{"id":"W4413937448","doi":"10.1680/dbdal.61330.015","title":"Updating the English reservoir flood maps","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stillwater (Canada)","funders":"","keywords":"Flood myth; Computer science; Hydrology (agriculture); Geology; Geography; Cartography; Water resource management; Environmental science; Archaeology; Geotechnical engineering","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":[0.00125766,0.0005164703,0.000327588,0.003649415,0.000407653,0.001869737,0.0006471762,0.0003858235,0.03057822],"category_scores_gemma":[0.003945092,0.0002953815,0.0002445045,0.003487275,0.0004238599,0.002945285,0.001006911,0.0008966983,0.008896656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469225,"about_ca_system_score_gemma":0.001927519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135857,"about_ca_topic_score_gemma":0.01507334,"domain_scores_codex":[0.999499,0.00006656611,0.00006389293,0.00004254672,0.0003067682,0.00002122623],"domain_scores_gemma":[0.9989047,0.0002324829,0.00006301394,0.00006113039,0.0007071091,0.00003161516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002372728,0.00001143014,0.0004038204,0.0009437449,0.00000780368,0.0001845731,0.0008283692,0.00152909,0.0005206638,0.04028337,0.6602067,0.2950568],"study_design_scores_gemma":[8.895616e-7,0.000002400843,0.0003677654,0.0002566463,0.000002203032,0.00004872253,0.00006987552,0.00008498754,0.0001089816,0.00125789,0.9977947,0.000004948619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01364179,0.143883,0.07126778,0.029571,0.03789021,0.000506143,0.05613052,0.002609737,0.6444999],"genre_scores_gemma":[0.03809856,0.1906368,0.06079981,0.004402013,0.004406834,0.0005685902,0.03745183,0.002430259,0.6612053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03057822,"threshold_uncertainty_score":0.1022944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008506413094771941,"score_gpt":0.1752222403157277,"score_spread":0.1667158272209557,"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."}}