{"id":"W3184413695","doi":"10.1111/capa.12410","title":"Administrative tribunals and equity: Military sexual assault survivors at the Veterans Review and Appeal Board","year":2021,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Appeal; Scrutiny; Equity (law); Sexual assault; Political science; Criminology; Economic Justice; Work (physics); Military justice; Psychology; Human factors and ergonomics; Poison control; Law; Medicine; Medical emergency; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0160805,0.0001100589,0.0004096805,0.004304774,0.007057955,0.00666506,0.001573792,0.001341769,0.008084697],"category_scores_gemma":[0.07263998,0.0002156209,0.0003123331,0.004176626,0.006683759,0.002615164,0.004469914,0.002700474,0.000232421],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02271404,"about_ca_system_score_gemma":0.03330004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6366845,"about_ca_topic_score_gemma":0.7661753,"domain_scores_codex":[0.980638,0.006235219,0.0008917674,0.0006964731,0.005289345,0.006249283],"domain_scores_gemma":[0.9396614,0.02310035,0.01553049,0.001922948,0.01210286,0.007682058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001509354,0.0001882199,0.6820254,0.0002772625,0.0001323696,0.0008348657,0.06574722,0.0003470388,0.0002699878,0.1412887,0.03506004,0.07367796],"study_design_scores_gemma":[0.00002341231,0.0001098977,0.8259789,0.0009079587,0.00008646274,0.0003181738,0.1087089,0.0003617808,0.0002939196,0.005332132,0.05780322,0.0000752436],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8401207,0.008883005,0.0003808535,0.05816345,0.0003427443,0.0001261129,0.0004205557,0.00001183606,0.09155075],"genre_scores_gemma":[0.9957525,0.0006370313,0.00004605969,0.001699734,0.00009220029,0.00001257997,0.00004308937,0.000003920892,0.001712921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.977286,"threshold_uncertainty_score":0.7309103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09449330865359555,"score_gpt":0.3794933366323645,"score_spread":0.2850000279787689,"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."}}