{"id":"W2558179769","doi":"10.1115/pvp2016-64034","title":"Allowable Piping Imposed Nozzle Loads on Pumps of Large Diameter Nozzles","year":2016,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amec Foster Wheeler (Canada)","funders":"","keywords":"Nozzle; Piping; Moment (physics); NPSH; Mechanical engineering; Mechanics; Structural engineering; Suction; Stress (linguistics); Flow (mathematics); Engineering; Marine engineering; Physics; Impeller","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001988195,0.0001302898,0.0002387991,0.00006667994,0.00002132673,0.00001020242,0.0001278117,0.00007262741,0.0007065134],"category_scores_gemma":[0.00003427314,0.00007993409,0.00007359577,0.00007329607,0.00001470542,0.00008615695,0.00001897665,0.00003765333,0.0004512805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003104482,"about_ca_system_score_gemma":0.000007515078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004356651,"about_ca_topic_score_gemma":0.00002825163,"domain_scores_codex":[0.9991522,0.0000200144,0.0002817493,0.0001231965,0.0001532266,0.0002696429],"domain_scores_gemma":[0.9994215,0.0001715353,0.00003065923,0.0002903475,0.00001909798,0.00006689943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004177636,0.0002576341,0.008307741,0.001028641,0.000523841,0.00001935728,0.002542699,0.007607968,0.8949781,0.006927621,0.05526003,0.02250457],"study_design_scores_gemma":[0.004017814,0.0003269068,0.005072903,0.001579509,0.00005264895,0.00001441862,0.0004764469,0.05642208,0.7873405,0.0004486377,0.1430017,0.001246396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5780693,0.0001407512,0.09088719,0.000234061,0.0008869721,0.0003124747,0.00003593096,0.0005215516,0.3289118],"genre_scores_gemma":[0.9963384,0.00002535658,0.0003080091,0.0000820694,0.00007438441,0.00001195758,0.00000158476,0.00002955363,0.003128639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4182692,"threshold_uncertainty_score":0.7735826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0091879991309464,"score_gpt":0.210096527203377,"score_spread":0.2009085280724306,"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."}}