{"id":"W2142018258","doi":"10.7202/019217ar","title":"Gérer le risque dans une métropole : le système français face à l'inondation dans l’agglomération parisienne","year":2008,"lang":"fr","type":"article","venue":"Environnement urbain","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":[0.0009814239,0.000266788,0.0003504381,0.00107091,0.003551314,0.005872928,0.0006322366,0.0008030618,0.005494569],"category_scores_gemma":[0.001894892,0.0002144585,0.000270676,0.001885829,0.004274905,0.001811425,0.002491042,0.0004736362,0.0002232988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008747601,"about_ca_system_score_gemma":0.004054754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3762704,"about_ca_topic_score_gemma":0.4228832,"domain_scores_codex":[0.9990035,0.0004152712,0.00002634618,0.0001344696,0.0001359482,0.0002845347],"domain_scores_gemma":[0.999119,0.0003310816,0.0002004388,0.00005959017,0.0001619348,0.0001278997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001991828,0.00009415849,0.4630811,0.0002526723,0.0002039042,0.002154817,0.1144048,0.01184875,0.004226115,0.3659433,0.001614819,0.0359764],"study_design_scores_gemma":[0.00004217032,0.0001507072,0.6505545,0.0002414281,0.0002387749,0.0007281428,0.2126258,0.01207913,0.001998359,0.04193338,0.07926831,0.0001392483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97354,0.0003510415,0.00194185,0.002110214,0.000005930334,0.00001132077,0.00006536823,0.00001511801,0.02195922],"genre_scores_gemma":[0.9977906,0.0001358755,0.0003338199,0.00002172088,0.000002374705,0.000005179606,0.00001357943,0.000002526155,0.00169429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3762704,"threshold_uncertainty_score":0.7481606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109077541647247,"score_gpt":0.2154834012829669,"score_spread":0.1943926258664944,"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."}}