{"id":"W7047331424","doi":"","title":"Floods in urban and suburban areas","year":2015,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Urbanization; Floodplain; Flood myth; Flood control; Phenomenon; Flooding (psychology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001685055,0.0001114569,0.0001670975,0.001118504,0.0007928647,0.0006215007,0.0001983615,0.0002599216,0.006296844],"category_scores_gemma":[0.0005569222,0.0000991308,0.0001388073,0.001992854,0.0005185896,0.00053328,0.0008213577,0.0002095142,0.0005667569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005417846,"about_ca_system_score_gemma":0.0006718062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01962671,"about_ca_topic_score_gemma":0.04359098,"domain_scores_codex":[0.9997963,0.0000583473,0.00002019847,0.00002597985,0.00003001778,0.00006921543],"domain_scores_gemma":[0.9994853,0.00004278927,0.0002282707,0.00002018083,0.00005289981,0.0001705941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001756765,0.0001348988,0.9496118,0.0001692248,0.00004250881,0.001363962,0.006429317,0.0002931287,0.0006140437,0.002113077,0.01017721,0.02887505],"study_design_scores_gemma":[0.000005591675,0.00003047649,0.9796571,0.00002815015,0.000008156286,0.0005800885,0.01163385,0.000109139,0.00006797375,0.000450326,0.00741969,0.000009437334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866949,0.0006800702,0.0001814925,0.000933958,0.00003089302,0.00003441727,0.001657249,0.00002678984,0.009760209],"genre_scores_gemma":[0.9948865,0.0008397916,0.0001083131,0.0001676841,0.00005574306,0.00003156902,0.0006605316,0.000006511082,0.003243341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01962671,"threshold_uncertainty_score":0.03902495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253785597922396,"score_gpt":0.2319501269309096,"score_spread":0.2065715671386699,"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."}}