{"id":"W4406406320","doi":"10.1177/19394225241312441","title":"Learning to Share Gendered Military Experiences: An Autoethnographic Exploration of Expressive Writing in Transforming Military Cultures","year":2025,"lang":"en","type":"article","venue":"New Horizons in Adult Education and Human Resource Development","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Autoethnography; Psychology; Gender studies; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004567259,0.0001460014,0.0001872905,0.0005627937,0.0006058138,0.00003544594,0.0002265091,0.000114823,0.00005085177],"category_scores_gemma":[0.0001208852,0.0001624201,0.00003741158,0.0005986024,0.0001014109,0.0003448577,0.00003495065,0.0002005781,8.141589e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333611,"about_ca_system_score_gemma":0.0006635996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004757138,"about_ca_topic_score_gemma":0.02944399,"domain_scores_codex":[0.9983548,0.0002205408,0.0004910731,0.000376602,0.0002722969,0.0002847066],"domain_scores_gemma":[0.9995196,0.00004159919,0.00005271471,0.0001199538,0.0001151014,0.0001510316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001608381,0.0001497284,0.006225233,0.00004995098,0.00000638906,5.793655e-7,0.9412131,0.00009332366,0.000245473,0.002639039,0.0002070316,0.04915405],"study_design_scores_gemma":[0.0003091787,0.00005927911,0.02031329,0.0003859961,0.000004545639,1.880797e-7,0.9565516,0.00001543389,0.0004201394,0.0005245022,0.02123559,0.0001803034],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931778,0.001010007,0.00009710063,0.0006175925,0.0001129312,0.0004741317,9.869841e-7,0.00003828664,0.004471134],"genre_scores_gemma":[0.9969596,0.0001100816,0.001578954,0.0002133941,0.00007085565,0.0002540674,0.00004832342,0.000007483492,0.0007572017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04897375,"threshold_uncertainty_score":0.9882661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307189368522349,"score_gpt":0.342810183646132,"score_spread":0.3097382899609085,"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."}}