{"id":"W7046144680","doi":"","title":"The characteristics and effectiveness of treatment for young sex offenders in Australia and New Zealand: A systematic review","year":2021,"lang":"en","type":"dissertation","venue":"Australasian Journal of Paramedicine","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vetting; Recidivism; Sex offender; Paraphilia; Sex offense; Safeguarding; Systematic review; Indigenous","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01088841,0.0009205306,0.007375695,0.008149778,0.0008692432,0.003200237,0.001625053,0.001755852,0.002413671],"category_scores_gemma":[0.05922399,0.0009388716,0.007250044,0.008123106,0.001055676,0.002114292,0.001484648,0.001314378,0.0001425694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006372157,"about_ca_system_score_gemma":0.0187318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02972466,"about_ca_topic_score_gemma":0.08892719,"domain_scores_codex":[0.9895169,0.003638379,0.003822761,0.0005666274,0.002175571,0.0002798268],"domain_scores_gemma":[0.9655534,0.02375861,0.006700491,0.0004329476,0.003033775,0.0005207749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003402759,0.00004186056,0.002089635,0.9327684,0.00993911,0.00009813418,0.0005631101,0.00008757876,0.0001127955,0.0001701164,0.001014625,0.05277427],"study_design_scores_gemma":[0.0003242888,0.0004222882,0.01463618,0.8983793,0.07357846,0.0003748977,0.000812803,0.0001060799,0.0001698106,0.000217906,0.01093125,0.0000467218],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003826039,0.9947344,0.00009044418,0.0002387261,0.00008103097,0.0004542478,0.000290594,0.00000601793,0.0002784947],"genre_scores_gemma":[0.04035178,0.9575464,0.0006265716,0.0003821463,0.00004994895,0.0006937917,0.0002336774,0.000004942754,0.0001107481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02972466,"threshold_uncertainty_score":0.05910331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543038147966589,"score_gpt":0.3463200165458416,"score_spread":0.3208896350661757,"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."}}