{"id":"W4306746929","doi":"10.3138/jmvfh-2022-0019","title":"Experiences of ethnic minority personnel in the armed forces: A systematic review","year":2022,"lang":"en","type":"review","venue":"Journal of Military Veteran and Family Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Disadvantage; Harassment; Military personnel; Military service; Criminology; Public relations; Psychology; Political science; Medicine; Social psychology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003982073,0.001023644,0.004180096,0.007375685,0.000665748,0.002208567,0.001135479,0.001417432,0.003427419],"category_scores_gemma":[0.02093948,0.0006674064,0.003908332,0.007608979,0.0006017057,0.001663456,0.001439064,0.0008206129,0.0001921786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276092,"about_ca_system_score_gemma":0.007800643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008081057,"about_ca_topic_score_gemma":0.02689057,"domain_scores_codex":[0.9961941,0.001258448,0.001359155,0.0002695771,0.0007689687,0.0001497097],"domain_scores_gemma":[0.9881393,0.008368962,0.002135186,0.000141267,0.001049236,0.000166069],"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":[0.0001115045,0.00001819895,0.0009896937,0.951366,0.003601528,0.0001368144,0.0006587838,0.0000506619,0.0001181191,0.0001995184,0.001467892,0.04128132],"study_design_scores_gemma":[0.00007695724,0.0001232667,0.004982067,0.9524493,0.02142343,0.0005002031,0.001230277,0.00003226264,0.0001047694,0.0001849349,0.01886547,0.00002701706],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001778088,0.9971344,0.00007168745,0.0001977062,0.0000718402,0.000198016,0.0002521517,0.000003356613,0.0002927509],"genre_scores_gemma":[0.01642752,0.9824061,0.0002596171,0.0003028963,0.00003695607,0.0003100789,0.0001465847,0.00000207803,0.0001081292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008081057,"threshold_uncertainty_score":0.02105945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.154149980149463,"score_gpt":0.4274171266547582,"score_spread":0.2732671465052952,"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."}}