{"id":"W2046980493","doi":"10.1007/s11069-010-9617-3","title":"The effects of the July 2005 catastrophic inundations in the Siret River’s Lower Watershed, Romania","year":2010,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Tributary; Watershed; Environmental science; Romanian; Hydrology (agriculture); Watershed area; Geography; Physical geography; Geology; Cartography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003733152,0.00010884,0.0000756721,0.0000163222,0.0002721406,0.00004610645,0.0007799642,0.00004529774,0.00008648731],"category_scores_gemma":[0.00007328812,0.00004499501,0.00006704489,0.0001935519,0.0003385887,0.0001374958,0.0002814646,0.0004347956,0.00009928372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005091581,"about_ca_system_score_gemma":0.00001219355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006792007,"about_ca_topic_score_gemma":0.007282882,"domain_scores_codex":[0.998943,0.00009457768,0.000140292,0.0001563098,0.0004152323,0.0002506371],"domain_scores_gemma":[0.9993173,0.0001384751,0.0000654984,0.0004492611,0.000006237896,0.00002320368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002107245,0.001158772,0.08789483,0.0001319122,0.0002200848,0.00007552838,0.009180273,0.0008209152,0.1543642,0.01674092,0.5255866,0.2036153],"study_design_scores_gemma":[0.0004474554,0.00007323235,0.8240513,0.00001812141,0.00004574595,0.000003581348,0.0001054595,0.001085865,0.002073392,0.0008536368,0.1710874,0.0001547647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923293,0.0000660896,0.000005557833,0.002860215,0.001316779,0.0004955834,0.00000445183,0.00001151426,0.002910536],"genre_scores_gemma":[0.998055,0.00002955533,0.0001265811,0.0002577782,0.00005010667,0.00002910595,0.000005091288,0.000006271225,0.00144047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7361565,"threshold_uncertainty_score":0.4064019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001917165444690255,"score_gpt":0.2069513150324497,"score_spread":0.2050341495877595,"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."}}