{"id":"W4404907550","doi":"10.1016/j.enganabound.2024.106055","title":"Study on the ice-water interaction problem based on MPS-NDEM coupling model","year":2024,"lang":"en","type":"article","venue":"Engineering Analysis with Boundary Elements","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"China Scholarship Council; National Natural Science Foundation of China; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Coupling (piping); Computer science; Geology; Engineering; Mechanical engineering","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":[0.0003459245,0.0006317836,0.0009051083,0.0004690943,0.0007391252,0.0007845239,0.001012081,0.001273144,0.002901987],"category_scores_gemma":[0.001237906,0.0003372023,0.0008207607,0.0002840098,0.0007160154,0.0009970806,0.001373518,0.0008881011,0.0001599174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004325791,"about_ca_system_score_gemma":0.0006273749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102391,"about_ca_topic_score_gemma":0.00367647,"domain_scores_codex":[0.9997906,0.00006781773,0.000006558808,0.00003863449,0.00005459383,0.00004180229],"domain_scores_gemma":[0.9995596,0.0002599766,0.00004291411,0.0000193982,0.00006427137,0.00005386164],"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":[0.00005982862,0.00005419373,0.0009590183,0.00009749115,0.00002761443,0.0002507404,0.00005837473,0.9779399,0.002383648,0.0133488,0.0005366019,0.004283763],"study_design_scores_gemma":[0.000004237474,0.000008573592,0.0001039014,0.000003624203,0.000003919938,0.00001272826,0.00001818521,0.9982827,0.0002178373,0.001125853,0.0002158502,0.000002581244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3607563,0.001572766,0.5796929,0.001507186,0.0002709938,0.0001435289,0.0002356332,0.0001852939,0.05563543],"genre_scores_gemma":[0.9667857,0.0004541895,0.02204381,0.0001252281,0.00007472007,0.00008433152,0.0001308657,0.00007732425,0.01022389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0102391,"threshold_uncertainty_score":0.02035898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115618217943603,"score_gpt":0.2425182637145579,"score_spread":0.2309564419201976,"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."}}