{"id":"W2623229164","doi":"10.4000/vertigo.18488","title":"La variabilité spatio-temporelle des inondations dans le Fossé rhénan à la lumière de l’évolution de la vulnérabilité","year":2017,"lang":"fr","type":"article","venue":"VertigO","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Political science; Art; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008743082,0.0002036606,0.0001787048,0.001609206,0.001036411,0.001273136,0.0003449043,0.000293136,0.005079179],"category_scores_gemma":[0.001592702,0.0001595176,0.0002204569,0.002250758,0.001908794,0.001028885,0.0009786045,0.0003778522,0.0003729769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024904,"about_ca_system_score_gemma":0.001093416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1033622,"about_ca_topic_score_gemma":0.3031786,"domain_scores_codex":[0.9995219,0.00008497355,0.00002604396,0.0001808802,0.0001020962,0.00008406355],"domain_scores_gemma":[0.9989322,0.0003439702,0.0003206725,0.00009568854,0.0002448678,0.0000626186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002371659,0.00002451098,0.7243046,0.0005875831,0.0001268815,0.001473075,0.1283798,0.0008326776,0.008252169,0.01157697,0.001910615,0.1222939],"study_design_scores_gemma":[0.000001828806,0.00002470933,0.9463695,0.00015162,0.00002365551,0.0002329111,0.02132838,0.0001181708,0.0004567307,0.0006508828,0.03062124,0.00002042779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782004,0.001545018,0.001346298,0.0003837511,0.00002692625,0.00001280191,0.0008362295,0.00002171937,0.01762703],"genre_scores_gemma":[0.989527,0.0008743968,0.001787905,0.00003776177,0.00001400396,0.0000201759,0.0003715997,0.00001917274,0.007348057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1033622,"threshold_uncertainty_score":0.2055211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00931007809274466,"score_gpt":0.2564286926454996,"score_spread":0.2471186145527549,"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."}}