{"id":"W2997880938","doi":"10.1016/j.jfluidstructs.2019.102835","title":"On the limits of added-mass theory in separated flows and with varying initial conditions","year":2019,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inviscid flow; Added mass; Mechanics; Rest (music); Wake; Acceleration; Steady state (chemistry); Classical mechanics; Residual; Flow (mathematics); Physics; Mathematics; Chemistry; Vibration","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":[0.0001236609,0.00006649046,0.0001491887,0.0001134372,0.00002555983,0.00002661725,0.00004267813,0.00003212131,0.0001003123],"category_scores_gemma":[0.00001335364,0.00003744232,0.00002574826,0.00009548962,0.00002529089,0.00007144828,0.000002996403,0.0001288085,2.389668e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005904477,"about_ca_system_score_gemma":0.00001145192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002204833,"about_ca_topic_score_gemma":0.000008356354,"domain_scores_codex":[0.9995934,0.00003105505,0.0001841667,0.00004156912,0.00009219171,0.0000576093],"domain_scores_gemma":[0.9997141,0.000121458,0.00004242721,0.00005453475,0.0000409767,0.00002651963],"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":[0.000467161,0.00002646129,0.005252517,0.0001044154,0.0006349866,0.00002958189,0.001642013,0.512662,0.2686646,0.2077783,0.000619202,0.002118746],"study_design_scores_gemma":[0.002304984,0.0007105155,0.04205477,0.0002392649,0.0001513056,0.00009816974,0.0004475281,0.8927222,0.01159102,0.04928368,0.00009996842,0.000296554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973963,0.0002734545,0.001192345,0.00005267687,0.00005131386,0.00004056065,0.000009981649,0.00000318724,0.0009801039],"genre_scores_gemma":[0.9995887,0.0001241104,0.0001971876,0.00005152552,0.00002021767,4.149953e-7,0.000001726713,0.000005916689,0.00001019001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3800603,"threshold_uncertainty_score":0.1526854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006984943368551765,"score_gpt":0.2346551677349037,"score_spread":0.227670224366352,"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."}}