{"id":"W7095674753","doi":"","title":"Hydro 2002, Kiris, Turkey Recent advances in estimating uncertainties in discharge measurements with the ASFM","year":2002,"lang":"en","type":"article","venue":"","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flow measurement; Turbulence; Transducer; Turbine; Hydroelectricity; Interference (communication); Flow (mathematics); Metre","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001390493,0.0001593749,0.0001570177,0.00006964748,0.00004391484,0.00003365897,0.0001489313,0.00003917042,0.0005603393],"category_scores_gemma":[0.00003232313,0.00009284075,0.00001726144,0.0002449171,0.00003157344,0.0002107214,0.00001450939,0.0001943082,0.00002257302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006878693,"about_ca_system_score_gemma":0.00000445103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008577889,"about_ca_topic_score_gemma":0.001495528,"domain_scores_codex":[0.9991061,0.00002937365,0.0001919927,0.0001446776,0.0002327834,0.0002950758],"domain_scores_gemma":[0.9997355,0.00003403531,0.00001953638,0.0001608917,0.00001463813,0.00003534463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005798379,0.00001626274,0.004328787,0.00004200636,0.00001386417,0.000005222307,0.001220097,0.9587548,0.0001844136,0.00004265529,0.004271161,0.03111488],"study_design_scores_gemma":[0.0007303302,0.00003325805,0.003386155,0.0001347659,0.000007192516,0.000005256665,0.0004239072,0.9486777,0.00109372,0.0001453668,0.04502025,0.0003420598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7606721,0.03743127,0.009127857,0.002559908,0.001057324,0.001011972,0.000008384056,0.0005848667,0.1875463],"genre_scores_gemma":[0.996981,0.0005165702,0.002026343,0.00008293117,0.00004728738,0.00002937394,0.000001619653,0.00001927857,0.0002956073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2363089,"threshold_uncertainty_score":0.6135322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719563437676731,"score_gpt":0.2207575041102333,"score_spread":0.203561869733466,"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."}}