{"id":"W4407864919","doi":"10.21810/jicw.v7i3.6872","title":"HUMAN INFRASTRUCTURE SECURITY","year":2025,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critical infrastructure; Human security; Business; Computer security; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001820612,0.0006861119,0.0002771502,0.0009429955,0.004051705,0.005275996,0.0005275382,0.003290698,0.2017375],"category_scores_gemma":[0.003504706,0.0003157134,0.0003016151,0.0005053342,0.0009664154,0.001955742,0.002753761,0.003534267,0.06114251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00463032,"about_ca_system_score_gemma":0.006377805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0131811,"about_ca_topic_score_gemma":0.03076426,"domain_scores_codex":[0.9982612,0.0002061163,0.00005515139,0.0002211963,0.0007696016,0.0004868489],"domain_scores_gemma":[0.9983246,0.0001479528,0.00004393375,0.00008988155,0.0007985346,0.0005951557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003722916,0.00002587795,0.0003822018,0.00007018422,0.000002790518,0.0001379002,0.0003721004,0.00008816028,0.0007177587,0.02785873,0.9068269,0.06348009],"study_design_scores_gemma":[0.000001202994,0.00001073043,0.0002354344,0.00002677536,5.857057e-7,0.0000302342,0.0001220752,0.00002299756,0.0001423832,0.0006779758,0.9987269,0.000002767724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002364632,0.005665682,0.001854072,0.04391098,0.02272441,0.0001450814,0.0005976741,0.0003423298,0.9223952],"genre_scores_gemma":[0.009643949,0.001342263,0.0003753064,0.003066772,0.0007000589,0.00002712747,0.0002605468,0.0000502652,0.9845337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2017375,"threshold_uncertainty_score":0.6748793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325944379351734,"score_gpt":0.2812594337827116,"score_spread":0.2679999899891942,"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."}}