{"id":"W2526505189","doi":"10.1680/osdr.61217","title":"Operational Safety of Dams and Reservoirs","year":2016,"lang":"en","type":"book","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Army Corps of Engineers; BC Hydro; Vattenfall; Uppsala Universitet; George Mason University","keywords":"Environmental science; Petroleum engineering; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002056161,0.00016652,0.0002627992,0.0001065426,0.00001866615,0.00001252827,0.0001056528,0.0002091511,0.0004785882],"category_scores_gemma":[0.00003755019,0.0001297248,0.00004892299,0.0000288008,0.00003395279,0.00006879179,0.00003349214,0.000136866,0.00001504137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005242996,"about_ca_system_score_gemma":0.00003468916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001136222,"about_ca_topic_score_gemma":0.000001282992,"domain_scores_codex":[0.9992841,0.00001484443,0.0002892802,0.0001294055,0.0001713725,0.0001110219],"domain_scores_gemma":[0.999476,0.0002091477,0.00002191711,0.0001833522,0.00004830792,0.0000612821],"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":[0.00001613544,0.000003640862,0.00004327962,0.0005300946,0.0001605374,0.000002518872,0.00006184404,0.8926393,0.0005947918,0.03967727,0.06184561,0.004424942],"study_design_scores_gemma":[0.0005981973,0.00002555686,0.0002567697,0.0002978781,0.00001979002,0.000004278876,0.000002897186,0.1366469,0.0004322318,0.003839649,0.8574751,0.0004007967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002718353,0.0007891261,0.1170569,0.00004869226,0.0002034339,0.0001235107,0.00006875707,0.0001881361,0.8812496],"genre_scores_gemma":[0.001242876,0.0006545394,0.02250926,0.000008976109,0.0002232075,0.000005637422,0.00004816248,0.00006758086,0.9752398],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7956295,"threshold_uncertainty_score":0.5290022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645641192370549,"score_gpt":0.2663333359433899,"score_spread":0.2498769240196844,"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."}}