{"id":"W2621018622","doi":"10.1061/9780784480724.015","title":"Operational Safety of Dams and Hydropower Installations","year":2017,"lang":"en","type":"article","venue":"Geo-Risk 2017","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Power Generation; BC Hydro (Canada)","funders":"","keywords":"Hydropower; Spillway; Abutment; Embankment dam; Engineering; Hydroelectricity; Civil engineering; Piping; Flood myth; Levee; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001799158,0.0005047113,0.0003995188,0.0007919291,0.0004698304,0.001507276,0.0008270863,0.0005899972,0.004495374],"category_scores_gemma":[0.008751174,0.000337597,0.0004227273,0.0006606483,0.001246759,0.001481713,0.001223187,0.0006388166,0.0005067828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481778,"about_ca_system_score_gemma":0.002526631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009084689,"about_ca_topic_score_gemma":0.00410765,"domain_scores_codex":[0.9980754,0.0007482367,0.00009787296,0.0002354361,0.0005990642,0.0002439888],"domain_scores_gemma":[0.9957703,0.002055558,0.0008857546,0.0003663162,0.0007308721,0.0001911896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006990584,0.00002978022,0.00422281,0.00005522102,0.00002344404,0.00009053687,0.0001039427,0.9006686,0.0006300025,0.07462333,0.001081395,0.01840114],"study_design_scores_gemma":[0.00001403222,0.0001000768,0.002803761,0.0000548305,0.00001594398,0.00008600568,0.0002742864,0.9119409,0.0009504154,0.07541082,0.008326256,0.00002264052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3610704,0.001278191,0.5450598,0.001410396,0.0001601235,0.0002188977,0.001994548,0.0005312564,0.08827642],"genre_scores_gemma":[0.9822688,0.0006940399,0.01228226,0.00003812246,0.00002870834,0.00006774245,0.0005482418,0.00005520621,0.004016837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009084689,"threshold_uncertainty_score":0.01806366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008661182610781826,"score_gpt":0.2239897903150421,"score_spread":0.2153286077042603,"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."}}