{"id":"W4398239982","doi":"10.1080/15614263.2024.2342782","title":"Child sexual exploitation material offenses: differences in individual and case characteristics based on how they came to attention of police","year":2024,"lang":"en","type":"article","venue":"Police Practice and Research","topic":"Sex work and related issues","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Ontario; Royal Ottawa Mental Health Centre","funders":"Ontario Mental Health Foundation","keywords":"Psychology; Criminology; Sexual assault; Developmental psychology; Human factors and ergonomics; Poison control; Medical emergency; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001187747,0.0001419427,0.0002905246,0.002371474,0.000779473,0.0008801021,0.0003836539,0.0004021924,0.00249885],"category_scores_gemma":[0.009961739,0.0002486449,0.0002751164,0.0009504564,0.0007041288,0.00104305,0.00144176,0.0005507599,0.000288525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227813,"about_ca_system_score_gemma":0.0003024505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002742106,"about_ca_topic_score_gemma":0.004953273,"domain_scores_codex":[0.9986452,0.000442072,0.0001614492,0.0001792879,0.000300567,0.0002713954],"domain_scores_gemma":[0.9958074,0.001420687,0.001742593,0.000240496,0.0003021474,0.0004867752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001217072,0.0001022914,0.9876235,0.00001232559,0.00003119361,0.0002531066,0.005212498,0.00004016171,0.00045498,0.00007590518,0.0001574799,0.005914834],"study_design_scores_gemma":[0.000002915395,0.00009594637,0.9856917,0.00001574406,0.000007081699,0.0007385217,0.01273235,0.0001693332,0.0001331904,0.0001160358,0.0002876389,0.000009542262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993431,0.00004089882,0.00004616948,0.00004475565,0.000002792782,0.00001088295,0.00003060304,0.00000156693,0.0004793247],"genre_scores_gemma":[0.9996504,0.00005136619,0.00007102962,0.00001440767,0.000004613716,0.00001437454,0.00004486977,0.000001747089,0.000147172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002742106,"threshold_uncertainty_score":0.008359432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09909528360063374,"score_gpt":0.4221147425675159,"score_spread":0.3230194589668822,"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."}}