{"id":"W2178204641","doi":"10.2469/cfm.v26.n6.20","title":"Building Up Infrastructure","year":2015,"lang":"en","type":"article","venue":"CFA Magazine","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Critical infrastructure; Business; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001176716,0.0007712675,0.0001949278,0.001153606,0.004236734,0.006643822,0.0006073238,0.002311344,0.02542313],"category_scores_gemma":[0.002937387,0.0003368316,0.000441091,0.001194696,0.005308656,0.008801107,0.005885289,0.004198907,0.005024789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004517671,"about_ca_system_score_gemma":0.007978712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01868577,"about_ca_topic_score_gemma":0.03643192,"domain_scores_codex":[0.9988959,0.0002325208,0.00002719643,0.0001293015,0.0004068009,0.0003083977],"domain_scores_gemma":[0.9993788,0.0001093982,0.00003785866,0.000120282,0.0001553718,0.0001983039],"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":[0.000005601984,0.00002045998,0.0003027604,0.00006556285,0.000005668153,0.00005662375,0.002098967,0.0003332986,0.0005543326,0.7661918,0.1719483,0.05841658],"study_design_scores_gemma":[0.000001371426,0.000008273296,0.0003278989,0.00005455009,0.000003952968,0.00001527499,0.0009538866,0.00006869248,0.0001781598,0.04152576,0.9568575,0.000004561233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.007550805,0.007389994,0.01055255,0.09968216,0.00409996,0.00005167144,0.0001146992,0.0003754407,0.8701827],"genre_scores_gemma":[0.2622178,0.01660962,0.01148838,0.03388398,0.002155081,0.0001356994,0.0003374084,0.0005932319,0.6725788],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02542313,"threshold_uncertainty_score":0.08504885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525173888113847,"score_gpt":0.3045876968159994,"score_spread":0.2793359579348609,"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."}}