{"id":"W1987599861","doi":"10.1016/j.jfluidstructs.2010.03.006","title":"A shallow-depth sloshing absorber for structural control","year":2010,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Manitoba","keywords":"Slosh dynamics; Dissipative system; Smoothed-particle hydrodynamics; Mechanics; Vibration; Work (physics); Free surface; Vibration control; Materials science; Physics; Acoustics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009440417,0.000234126,0.0004145105,0.0001746905,0.0003673724,0.0003059367,0.0006668917,0.0004905908,0.00341786],"category_scores_gemma":[0.0001431272,0.000142393,0.0002164706,0.0001377518,0.0002492896,0.0003602703,0.0005088322,0.000473648,0.0003715928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001742382,"about_ca_system_score_gemma":0.000216129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005495865,"about_ca_topic_score_gemma":0.0009764467,"domain_scores_codex":[0.9999506,0.00000615163,0.000001687976,0.000009829808,0.00002195749,0.00000982264],"domain_scores_gemma":[0.9999342,0.00001626501,0.000008757614,0.00001242745,0.00001265572,0.00001571685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004801453,0.0003607534,0.0007440863,0.0001380603,0.00004195911,0.0001772057,0.0001283788,0.1418551,0.7157792,0.01187021,0.001605495,0.1268193],"study_design_scores_gemma":[0.00005879809,0.000412523,0.0005984504,0.00001350885,0.00003426681,0.0000587248,0.00002603791,0.9455328,0.04670021,0.001537053,0.004998601,0.00002904206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2528233,0.0003963032,0.731916,0.0002441078,0.0001370596,0.00007736361,0.00007186058,0.001149194,0.01318485],"genre_scores_gemma":[0.9282861,0.0001697722,0.06146961,0.00008018582,0.00002628248,0.00003758585,0.00003370382,0.00004901156,0.009847714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00341786,"threshold_uncertainty_score":0.01143384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005806156767284809,"score_gpt":0.2430342592914716,"score_spread":0.2372281025241868,"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."}}