{"id":"W4413499922","doi":"10.64628/aam.4uepj4utj","title":"The ‘blue wall’ of silence allows bullying, sexual abuse and violence to infect police forces","year":2023,"lang":"en","type":"article","venue":"","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Canada West","funders":"","keywords":"Silence; Criminology; Sexual assault; Sexual violence; Sexual abuse; Psychology; Medical emergency; Poison control; Suicide prevention; Medicine; Physics; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005669585,0.0000746631,0.0001066603,0.00005270206,0.0007521627,0.00006345086,0.0001975263,0.00003833708,0.00004415726],"category_scores_gemma":[0.000251849,0.00004983416,0.00001602857,0.0006100222,0.0002339822,0.0001100356,0.00008170168,0.00004253654,0.00004776017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001233328,"about_ca_system_score_gemma":0.00003544227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0176954,"about_ca_topic_score_gemma":0.01591862,"domain_scores_codex":[0.9990827,0.00006905257,0.0001513323,0.0001606941,0.0002866472,0.0002495458],"domain_scores_gemma":[0.9990129,0.0006230286,0.00004934318,0.000110272,0.0001264495,0.00007798126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005467198,0.00006533397,0.2555921,0.00005025198,0.0001293557,0.000001866536,0.6182561,0.0009366058,0.001891011,0.04193223,0.02519219,0.05589827],"study_design_scores_gemma":[0.0003507449,0.0002883615,0.05868723,0.00007271984,0.00002737906,6.086955e-7,0.6862659,0.001159684,0.0006015812,0.0006865713,0.251449,0.0004101944],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907708,0.00008134305,0.000154757,0.001015106,0.000130236,0.0001999812,0.000003055487,0.0001185168,0.007526178],"genre_scores_gemma":[0.9915825,0.001399807,0.00008581495,0.0004019114,0.00007842539,0.0000275168,9.07651e-7,0.000005543393,0.006417537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2262569,"threshold_uncertainty_score":0.9888458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065802772237802,"score_gpt":0.3441809553244557,"score_spread":0.3135229276020777,"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."}}