{"id":"W1679065249","doi":"","title":"critical energy infrastructure protection in Canada","year":2014,"lang":"en","type":"article","venue":"American Scientific Research Journal for Engineering, Technology, and Sciences (Global Society of Scientific Research and Researchers)","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Critical infrastructure; Critical infrastructure protection; Business; Environmental planning; Geography; Computer science; Computer 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":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.01896459,0.0002290856,0.0004429566,0.001912968,0.002595481,0.001274248,0.001236775,0.0001792538,0.00001878459],"category_scores_gemma":[0.003346579,0.0001888125,0.000111907,0.01266509,0.01883007,0.0005488647,0.0003771844,0.001731515,8.949119e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009819285,"about_ca_system_score_gemma":0.001698984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03263348,"about_ca_topic_score_gemma":0.04169678,"domain_scores_codex":[0.9933759,0.0002941342,0.0005406524,0.0008916103,0.002851424,0.002046295],"domain_scores_gemma":[0.9964671,0.0007733003,0.0000635359,0.0004434239,0.00162704,0.0006256597],"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":[0.0001382163,0.0002064351,0.03886118,0.001373961,0.000233452,0.00002309157,0.001433771,0.0617799,0.06816272,0.05640766,0.05379754,0.7175821],"study_design_scores_gemma":[0.0006215271,0.001111516,0.007784808,0.0002866827,0.000008727262,0.0001136201,0.02134083,0.8233127,0.005442981,0.06393286,0.07552687,0.0005168649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768311,0.002387327,0.01655162,0.002719571,0.0006759578,0.0004568653,0.00004697297,0.00005691281,0.0002736774],"genre_scores_gemma":[0.9952478,0.0007640629,0.003687088,0.000006805959,0.00007730696,0.00005509889,0.000003003619,0.00001410789,0.0001447455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7615328,"threshold_uncertainty_score":0.9997625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670259508665443,"score_gpt":0.3489315301307441,"score_spread":0.3122289350440897,"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."}}