{"id":"W4413976499","doi":"10.1016/j.chiabu.2025.107656","title":"Exploring behavioral patterns of child-focused online sexual solicitation: findings from a Canadian sample","year":2025,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; International Centre for Comparative Criminology","funders":"Social Sciences and Humanities Research Council","keywords":"Child sexual abuse; Poison control; Sample (material); Psychology; Injury prevention; Sexual behavior; Suicide prevention; Human factors and ergonomics; Occupational safety and health; Child abuse; Sexual abuse; Developmental psychology; Medical emergency; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001657816,0.0005148464,0.0004807165,0.004294643,0.006010104,0.002111167,0.001616752,0.0004363018,0.002413294],"category_scores_gemma":[0.006925944,0.0004652881,0.0005599398,0.006343131,0.001503279,0.0005830398,0.002167968,0.0008982726,0.0003158142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0205764,"about_ca_system_score_gemma":0.03071591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9839729,"about_ca_topic_score_gemma":0.9927542,"domain_scores_codex":[0.9982383,0.00016064,0.0001126817,0.0002020003,0.0007402407,0.0005460757],"domain_scores_gemma":[0.9955586,0.0003601383,0.001133744,0.0002370207,0.001986985,0.0007234762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004930641,0.00007819855,0.9595463,0.0001052839,0.00002625185,0.0002546651,0.02692121,0.00004876991,0.0003509102,0.000173348,0.001122119,0.01132375],"study_design_scores_gemma":[0.000002841165,0.00002876555,0.9652531,0.00007237426,0.00001399152,0.0001608321,0.03199324,0.0001172316,0.0001185602,0.00002864116,0.002194779,0.0000156108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950873,0.0002246783,0.000165862,0.0001667039,0.000005929186,0.0001511205,0.002260418,0.000006865793,0.001931016],"genre_scores_gemma":[0.9953016,0.0007303399,0.0004631061,0.0001482843,0.000004943165,0.0001195403,0.001845023,0.00001238599,0.001374793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0205764,"threshold_uncertainty_score":0.1492929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04714861355419389,"score_gpt":0.3018510741420928,"score_spread":0.2547024605878989,"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."}}