{"id":"W4392198707","doi":"","title":"Resilience for existing storm sewer systems: definition, quantification and operationalisation","year":2023,"lang":"fr","type":"article","venue":"","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Storm; Computer science; Combined sewer; Risk analysis (engineering); Stormwater; Geology; Business; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002241579,0.001364629,0.0006409251,0.004292657,0.0006054525,0.003446114,0.001289673,0.001299146,0.002765006],"category_scores_gemma":[0.005636222,0.0004672456,0.0009944513,0.002366816,0.003310232,0.004265335,0.002318335,0.001006195,0.0003457379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003026865,"about_ca_system_score_gemma":0.00151504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005625003,"about_ca_topic_score_gemma":0.003426313,"domain_scores_codex":[0.9979796,0.0004439173,0.0002114478,0.0004071946,0.0007221449,0.0002357622],"domain_scores_gemma":[0.9969067,0.00127385,0.000907142,0.000317796,0.0004313718,0.0001632078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009621614,0.00005970943,0.01466958,0.000693679,0.0001140327,0.0004073486,0.0008500438,0.6472689,0.00903682,0.2431041,0.001423901,0.08227567],"study_design_scores_gemma":[0.00001237744,0.0002301651,0.01545018,0.0005092632,0.00008218951,0.000559843,0.001142731,0.8249248,0.007953859,0.1301729,0.01884166,0.0001199094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.123393,0.00272874,0.8513985,0.001629887,0.00007504354,0.0002609954,0.0009115909,0.001199693,0.01840249],"genre_scores_gemma":[0.9183083,0.001628301,0.07556257,0.00004910457,0.00008602322,0.0002531355,0.0003374935,0.00008506742,0.003690087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005625003,"threshold_uncertainty_score":0.02196151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202715468662046,"score_gpt":0.2911603191680783,"score_spread":0.1708887723018737,"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."}}