{"id":"W4366769617","doi":"10.1061/jhend8.hyeng-13538","title":"Air Pocket Removal during Siphon Priming","year":2023,"lang":"en","type":"article","venue":"Journal of Hydraulic Engineering","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Siphon (mollusc); Air entrainment; Entrainment (biomusicology); Mechanics; Priming (agriculture); Compressed air; Airflow; Materials science; Engineering; Physics; Mechanical engineering; Acoustics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002842993,0.0002581949,0.0003867761,0.0005657051,0.00006200777,0.00003646871,0.0002954229,0.0001182377,0.00004246688],"category_scores_gemma":[0.0001127271,0.0002470243,0.000205355,0.0005697343,0.00001352016,0.0002953926,0.00004623073,0.0005174509,0.00004462175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237811,"about_ca_system_score_gemma":0.00002302569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002309254,"about_ca_topic_score_gemma":9.066436e-7,"domain_scores_codex":[0.9983873,0.00001264415,0.0005902637,0.0001278867,0.0003897715,0.0004921842],"domain_scores_gemma":[0.9993858,0.00007155477,0.00008537222,0.0002100272,0.00004981543,0.0001974151],"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":[0.000008272506,0.000004184973,0.00005300534,0.0001840931,0.0000972104,0.0007706777,0.0004695782,0.8856692,0.1094038,0.00002364402,0.001319807,0.001996556],"study_design_scores_gemma":[0.003053392,0.0002006816,0.0794651,0.001036569,0.0001682014,0.008212218,0.0004076618,0.5605384,0.2377689,0.0002901219,0.107072,0.001786828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929302,0.0009125187,0.002440708,0.0001202766,0.001724966,0.00006629514,0.000002286065,0.0005814327,0.001221265],"genre_scores_gemma":[0.99684,0.0001820701,0.001876692,0.00003667181,0.0008504649,0.000002312397,0.000002086117,0.00008814988,0.0001215332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3251309,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004978795892074439,"score_gpt":0.1905675939467,"score_spread":0.1855887980546256,"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."}}