{"id":"W2978287335","doi":"","title":"Complex fluid modeling of fluid-structure interaction using level-set","year":2009,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Computer science; Fluid–structure interaction; Set (abstract data type); Fluid dynamics; Mechanics; Finite element method; Physics; Programming language; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006162648,0.0007255726,0.001421554,0.0008181561,0.0008541921,0.002298888,0.0018948,0.002095981,0.004495259],"category_scores_gemma":[0.002656273,0.0008064697,0.001079323,0.0008124792,0.001224027,0.001664439,0.001614252,0.001961544,0.0007359774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102771,"about_ca_system_score_gemma":0.001349556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007835452,"about_ca_topic_score_gemma":0.004917442,"domain_scores_codex":[0.9996483,0.0001193979,0.00001718433,0.00003616835,0.0001472717,0.00003162397],"domain_scores_gemma":[0.9991177,0.0004921452,0.00007785543,0.0000807713,0.000146112,0.00008541073],"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":[0.00002875448,0.00003485224,0.0001914359,0.00004214503,0.00002065092,0.0000470821,0.00003898422,0.9789816,0.001580985,0.01431842,0.0004422115,0.004273001],"study_design_scores_gemma":[0.000002294737,0.000001789516,0.00001163899,0.000001034746,8.443276e-7,0.000002531105,0.00000105979,0.998697,0.0001226081,0.001031296,0.0001261866,0.000001645048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03021372,0.0002609006,0.9622781,0.0003645174,0.0001207195,0.00008099545,0.0001356905,0.0005074072,0.006038064],"genre_scores_gemma":[0.7393817,0.0007654452,0.2454364,0.0002626688,0.0001490183,0.0003366625,0.0003122198,0.0006599042,0.01269599],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007835452,"threshold_uncertainty_score":0.0155797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06875853160709615,"score_gpt":0.3071800567830414,"score_spread":0.2384215251759452,"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."}}