{"id":"W28244952","doi":"10.1213/ane.0000000000001905","title":"DESIGN FOR SURVIVAL REAL-TIME INFRASTRUCTURES COORDINATION","year":2006,"lang":"en","type":"article","venue":"","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":[0.01128426,0.001513939,0.001462822,0.0005830259,0.0006637539,0.001580649,0.001698653,0.001300015,0.09619411],"category_scores_gemma":[0.02570911,0.0005054093,0.001571824,0.0006594292,0.0009176194,0.0007686169,0.001950021,0.001506485,0.01127472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009571923,"about_ca_system_score_gemma":0.004014259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006946,"about_ca_topic_score_gemma":0.0008119978,"domain_scores_codex":[0.9912411,0.005164233,0.0004904385,0.001683872,0.0007534231,0.0006669931],"domain_scores_gemma":[0.9895402,0.004844455,0.0009287791,0.002445739,0.001573682,0.0006670193],"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":[0.04837574,0.003093254,0.02036004,0.004311943,0.001426554,0.0005933728,0.001168781,0.0694192,0.005433327,0.1450129,0.0818951,0.6189099],"study_design_scores_gemma":[0.03678371,0.03859658,0.01344643,0.000997182,0.002242742,0.0006829178,0.001010686,0.2697696,0.01142562,0.1709005,0.4538355,0.0003086175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0551421,0.0009202912,0.8278263,0.002716838,0.004326157,0.05090731,0.01186091,0.006832054,0.03946802],"genre_scores_gemma":[0.3656332,0.0005205001,0.3980921,0.002347791,0.0004680529,0.1879423,0.00486088,0.0009577731,0.03917746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09619411,"threshold_uncertainty_score":0.3218014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008335661041641162,"score_gpt":0.2120726590023934,"score_spread":0.2037369979607523,"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."}}