{"id":"W6891500140","doi":"10.4224/40002693","title":"Assessing transportation resiliency: a literature review","year":2020,"lang":"en","type":"article","venue":"NPARC","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Work (physics); Identification (biology); Quality (philosophy); Key (lock)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007783398,0.00009872743,0.0001716008,0.00002542318,0.00004256887,0.0000573904,0.000100443,0.00005200052,0.0003999181],"category_scores_gemma":[0.00004187524,0.00008701341,0.00008436989,0.0005333504,0.00001653838,0.0003562167,0.000002118608,0.0001987032,0.00002049381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001516459,"about_ca_system_score_gemma":0.00001276452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.606036e-7,"about_ca_topic_score_gemma":0.000002018681,"domain_scores_codex":[0.9993607,0.00002255811,0.0001895918,0.0001460771,0.0001470026,0.0001340872],"domain_scores_gemma":[0.9997298,0.00001571596,0.00001808596,0.0001238344,0.00003671469,0.00007586837],"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":[0.00002712902,0.00004857783,0.003666647,0.02981,0.000255063,0.0002491337,0.008143069,0.09812972,0.3603626,0.004806393,0.0904218,0.4040799],"study_design_scores_gemma":[0.002172259,0.0003875673,0.06858259,0.02697692,0.001848823,0.0000715294,0.001384064,0.5084901,0.08568019,0.02794376,0.271762,0.004700278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3949345,0.1416712,0.2551858,0.02987275,0.0008053379,0.001665148,0.000136441,0.003314207,0.1724146],"genre_scores_gemma":[0.9897887,0.005704553,0.003105647,0.001224372,0.0001028556,0.000008061624,0.00004256032,0.0000124743,0.00001073733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5948542,"threshold_uncertainty_score":0.4378823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079913108840018,"score_gpt":0.2503558931912344,"score_spread":0.2395567621028342,"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."}}