,0.0004518876,0.0000276265,0.007130621],"genre_scores_gemma":[0.9570933,0.001367562,0.03411413,0.001233581,0.00007914841,0.003611927,0.0002101914,0.00001815155,0.00227198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02461451,"threshold_uncertainty_score":0.1301755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05695706231176429,"score_gpt":0.2723212692230798,"score_spread":0.2153642069113155,"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."}}