{"id":"W4200538892","doi":"10.3138/jmvfh-2021-0088","title":"Socio-cultural dynamics in gender and military contexts: Seeking and understanding change","year":2021,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of National Defence","funders":"","keywords":"Harassment; Sexual misconduct; Misconduct; Political science; Criminology; Dynamics (music); Sociology; Public relations; Psychology; Gender studies; Social psychology; Law; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312368,0.0001402539,0.0003771668,0.0001184955,0.0005158525,0.0000255703,0.00007698588,0.0001055432,0.00000684815],"category_scores_gemma":[0.00005357968,0.0001292482,0.00006441984,0.0001331881,0.0002634123,0.0004221795,0.00004590487,0.0003448638,2.209736e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004683819,"about_ca_system_score_gemma":0.0002602403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004413327,"about_ca_topic_score_gemma":0.01190579,"domain_scores_codex":[0.9982314,0.0004548738,0.0004433915,0.0002134685,0.0002845858,0.0003723514],"domain_scores_gemma":[0.999271,0.0001464591,0.00009620813,0.00007103501,0.00009146474,0.0003237921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002684074,0.0001791516,0.1394147,0.0006882318,0.000138885,0.0004243258,0.8028517,0.000002013953,0.0001378614,0.01404934,0.0009998813,0.04084551],"study_design_scores_gemma":[0.001702131,0.0003556125,0.2269881,0.0002657388,0.00002311691,0.0001683892,0.7597722,0.0007084918,2.472472e-7,0.006968116,0.002819589,0.0002283595],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7580492,0.2367638,0.00008425935,0.004203092,0.0002818518,0.0001231438,0.00001433082,0.000006671516,0.000473677],"genre_scores_gemma":[0.8825206,0.1139675,0.0003001698,0.002958536,0.0002218114,0.000001180583,0.000003845011,0.000007685227,0.00001869028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1244714,"threshold_uncertainty_score":0.667166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436784058555928,"score_gpt":0.3546224851038369,"score_spread":0.2109440792482441,"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."}}