{"id":"W4386625103","doi":"10.1002/pamm.202300014","title":"A surface finite element method for the Navier–Stokes equations on evolving surfaces","year":2023,"lang":"en","type":"article","venue":"PAMM","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Deutsche Forschungsgemeinschaft","keywords":"Surface (topology); Finite element method; Navier–Stokes equations; Convergence (economics); Mathematics; Context (archaeology); Mathematical analysis; Stokes flow; Geometry; Classical mechanics; Mechanics; Physics; Geology; Flow (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":[0.0006928139,0.0004654244,0.0006236691,0.0005258913,0.0003687035,0.0006723691,0.001005127,0.001409923,0.003449532],"category_scores_gemma":[0.001299369,0.0003279371,0.000796588,0.0004334813,0.0007385264,0.0007144027,0.0009888696,0.001217603,0.001366731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662275,"about_ca_system_score_gemma":0.0007157367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116506,"about_ca_topic_score_gemma":0.0009615893,"domain_scores_codex":[0.9995862,0.0001127385,0.00002064218,0.00003620613,0.000224296,0.00002000297],"domain_scores_gemma":[0.9995363,0.0001981255,0.00002003229,0.00004968196,0.0001705997,0.00002531311],"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":[0.00007347369,0.0001311673,0.000871673,0.0002701187,0.00005635154,0.0001763094,0.0003375755,0.6699805,0.07452583,0.09033654,0.002599648,0.1606409],"study_design_scores_gemma":[0.000008588123,0.00002092457,0.00005568982,0.000009974156,0.000003456153,0.00003371036,0.00001198688,0.9876593,0.00284291,0.003628864,0.005715925,0.000008662657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00259431,0.00004754401,0.9961934,0.00004759214,0.00003190335,0.00002314718,0.00001976531,0.0001168937,0.0009255827],"genre_scores_gemma":[0.09241942,0.0002047374,0.9016265,0.0000956609,0.0000490637,0.0002914162,0.0001711858,0.0002587993,0.004883158],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003449532,"threshold_uncertainty_score":0.01153982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04746275938400937,"score_gpt":0.3087587015488649,"score_spread":0.2612959421648556,"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."}}