{"id":"W4407762173","doi":"10.1037/trm0000560","title":"Tattooed resilience: Violence and storied skin.","year":2025,"lang":"en","type":"article","venue":"Traumatology An International Journal","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Resilience (materials science); Criminology; Political science; Psychology; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004772073,0.00006447484,0.00009920594,0.000179886,0.0007071637,0.000150013,0.0005174251,0.00008155088,0.0001358691],"category_scores_gemma":[0.000211074,0.00006332785,0.00003209119,0.0001318829,0.0004389139,0.0003500105,0.00003267483,0.0002296265,0.00001372593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007311501,"about_ca_system_score_gemma":0.0002561395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002808889,"about_ca_topic_score_gemma":0.0004014003,"domain_scores_codex":[0.9990544,0.0001723446,0.0002037374,0.000158906,0.0002351208,0.0001755314],"domain_scores_gemma":[0.9992974,0.0001481456,0.00008638325,0.00009645804,0.0002697135,0.0001019409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006043036,0.0001066766,0.1451808,0.000002514803,0.00006518688,0.00002386371,0.005283753,0.00001620748,0.0001444131,0.7657585,0.0008894515,0.08246829],"study_design_scores_gemma":[0.001061272,0.00006095514,0.7553882,0.0002358114,0.00003341866,0.0003405283,0.006486763,0.000289004,0.0001615002,0.1497913,0.08590487,0.0002463606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641682,0.0002127941,0.006537589,0.007376992,0.001700807,0.00007336206,0.000003840561,0.00005260187,0.01987383],"genre_scores_gemma":[0.997072,0.0007465981,0.001021414,0.0004578631,0.0001887541,0.000005537893,0.000002270862,0.000002956267,0.0005025557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6159672,"threshold_uncertainty_score":0.5439003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984498115955611,"score_gpt":0.392860105022021,"score_spread":0.3730151238624648,"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."}}