{"id":"W7117456011","doi":"10.1080/15027570.2025.2598926","title":"Mainstreaming Ethics","year":2025,"lang":"en","type":"article","venue":"Journal of Military Ethics","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Nurses in Oncology","funders":"Ministry of Defense","keywords":"Mainstreaming; Gender mainstreaming; Politics; Term (time)","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":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04077024,0.0001259067,0.0003323834,0.000620696,0.0004608877,0.00006052495,0.001014565,0.0006534634,0.0001101422],"category_scores_gemma":[0.1297718,0.00009088188,0.0002138568,0.001114668,0.0003300699,0.0004600547,0.0001280284,0.005179398,0.00003270136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060724,"about_ca_system_score_gemma":0.003600603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009092288,"about_ca_topic_score_gemma":0.0003486325,"domain_scores_codex":[0.9948231,0.0009874293,0.001334457,0.0002230729,0.00242286,0.0002090949],"domain_scores_gemma":[0.9597877,0.03364936,0.0004817842,0.0006028198,0.005358576,0.0001198136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004941355,0.0009365312,0.06360032,0.0007227198,0.0003688846,0.0001720838,0.1238779,0.01029718,0.002018639,0.3385878,0.3263935,0.1325303],"study_design_scores_gemma":[0.0003399265,0.00007895349,0.02499142,0.000560284,0.00004468995,0.00005218061,0.01452002,0.0003111092,0.0003272971,0.8092986,0.1493293,0.0001462682],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4195914,0.01947508,0.05532738,0.4614029,0.02292991,0.0001634199,0.00001083695,0.0000310032,0.02106814],"genre_scores_gemma":[0.9707842,0.00516959,0.01071789,0.009525967,0.0007171163,0.000001126538,0.000001195388,0.00001055969,0.003072358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5511928,"threshold_uncertainty_score":0.9971157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3452909953835959,"score_gpt":0.4889755854458723,"score_spread":0.1436845900622764,"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."}}