{"id":"W4414060308","doi":"10.22215/ppj-cipser.vi.4798","title":"Critical Infrastructure Interdependency: Measuring a Moving Target","year":2024,"lang":"en","type":"article","venue":"","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for International Peace and Security","funders":"","keywords":"Critical infrastructure; Interdependence; Critical infrastructure protection; Quantitative analysis (chemistry); Statistical analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00461003,0.0009478619,0.0004189059,0.008263993,0.001276169,0.004027222,0.0007784152,0.0009781603,0.002273548],"category_scores_gemma":[0.01779284,0.0003202907,0.000332785,0.007581528,0.00204769,0.006644731,0.002574231,0.001428589,0.0006157514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004597286,"about_ca_system_score_gemma":0.003149968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01506446,"about_ca_topic_score_gemma":0.015245,"domain_scores_codex":[0.996636,0.0008843259,0.0002177897,0.0003760771,0.001664847,0.0002209598],"domain_scores_gemma":[0.9872774,0.004158827,0.002452519,0.0007130449,0.004728793,0.000669404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001690836,0.0002612287,0.2854891,0.001092311,0.0002203401,0.0002336704,0.007568982,0.0601089,0.007238117,0.2671751,0.01685778,0.3535855],"study_design_scores_gemma":[0.00001751857,0.001072955,0.3750611,0.001498672,0.0001705265,0.0007842454,0.03907265,0.1613085,0.01516929,0.2889105,0.1165599,0.0003740817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4615015,0.00538672,0.3487474,0.01249214,0.0004702148,0.0005117376,0.002629417,0.0009405139,0.1673203],"genre_scores_gemma":[0.954073,0.001504393,0.04112194,0.000218749,0.00007010432,0.0001639856,0.0005256666,0.00006252679,0.002259754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01506446,"threshold_uncertainty_score":0.03335583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005976199306968519,"score_gpt":0.2335776529424869,"score_spread":0.2276014536355184,"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."}}