{"id":"W2916569716","doi":"10.29252/jafm.73.245.27652","title":"Oscillations of Water Levels in Vertical Semi-Immersed Tubes: Analytical Solutions and Experimental Verification","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Fluid Mechanics","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Oscillation (cell signaling); Mechanics; Bernoulli's principle; Physics; Differential equation; Nonlinear system; Momentum (technical analysis); Flow (mathematics); Equations of motion; Partial differential equation; Classical mechanics; Mathematical analysis; Mathematics; Thermodynamics","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":[0.0003071,0.0001054372,0.0002597351,0.0001289043,0.0001285211,0.00003444265,0.0001233639,0.00008120568,0.00002450157],"category_scores_gemma":[0.00004421726,0.00008754041,0.00005163374,0.00004710821,0.00004846677,0.0001904854,0.00006186884,0.0001462618,0.000005663525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008812231,"about_ca_system_score_gemma":0.00001849009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001477823,"about_ca_topic_score_gemma":0.000001913814,"domain_scores_codex":[0.9990326,0.000009654444,0.0004804603,0.00008958991,0.0002143555,0.0001733327],"domain_scores_gemma":[0.999547,0.00004836717,0.00004661321,0.0002031291,0.00008588656,0.00006900818],"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":[0.0000647029,0.00007976342,0.0001053083,0.00003028895,0.0001153006,0.000003804602,0.001709848,0.04407542,0.9269695,0.02649812,0.0001103011,0.0002376783],"study_design_scores_gemma":[0.001908931,0.00007697978,0.004922181,0.00005043477,0.0001039852,0.00001401029,0.001422966,0.6343103,0.3548477,0.001786668,0.0003396054,0.0002162358],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836994,0.0001475133,0.01457553,0.0001368473,0.0002031319,0.0001177314,0.000005479618,0.00001436817,0.00109997],"genre_scores_gemma":[0.9992611,0.00003984367,0.0006102871,0.00001183457,0.00005344167,0.000003229437,0.000001172579,0.00001483375,0.000004224263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5902349,"threshold_uncertainty_score":0.3569794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04306678096397139,"score_gpt":0.2793364034931948,"score_spread":0.2362696225292234,"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."}}