{"id":"W4214659669","doi":"10.3138/jmvfh-2021-0084","title":"Pictures tell a story: Diversity and inclusion on the National CFMWS website","year":2022,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Laurentian University","funders":"","keywords":"Diversity (politics); Status quo; Inclusion (mineral); Heteronormativity; Indigenous; Welfare; Face (sociological concept); Gender studies; Sociology; Political science; Media studies; Queer; Law; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009344225,0.0003177568,0.0001561761,0.001099735,0.008872529,0.003437003,0.0005688282,0.0008728639,0.04537291],"category_scores_gemma":[0.003443161,0.0001617773,0.0001734247,0.001256461,0.002032114,0.003118234,0.002557188,0.00131115,0.004203509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005766484,"about_ca_system_score_gemma":0.002891608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2530312,"about_ca_topic_score_gemma":0.5852687,"domain_scores_codex":[0.999164,0.0003058368,0.00001570232,0.0000407316,0.0002640459,0.0002097168],"domain_scores_gemma":[0.9982715,0.0005592563,0.0001073762,0.0001247733,0.0003761743,0.0005610076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00014092,0.0001215237,0.00848194,0.0002762218,0.000009910833,0.001382713,0.4121734,0.00007098247,0.001342105,0.006282496,0.5025972,0.06712064],"study_design_scores_gemma":[0.000006373292,0.00002879318,0.01179857,0.000197044,0.000008014533,0.0002684841,0.2722061,0.0000772972,0.0004293722,0.0003871471,0.7145627,0.00003010807],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3438734,0.001171684,0.001048948,0.02285202,0.0008613024,0.0003022542,0.00923009,0.0005579345,0.6201023],"genre_scores_gemma":[0.817096,0.001527019,0.002312517,0.003393504,0.0001996176,0.0002451852,0.003258438,0.0003545556,0.1716132],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2530312,"threshold_uncertainty_score":0.5031167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06847020529827604,"score_gpt":0.3150827872928631,"score_spread":0.2466125819945871,"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."}}