{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001962537,0.0001226858,0.0001838532,0.00009686133,0.0008816157,0.0001599548,0.00009161232,0.0001195429,0.0001534089],"category_scores_gemma":[0.0001948693,0.0001181363,0.00004359531,0.0002318943,0.00009496039,0.000148192,0.00003129686,0.00008560378,0.00001003709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003946617,"about_ca_system_score_gemma":0.00007156183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003869329,"about_ca_topic_score_gemma":0.0001024314,"domain_scores_codex":[0.9989015,0.00009044314,0.0001937292,0.0002981576,0.0002178618,0.0002982558],"domain_scores_gemma":[0.9994154,0.000132661,0.00005766132,0.00008945379,0.0001474377,0.0001574164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005017709,0.0008557999,0.00116893,0.001389429,0.0001700404,0.0002360624,0.302209,0.00005873846,0.5098719,0.001101958,0.00491657,0.1775198],"study_design_scores_gemma":[0.0005636733,0.0002433666,0.009038059,0.0001427821,0.01223592,0.00001840519,0.9258848,0.00002721023,0.0460825,0.00002622036,0.00531145,0.0004256464],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967425,0.0004769212,0.000234378,0.0002151653,0.0006417503,0.0004820725,0.00001502404,0.00007703648,0.001115142],"genre_scores_gemma":[0.9963271,0.0001576769,0.001512923,0.0001731366,0.0007089259,0.0003229325,0.00006757987,0.00001781008,0.0007119147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6236757,"threshold_uncertainty_score":0.6780764,"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."}}