{"id":"W4402884217","doi":"10.35502/jcswb.399","title":"Proposing trauma-informed practice and response in policing: A social innovation narrative for reforming responses to child sexual abuse and exploitation","year":2024,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Sexual abuse; Child sexual abuse; Criminology; Psychology; Sociology; Social psychology; Human factors and ergonomics; Medical emergency; Poison control; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00383519,0.0001385604,0.0002475184,0.0006941563,0.0007795388,0.00013071,0.00008063977,0.0001056183,0.000004217332],"category_scores_gemma":[0.0008179591,0.0001242216,0.00002775495,0.0004606021,0.00007425639,0.0009089587,0.00003765235,0.000789844,5.841726e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112415,"about_ca_system_score_gemma":0.00007838283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001635671,"about_ca_topic_score_gemma":0.0001986638,"domain_scores_codex":[0.9981607,0.000804656,0.0006140001,0.00009752861,0.0001346559,0.0001884491],"domain_scores_gemma":[0.9965672,0.00286737,0.000241736,0.00009752122,0.0001680976,0.00005799844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.02628016,0.00009783301,0.00039304,0.0001107887,0.0001187418,0.00002245169,0.907536,0.000007135485,0.0007852144,0.007149377,0.00006610352,0.05743312],"study_design_scores_gemma":[0.00522184,0.003285117,0.2259592,0.001523815,0.0001519472,0.001726243,0.7421498,0.0001185938,0.0006714874,0.003342413,0.01544971,0.0003997897],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866111,0.0001960599,0.0006362047,0.01052957,0.0001359672,0.0003206101,0.000003348467,0.00001735278,0.001549832],"genre_scores_gemma":[0.9981015,0.00009054003,0.0006499687,0.0009001598,0.0001566177,0.000006076246,0.000003798053,0.00001809818,0.00007325368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2255662,"threshold_uncertainty_score":0.599566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03407398383798062,"score_gpt":0.3712570176885321,"score_spread":0.3371830338505515,"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."}}