{"id":"W4403455043","doi":"10.1016/j.chipro.2024.100074","title":"Child sex trafficking: A model of survivor inclusion and survivor-informed practice","year":2024,"lang":"en","type":"article","venue":"Child Protection and Practice","topic":"Sex work and related issues","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern College; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"Women and Gender Equality Canada; Government of Canada","keywords":"Sex trafficking; Inclusion (mineral); Psychology; Medicine; Medical emergency; Criminology; Human trafficking; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002834041,0.0001472844,0.0001761156,0.0001528319,0.001661341,0.0002349148,0.00009354844,0.0002562685,0.00003775023],"category_scores_gemma":[0.003699467,0.0001275676,0.00004448597,0.000521208,0.0002168675,0.001407079,0.0001441743,0.0006016875,0.000009683791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004557921,"about_ca_system_score_gemma":0.0001591965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002978223,"about_ca_topic_score_gemma":0.0003081011,"domain_scores_codex":[0.998202,0.0005904281,0.0002665649,0.0003104522,0.0004108409,0.0002196729],"domain_scores_gemma":[0.9981505,0.001265963,0.0001757608,0.0001280939,0.0001533434,0.0001262855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001137638,0.0004176431,0.0000404873,0.0005563913,0.0004308338,0.00002607752,0.6731656,0.0009445588,0.0004337847,0.03154682,0.000780832,0.2905193],"study_design_scores_gemma":[0.0004123727,0.0001625643,0.00004781316,0.0003695796,0.000179401,0.0001903695,0.04085101,0.01428381,0.0003531098,0.0009702022,0.9418944,0.000285389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06946151,0.02482328,0.005693157,0.1285135,0.001465779,0.002189749,0.000008425689,0.0007312643,0.7671134],"genre_scores_gemma":[0.9855539,0.01131272,0.0007840302,0.0005212378,0.0002475741,0.00002117818,0.000003306938,0.00001983832,0.001536259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9411135,"threshold_uncertainty_score":0.9996384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026762888012835,"score_gpt":0.3338131676557586,"score_spread":0.3035455387756303,"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."}}