{"id":"W2046230709","doi":"10.1115/1.3142873","title":"Theoretical Modeling of TLD With Different Tank Geometries Using Linear Long Wave Theory","year":2009,"lang":"en","type":"article","venue":"Journal of vibration and acoustics","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Slosh dynamics; Mechanics; Mass ratio; Damping ratio; Work (physics); Added mass; Damper; Amplitude; Fluid–structure interaction; Structural engineering; Materials science; Vibration; Finite element method; Physics; Engineering; Acoustics; Optics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001826589,0.00009530521,0.0002113659,0.0001962788,0.00004145768,0.00004338826,0.00004002643,0.00005177882,0.00003637851],"category_scores_gemma":[0.00005188559,0.00006649748,0.00005138508,0.0001587198,0.00004402463,0.0001470821,0.000006096013,0.0001345014,8.528266e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001920627,"about_ca_system_score_gemma":0.00001800773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.734589e-7,"about_ca_topic_score_gemma":4.322467e-7,"domain_scores_codex":[0.9992933,0.00001860592,0.0003599347,0.00004950955,0.0001942499,0.00008436175],"domain_scores_gemma":[0.9995575,0.00005411289,0.0000990292,0.00006393225,0.0001625179,0.000062941],"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":[0.00005319975,0.00002946078,0.00007774879,0.00002167478,0.00005850265,0.000005462228,0.0001224273,0.9586294,0.01978609,0.02018057,0.000004732919,0.001030691],"study_design_scores_gemma":[0.0002441682,0.0001476584,0.000380651,0.00005613025,0.0001303822,0.00002820602,0.000139519,0.9935659,0.001935479,0.00329376,5.099189e-7,0.00007766503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4182102,0.0001274177,0.5815077,0.00004520578,0.0000301272,0.00001742277,0.000001892913,0.000006276042,0.00005378862],"genre_scores_gemma":[0.989589,0.0002714115,0.009974097,0.0000623714,0.00008738312,7.590339e-8,0.000002306429,0.00000951598,0.000003794016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5715336,"threshold_uncertainty_score":0.2711689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043191992534731,"score_gpt":0.2199871457713832,"score_spread":0.2095552258460359,"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."}}