{"id":"W2971844868","doi":"10.2495/safe-v9-n3-261-268","title":"Study on coupling of smooth particle method with finite elements based on mesh–particle matching degree","year":2019,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science Challenge Project","keywords":"Matching (statistics); Particle (ecology); Degree (music); Coupling (piping); Finite element method; Computer science; Topology (electrical circuits); Structural engineering; Materials science; Mathematics; Physics; Engineering; Geology; Composite material; Statistics; Acoustics; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001391586,0.0007089073,0.0008478715,0.0009969951,0.0006758663,0.0008908003,0.001291822,0.00119286,0.002486547],"category_scores_gemma":[0.004681345,0.0005025007,0.0009149166,0.0008423858,0.0008418394,0.002305035,0.001521572,0.001091301,0.0004086457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000599449,"about_ca_system_score_gemma":0.0007901475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00301583,"about_ca_topic_score_gemma":0.00126307,"domain_scores_codex":[0.9987876,0.0002999938,0.00006472969,0.000175846,0.0005969692,0.00007482155],"domain_scores_gemma":[0.9981816,0.001018584,0.0001160154,0.0001855232,0.000414629,0.00008369886],"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":[0.0002532571,0.0001807908,0.006177075,0.0005432991,0.0001921977,0.0001658911,0.0005581196,0.6543728,0.02355668,0.08576988,0.001358375,0.2268716],"study_design_scores_gemma":[0.00001116084,0.00004480178,0.0002314552,0.00001080331,0.00001231388,0.0000307875,0.0000230244,0.9922058,0.002242658,0.003523249,0.001652015,0.00001190893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01581861,0.0003179268,0.9815571,0.00006813624,0.00007182936,0.00004495545,0.000008778231,0.0001326231,0.001979976],"genre_scores_gemma":[0.5061852,0.0009863708,0.4874119,0.0001347165,0.0001333915,0.0002539121,0.00009323211,0.0003483323,0.004452909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00301583,"threshold_uncertainty_score":0.008318365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264028296539355,"score_gpt":0.2654997776730197,"score_spread":0.2528594947076261,"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."}}