{"id":"W4392918052","doi":"10.1007/s10802-024-01170-4","title":"Why Should I? Examining How Childhood Callous-Unemotional Traits Relate to Prosocial and Affiliative Behaviors and Motivations","year":2024,"lang":"en","type":"article","venue":"Research on Child and Adolescent Psychopathology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Stephen's University","funders":"National Institute of Mental Health; Hebrew University of Jerusalem; Israel Science Foundation; University of Pennsylvania","keywords":"Prosocial behavior; Psychology; Empathy; Developmental psychology; Helping behavior; Empathic concern; Social psychology; Perspective-taking","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":[0.001109225,0.0002026072,0.0002463972,0.0004508712,0.001182216,0.001870404,0.0006172321,0.001268181,0.001768603],"category_scores_gemma":[0.008393703,0.0003864968,0.0004918332,0.0005192254,0.00148341,0.001648505,0.0007654542,0.002167781,0.0002710047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000663618,"about_ca_system_score_gemma":0.001017845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316944,"about_ca_topic_score_gemma":0.03563826,"domain_scores_codex":[0.9995597,0.0001164443,0.00001992003,0.00008278313,0.00008709171,0.000134081],"domain_scores_gemma":[0.9964652,0.0009751766,0.001333893,0.0002007918,0.0003295981,0.0006953483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004624531,0.00009002344,0.9889916,0.00001305086,0.0000551233,0.0001478143,0.003561008,0.00002593501,0.0005483181,0.0004308423,0.0003553541,0.005734648],"study_design_scores_gemma":[0.000002812383,0.00004488156,0.9859704,0.00003779406,0.00003673285,0.0002416257,0.01257928,0.00009242109,0.0001622087,0.0003249173,0.0005001302,0.000006731672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99718,0.0002596821,0.00008063825,0.0008970502,0.00002433329,0.000005785779,0.00004285689,0.000001874343,0.001507746],"genre_scores_gemma":[0.9985392,0.0002648121,0.0002068494,0.0002811022,0.00001146663,0.0000105675,0.00004719032,0.000004003125,0.0006348353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01316944,"threshold_uncertainty_score":0.02618557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055573637855311,"score_gpt":0.4049944543976381,"score_spread":0.2994370906121071,"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."}}