{"id":"W1964199026","doi":"10.1139/l03-071","title":"Comparison of computed water hammer pressures with test results for the Çatalan power plant in Turkey","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Water Systems and Optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Penstock; Water hammer; Transient (computer programming); Closure (psychology); Turbine; Power station; Engineering; Flow (mathematics); Momentum (technical analysis); Load rejection; Mechanics; Test data; Marine engineering; Structural engineering; Mechanical engineering; Computer science; Physics; Electrical engineering","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":[0.0003284706,0.0003711249,0.0003939345,0.0005877998,0.0005189758,0.0006187143,0.0009974474,0.0006964739,0.001836807],"category_scores_gemma":[0.001027705,0.0002391541,0.0003154372,0.0007906167,0.0006071895,0.0005836054,0.0003711637,0.0005662582,0.0003013567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465934,"about_ca_system_score_gemma":0.0009919098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02839017,"about_ca_topic_score_gemma":0.03196251,"domain_scores_codex":[0.9997626,0.00002345842,0.00001886825,0.00004603319,0.00008732965,0.00006172141],"domain_scores_gemma":[0.9993223,0.0003396626,0.00005177734,0.00006597762,0.0001764244,0.00004380119],"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":[0.001404759,0.0005472228,0.04556727,0.0004617558,0.00004773738,0.001289152,0.0005864153,0.8513649,0.05044867,0.00124783,0.002582403,0.04445192],"study_design_scores_gemma":[0.0002770307,0.001118645,0.1088091,0.00003147651,0.0000399991,0.0001985175,0.0009889135,0.7835166,0.1027913,0.0003879825,0.001748372,0.00009204984],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963438,0.00002841795,0.001585664,0.00002181187,0.000005841802,0.00001573523,0.0003693746,0.0001657529,0.001463662],"genre_scores_gemma":[0.9988972,0.00001629468,0.0005443441,0.000002431899,6.522741e-7,0.000009987573,0.0002900107,0.00001321076,0.0002259426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02839017,"threshold_uncertainty_score":0.05644983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008821360000709067,"score_gpt":0.1813399553607127,"score_spread":0.1725185953600037,"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."}}