{"id":"W4401629469","doi":"10.2514/6.2024-4161","title":"Immersed Boundary Methodology for 3D Multi-Step Ice Accretion Simulations","year":2024,"lang":"en","type":"article","venue":"","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Office National d'études et de Recherches Aérospatiales","keywords":"Accretion (finance); Computer science; Boundary (topology); Geology; Computational science; Computer graphics (images); Physics; Astrophysics; Mathematics","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":[0.001020474,0.0009570642,0.001101056,0.0005843207,0.0006555839,0.001231297,0.002985126,0.002116603,0.005608039],"category_scores_gemma":[0.002599051,0.0007150747,0.001363725,0.0003775186,0.0008548423,0.0007739364,0.001972215,0.001838088,0.001062589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007610139,"about_ca_system_score_gemma":0.001329291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005352189,"about_ca_topic_score_gemma":0.002820807,"domain_scores_codex":[0.999597,0.0001162604,0.00002272004,0.00004167198,0.0001714429,0.00005087788],"domain_scores_gemma":[0.9990422,0.0005247314,0.00007608629,0.00006146367,0.0002029544,0.00009254567],"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":[0.00004063552,0.00004279558,0.0004257744,0.0001378635,0.00003098938,0.00009854372,0.00009066307,0.9767621,0.00324908,0.01169083,0.0008342228,0.006596426],"study_design_scores_gemma":[0.00001015738,0.000007434396,0.00002289918,0.000008994453,0.000002076474,0.000008005487,0.000006933863,0.9968576,0.0003755447,0.001441241,0.001254633,0.000004405171],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01033055,0.0003533751,0.9810132,0.0002280897,0.0001171584,0.0001875142,0.0003487398,0.001037665,0.006383674],"genre_scores_gemma":[0.2808859,0.0006062376,0.7068682,0.0003189994,0.00009718369,0.001883724,0.001282159,0.001038319,0.007019282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005608039,"threshold_uncertainty_score":0.0187608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09504271237327551,"score_gpt":0.3467390210095103,"score_spread":0.2516963086362348,"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."}}