{"id":"W3106900767","doi":"10.3390/laws9040028","title":"“Our Laws Have Not Caught up with the Technology”: Understanding Challenges and Facilitators in Investigating and Prosecuting Child Sexual Abuse Materials in the United States","year":2020,"lang":"en","type":"article","venue":"Laws","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Law enforcement; Best practice; Confidentiality; Economic Justice; Sexual abuse; Theme (computing); Mental health; Public relations; Qualitative research; Multidisciplinary approach; Criminology; Sociology; Political science; Law; Psychology; Medicine; Poison control; Suicide prevention; Psychiatry; Medical emergency; Computer science; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.0007160594,0.0001092275,0.0001585671,0.00007269452,0.0005682591,0.0001043103,0.0001192086,0.00006918648,0.000001394765],"category_scores_gemma":[0.0002196287,0.00006336933,0.000004229451,0.0004528436,0.0003939311,0.0001140914,0.00005192525,0.0001698945,4.866706e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002929249,"about_ca_system_score_gemma":0.00001582376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000961679,"about_ca_topic_score_gemma":0.02250731,"domain_scores_codex":[0.99898,0.0002537962,0.0001568466,0.0002079254,0.0001781521,0.0002232212],"domain_scores_gemma":[0.9995886,0.0002091116,0.00007577208,0.00006582408,0.00002576853,0.00003493609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002056579,0.000008702727,0.03379558,0.00003860593,0.0000194367,0.0000044503,0.9422314,0.00004992177,0.0001166263,0.02341497,0.00006100694,0.0002387665],"study_design_scores_gemma":[0.0003418679,0.00004735471,0.002656341,0.00004324626,0.000006978614,0.000001123705,0.9934941,0.000128431,0.0001057564,0.000681442,0.00238917,0.0001042098],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244322,0.0003507236,0.00001516692,0.07450138,0.00002424551,0.0003260413,0.000008860284,0.00004693833,0.0002945135],"genre_scores_gemma":[0.9984272,0.0004278987,0.00005464064,0.0009794265,0.00004437712,0.00002876998,0.000004420234,0.000007146534,0.00002615061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07399504,"threshold_uncertainty_score":0.9953294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123337608654239,"score_gpt":0.3191815911340293,"score_spread":0.1958439824797903,"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."}}