{"id":"W4210428960","doi":"10.21810/jicw.v4i3.3802","title":"Operationalising Human Security in the Contemporary Operating Environment","year":2022,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human security; Critical security studies; Analytics; Security studies; Political science; Business intelligence; Sociology; Engineering ethics; Public relations; Computer security; Information security; Engineering; Public administration; Data science; Security service; Knowledge management; Computer science; Law; Network security policy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005156738,0.0004835498,0.0002804863,0.001853933,0.002673218,0.01262797,0.0008040729,0.001234351,0.00421898],"category_scores_gemma":[0.008971521,0.0002089526,0.0002968227,0.001392275,0.0138621,0.01070116,0.008573063,0.002044624,0.0007706225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002633309,"about_ca_system_score_gemma":0.003562175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003409506,"about_ca_topic_score_gemma":0.002557689,"domain_scores_codex":[0.9955018,0.00230121,0.0001229387,0.0004321949,0.001049277,0.0005924996],"domain_scores_gemma":[0.9932653,0.002777606,0.00154048,0.0007869901,0.0008120122,0.0008176366],"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":[0.0001165069,0.0001079656,0.03402674,0.0002569624,0.00006203316,0.0005155426,0.05195224,0.006387681,0.002034935,0.7257989,0.006695302,0.1720451],"study_design_scores_gemma":[0.00002191816,0.0003652431,0.0296653,0.0008361161,0.00004226303,0.0007504916,0.09987866,0.01327366,0.002430177,0.6353104,0.2172903,0.0001354677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4075394,0.004631552,0.1428927,0.04173344,0.0006027376,0.0001588208,0.0002008783,0.0003782707,0.4018622],"genre_scores_gemma":[0.9844295,0.001467187,0.009489229,0.0007437927,0.0001480983,0.00004017544,0.00004399518,0.00003302964,0.003605141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262797,"threshold_uncertainty_score":0.02727175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0802804355699757,"score_gpt":0.3528367793183831,"score_spread":0.2725563437484074,"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."}}