{"id":"W2120200666","doi":"10.5539/eer.v1n1p53","title":"Experimental Research on Floodplain Storage Inundation: Preliminary Results","year":2011,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Floodplain; Flood myth; Routing (electronic design automation); Computer science; Reliability (semiconductor); Volume (thermodynamics); Environmental science; Hydrology (agriculture); Experimental data; Current (fluid); Geology; Geotechnical engineering; Statistics; Mathematics; Ecology; Physics","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":[0.001016184,0.0006912437,0.0005913219,0.0004803167,0.0003937822,0.0003651243,0.0008615719,0.00059418,0.003450869],"category_scores_gemma":[0.002858806,0.0002353733,0.0004508123,0.0003690724,0.0006381913,0.000706477,0.0005073538,0.0004074863,0.0003107509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003568701,"about_ca_system_score_gemma":0.0002825591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007129703,"about_ca_topic_score_gemma":0.0008980361,"domain_scores_codex":[0.9992786,0.0001860698,0.00007352627,0.0001321309,0.0002003934,0.000129319],"domain_scores_gemma":[0.9969262,0.001475096,0.0003049567,0.0005237621,0.0006000319,0.0001698473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003371077,0.007320857,0.01882958,0.001438338,0.0001627242,0.0005767661,0.001376479,0.1238967,0.781049,0.001864337,0.001103663,0.05901049],"study_design_scores_gemma":[0.0002916119,0.0435283,0.02012219,0.00005002096,0.0001922975,0.0002564824,0.0009912259,0.08280596,0.8467135,0.001192963,0.003764782,0.00009069417],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916719,0.0000730559,0.007016437,0.00002164165,0.00002062972,0.00008878511,0.0002003673,0.0001228193,0.0007843717],"genre_scores_gemma":[0.9946246,0.00008545952,0.004190807,0.000006829616,0.000008721984,0.0000633317,0.0001560987,0.00001962598,0.0008444279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003450869,"threshold_uncertainty_score":0.01154429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101251607049273,"score_gpt":0.3427303159726555,"score_spread":0.2326051552677282,"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."}}