{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000620044,0.0008515796,0.0009433632,0.00128586,0.001063143,0.0007732354,0.004488678,0.001038568,0.0001564808],"category_scores_gemma":[0.0001095399,0.0008294372,0.000317274,0.002254207,0.0004648623,0.006217409,0.002240777,0.001554674,0.00002361641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003111201,"about_ca_system_score_gemma":0.0007170247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006584174,"about_ca_topic_score_gemma":0.003327048,"domain_scores_codex":[0.9954253,0.0007346763,0.0004650472,0.00149266,0.0008592806,0.001022974],"domain_scores_gemma":[0.9958477,0.0009294602,0.0008431047,0.001623959,0.0002315508,0.0005242432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005921829,0.002381172,0.01104486,0.002049464,0.001910341,0.002192217,0.3484469,0.0003268803,0.0003103012,0.3591321,0.2594396,0.006844348],"study_design_scores_gemma":[0.002062259,0.0003411764,0.004086415,0.0002390612,0.0001327893,0.00001499239,0.06193232,0.0004376629,0.0003694189,0.001916541,0.9271975,0.001269844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8514686,0.00009634789,0.0002657848,0.03888,0.0007723667,0.001604508,0.001654562,0.0002967099,0.1049612],"genre_scores_gemma":[0.9584005,0.001022316,0.0003741455,0.003980024,0.0002135727,0.000005245876,0.001826058,0.0000955929,0.03408257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6677579,"threshold_uncertainty_score":0.9994156,"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."}}