{"id":"W3016999785","doi":"10.1177/0956797620909742","title":"Can Bad Be Good? The Attraction of a Darker Self","year":2020,"lang":"en","type":"article","venue":"Psychological Science","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Psychology; Attraction; Social psychology; Contrarian; Similarity (geometry); Relevance (law); Perspective (graphical); Context (archaeology); Set (abstract data type); Preference","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":[0.001917432,0.0001610791,0.0002717152,0.0004399211,0.001856792,0.002801478,0.0002302515,0.0007979748,0.005785414],"category_scores_gemma":[0.00824629,0.0001489265,0.0001903993,0.0003228702,0.003769523,0.00286273,0.001648709,0.001300887,0.0003699457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004792472,"about_ca_system_score_gemma":0.0002141406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00097514,"about_ca_topic_score_gemma":0.001832807,"domain_scores_codex":[0.9989297,0.0006361192,0.00002409602,0.0001277119,0.0001880774,0.0000943751],"domain_scores_gemma":[0.9950956,0.002119741,0.001045636,0.0005099489,0.0003597944,0.0008692593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002208309,0.0006841461,0.5333685,0.001013928,0.0004854247,0.002378756,0.1482341,0.0007268245,0.02373082,0.1195962,0.01802192,0.1495509],"study_design_scores_gemma":[0.0001436515,0.001363618,0.6430006,0.0003109445,0.0002770913,0.003191899,0.1777199,0.002271872,0.006189003,0.09396996,0.07134472,0.0002167505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962592,0.0004660909,0.0009355451,0.00358867,0.00006563142,0.00001381929,0.00005330558,0.00001351553,0.03227145],"genre_scores_gemma":[0.9987375,0.00006849051,0.0001532014,0.0003695457,0.00001232866,0.000002977697,0.000009762805,0.000003057477,0.0006430278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005785414,"threshold_uncertainty_score":0.0193541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0981352069595327,"score_gpt":0.4204221006320411,"score_spread":0.3222868936725083,"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."}}