{"id":"W4311361686","doi":"10.5964/sotrap.7229","title":"Temporal order of sexual offending is risk-relevant for individuals with child sexual exploitation materials offences","year":2022,"lang":"en","type":"article","venue":"Sexual Offending Theory Research and Prevention","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Royal Ottawa Mental Health Centre; Government of Ontario; Public Safety Canada; University of Ottawa","funders":"","keywords":"Psychology; Order (exchange); Criminology; Developmental psychology; Business","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":[0.0007753582,0.0001654064,0.0002333433,0.001347879,0.0005994487,0.0007039973,0.0003136523,0.0003831714,0.002171471],"category_scores_gemma":[0.00637076,0.000219225,0.0004208928,0.001079815,0.0002984546,0.0008377526,0.0007773149,0.0007034256,0.0002271982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003209833,"about_ca_system_score_gemma":0.0004121291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005279861,"about_ca_topic_score_gemma":0.01143275,"domain_scores_codex":[0.9993076,0.000202205,0.0001115232,0.00009634049,0.0001452199,0.0001371603],"domain_scores_gemma":[0.9947114,0.0008726378,0.003392313,0.0002392794,0.0003958297,0.0003885344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002422242,0.00004822049,0.994381,0.00001444123,0.00002522616,0.0001698514,0.0004509485,0.00005389942,0.0003157991,0.00009050867,0.00004674435,0.00416126],"study_design_scores_gemma":[0.00000189915,0.00007352972,0.9982901,0.00001066742,0.000009608608,0.0003931021,0.0007158816,0.0001885539,0.00007157614,0.0001098818,0.0001292895,0.000005910626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981931,0.0002622875,0.0002223334,0.00008004499,0.000006016865,0.00001960881,0.0001307199,0.000003562669,0.001082219],"genre_scores_gemma":[0.9992938,0.0001286481,0.0001811149,0.00001455234,0.000009488387,0.000007095435,0.0002047592,0.000001769991,0.0001586703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005279861,"threshold_uncertainty_score":0.01049829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08320119245028632,"score_gpt":0.3864876459057546,"score_spread":0.3032864534554683,"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."}}