{"id":"W4392369628","doi":"10.5194/tc-18-1013-2024","title":"Smoothed particle hydrodynamics implementation of the standard viscous–plastic sea-ice model and validation in simple idealized experiments","year":2024,"lang":"en","type":"article","venue":"The cryosphere","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement; Community Sector Council Newfoundland and Labrador; Environment and Climate Change Canada; McGill University","funders":"Office of Naval Research; McGill University","keywords":"Smoothed-particle hydrodynamics; Mechanics; Smoothing; Boundary value problem; Physics; Geology; Mathematics; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007505042,0.0004266737,0.0004980626,0.0003322499,0.0003126099,0.0005288518,0.0007274176,0.0006002082,0.001534905],"category_scores_gemma":[0.00144136,0.0001721807,0.0003415799,0.0002366806,0.0005553235,0.000361146,0.0004953485,0.0005770538,0.0002324804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003810058,"about_ca_system_score_gemma":0.0005134516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003938337,"about_ca_topic_score_gemma":0.001803808,"domain_scores_codex":[0.9997446,0.00004578176,0.00001880952,0.00003817928,0.0001122992,0.00004032535],"domain_scores_gemma":[0.9991441,0.0003281867,0.00007248318,0.0002140162,0.0001839681,0.00005717707],"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":[0.0003917086,0.0005120471,0.004672904,0.0002565277,0.00005049456,0.0003595264,0.0002610955,0.8955349,0.08050816,0.004244026,0.0007789699,0.01242959],"study_design_scores_gemma":[0.00003164942,0.0002695259,0.001191808,0.000008223373,0.000006904648,0.00001848823,0.00003034984,0.9729399,0.0245359,0.000336122,0.0006172806,0.00001395259],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9275676,0.0001043539,0.06739143,0.0001011278,0.00009165546,0.0001373934,0.0007469779,0.0007961077,0.003063259],"genre_scores_gemma":[0.9795575,0.0000754369,0.01904458,0.00001510986,0.000005927695,0.00009605128,0.0003780967,0.00003961972,0.0007877824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003938337,"threshold_uncertainty_score":0.007830858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009968035820685029,"score_gpt":0.2802541140975999,"score_spread":0.2702860782769149,"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."}}