{"id":"W2964551883","doi":"10.4000/vertigo.23554","title":"Infrastructures critiques, vulnérabilisation du territoire et résilience : assainissement et inondations majeures en Île-de-France","year":2018,"lang":"fr","type":"article","venue":"VertigO","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009315178,0.000469031,0.000421996,0.0002516637,0.0004285045,0.0002754283,0.0005328048,0.0004025546,0.002263609],"category_scores_gemma":[0.0008812452,0.0004988469,0.0002052971,0.0006463291,0.0006221273,0.001081119,0.0001358787,0.0007095201,0.0001077469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005027766,"about_ca_system_score_gemma":0.000327283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00173608,"about_ca_topic_score_gemma":0.002264398,"domain_scores_codex":[0.9967238,0.0007066687,0.0006869148,0.0006236121,0.0005058619,0.0007531939],"domain_scores_gemma":[0.9982641,0.000369769,0.0001202539,0.000711363,0.0003010503,0.0002335187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00006964144,0.0003429157,0.3005478,0.0009345174,0.0004469172,0.00004346535,0.03292742,0.3283383,0.0372061,0.1790035,0.06317875,0.05696064],"study_design_scores_gemma":[0.0008892336,0.0005292242,0.4288115,0.000620864,0.000338609,0.000110562,0.001503924,0.1754436,0.04402955,0.06569762,0.2805881,0.001437218],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5834072,0.0021662,0.380457,0.02241592,0.00225868,0.0005508357,0.0002130195,0.0004102332,0.00812098],"genre_scores_gemma":[0.964106,0.0006388181,0.03141115,0.001751047,0.001003544,0.00006228048,0.00008655932,0.00005918814,0.000881463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3806988,"threshold_uncertainty_score":0.9997463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005964350593032458,"score_gpt":0.2641426163573183,"score_spread":0.2581782657642859,"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."}}