{"id":"W3207004171","doi":"10.1177/00938548211040849","title":"Applying Offending Trajectory Analyses to Men Adjudicated for Child Sexual Exploitation Material Offenses","year":2021,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Sex work and related issues","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; Public Safety Canada; Government of Ontario; Carleton University","funders":"","keywords":"Intervention (counseling); Psychology; Poison control; Human factors and ergonomics; Injury prevention; Suicide prevention; Criminal behavior; Sexual assault; Criminology; Psychiatry; Medical emergency; Medicine","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":[0.003695406,0.0006454736,0.000725258,0.002576874,0.001761792,0.0009965511,0.0008267664,0.0004078464,0.002524179],"category_scores_gemma":[0.01389335,0.000555758,0.00193592,0.002586813,0.0003013739,0.0008217147,0.001568358,0.00109575,0.0007048072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009146233,"about_ca_system_score_gemma":0.001304659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08575815,"about_ca_topic_score_gemma":0.08097497,"domain_scores_codex":[0.9980294,0.00090733,0.0002106872,0.0003159401,0.000273242,0.0002633266],"domain_scores_gemma":[0.9944879,0.002035748,0.001381748,0.000819221,0.0009962243,0.0002791747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001437503,0.0001224459,0.9871651,0.00001664869,0.0002253497,0.0001792479,0.001552512,0.0006406044,0.0002426177,0.0001352975,0.0001902514,0.00938611],"study_design_scores_gemma":[0.00001288589,0.0004323326,0.9857476,0.00002392855,0.0001199923,0.0002461455,0.003689954,0.007761739,0.0003978424,0.0002800041,0.001261604,0.00002603962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996055,0.00007146555,0.002023169,0.00002719388,0.00001025745,0.0001471442,0.001150221,0.00001247601,0.0005030913],"genre_scores_gemma":[0.9936646,0.0001128983,0.002554525,0.00001417849,0.0000115209,0.0002361399,0.002301666,0.00001857163,0.00108598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08575815,"threshold_uncertainty_score":0.170518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209702356386655,"score_gpt":0.400663093490718,"score_spread":0.2796928578520526,"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."}}