{"id":"W7141312834","doi":"10.18523/2617-9067.2025.8.117-125","title":"LGBT-Military in Ukraine during Russia’s War against Ukraine: Tendencies in Social Attitudes and Perspectives for Implementation of Anti-Discrimination Policies in the Army of Ukraine","year":2025,"lang":"","type":"article","venue":"NaUKMA Research Papers Sociology","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Visibility; Relevance (law); Institution; Military personnel; Social change; Face (sociological concept); Mobilization; Military operation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009098051,0.0001537929,0.0002396346,0.0005401972,0.004430941,0.002334127,0.0003490083,0.0005587504,0.001358953],"category_scores_gemma":[0.001373582,0.0001700538,0.0001692369,0.0006352494,0.001945423,0.001059006,0.001864407,0.001203048,0.0001571831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083828,"about_ca_system_score_gemma":0.002679683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03800271,"about_ca_topic_score_gemma":0.05645145,"domain_scores_codex":[0.9992418,0.0003040323,0.00003972094,0.00006171585,0.0000990443,0.0002538297],"domain_scores_gemma":[0.9992919,0.0001759615,0.000241784,0.00002301593,0.00008730585,0.0001800053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003061838,0.00005683535,0.161973,0.0001101243,0.00001487655,0.00102619,0.8195882,0.00004984169,0.001119205,0.003236013,0.0007240486,0.01207101],"study_design_scores_gemma":[0.000001286944,0.00002425297,0.1318731,0.00008570893,0.000006094032,0.000243536,0.8611813,0.00004072132,0.0001922568,0.0001691793,0.006172724,0.000009908595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969517,0.0002690745,0.00003504425,0.0006467325,0.00001170817,0.000004334704,0.00001150753,0.000001269738,0.002068457],"genre_scores_gemma":[0.9986944,0.0003262995,0.00003378247,0.0001845575,0.000004640567,0.000004686331,0.00001500335,0.000001881278,0.000734789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03800271,"threshold_uncertainty_score":0.07556307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09366249528306284,"score_gpt":0.4976318326676624,"score_spread":0.4039693373845996,"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."}}