{"id":"W7029558738","doi":"","title":"The lack of senior women security practitioners in the
\\nprivate security sector, whether it would be beneficial to
\\nhave more, and how it may be addressed","year":2014,"lang":"en","type":"dissertation","venue":"UPT. Syiah Kuala University Library (Syiah Kuala University)","topic":"Big Data and Digital Economy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Enabling; Work (physics); Private security; Private sector; Job security; Financial security","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":[0.00493609,0.0001465441,0.0002043527,0.0007436738,0.003930806,0.003504271,0.000527219,0.0008351121,0.009242723],"category_scores_gemma":[0.007013499,0.0004127175,0.0001309072,0.0009297148,0.002521108,0.002530795,0.002749717,0.001018715,0.001915095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002633632,"about_ca_system_score_gemma":0.005468128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01245122,"about_ca_topic_score_gemma":0.02713756,"domain_scores_codex":[0.9973267,0.0009734838,0.000176848,0.0002724695,0.0005950929,0.0006554492],"domain_scores_gemma":[0.9932412,0.002240938,0.001401052,0.000200491,0.001100375,0.001816038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008237079,0.00009159378,0.1170059,0.0009898202,0.00001867315,0.001565794,0.6874926,0.0001004354,0.005208341,0.009174836,0.02407229,0.1541974],"study_design_scores_gemma":[0.000007205999,0.0001287455,0.0546973,0.0007646593,0.000009023052,0.001007125,0.8486847,0.0000890704,0.0004725391,0.001120759,0.09299094,0.00002791835],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356586,0.002439213,0.001233641,0.03397276,0.0002907384,0.00005197859,0.0001269282,0.00003075034,0.02619528],"genre_scores_gemma":[0.9789041,0.002063551,0.000625308,0.004979051,0.00004261041,0.00004795337,0.00005102001,0.00001243707,0.013274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01245122,"threshold_uncertainty_score":0.03091997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372585306249621,"score_gpt":0.2273027863632269,"score_spread":0.2035769333007307,"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."}}