{"id":"W2093841957","doi":"10.1017/jfm.2012.325","title":"Hydrodynamic forces on steady and oscillating porous particles","year":2012,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mechanics; Lattice Boltzmann methods; Porosity; Particle (ecology); Physics; Classical mechanics; Porous medium; Stokes number; Range (aeronautics); Materials science; Reynolds number","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003893157,0.0002567936,0.0004153542,0.0006934769,0.0005296387,0.0006741764,0.0006126582,0.0005661214,0.001224404],"category_scores_gemma":[0.001555835,0.000267248,0.000364342,0.0002486102,0.002023992,0.0008585913,0.001098004,0.0004124948,0.0001760985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008703314,"about_ca_system_score_gemma":0.0007096751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003289659,"about_ca_topic_score_gemma":0.001203284,"domain_scores_codex":[0.9997334,0.0000333912,0.0000106778,0.00003503682,0.0001144555,0.00007304766],"domain_scores_gemma":[0.9996563,0.0001360548,0.00005342819,0.0000269452,0.00006914556,0.00005817723],"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":[0.0001564696,0.0001742127,0.002046276,0.0001037409,0.00004158834,0.0008222063,0.0003917095,0.6360018,0.1354521,0.2064555,0.0007871264,0.01756722],"study_design_scores_gemma":[0.00004726769,0.00004085059,0.0008625001,0.000009700479,0.000007950889,0.00008306687,0.00004842762,0.98127,0.008203567,0.008540812,0.0008641785,0.00002182454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8192787,0.0005284393,0.159468,0.0004330025,0.000133336,0.0000419028,0.0000852718,0.0001475713,0.01988382],"genre_scores_gemma":[0.9917716,0.0001724461,0.004789924,0.00005672541,0.00002317586,0.00002336962,0.00003596359,0.0000253836,0.003101416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003289659,"threshold_uncertainty_score":0.006541014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816405294719778,"score_gpt":0.2425378979605904,"score_spread":0.2243738450133926,"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."}}