{"id":"W4404520016","doi":"10.1145/3681758.3697988","title":"Boundary Conditions of the Third Kind: Generalized Sources and Sinks in Fluid Simulations","year":2024,"lang":"en","type":"article","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Crosslight Software (Canada)","funders":"","keywords":"Computer science; Boundary (topology); Boundary value problem; Mechanics; Physics; Mathematics; Mathematical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001158853,0.00006072864,0.00007692981,0.0001828506,0.00009469756,0.000224289,0.0002649727,0.00003591427,0.00001495556],"category_scores_gemma":[0.000008035619,0.00004233282,0.00004032127,0.0006140376,0.00007498908,0.0002040681,0.0002010512,0.00006306702,6.533358e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007282089,"about_ca_system_score_gemma":0.00005372323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007128175,"about_ca_topic_score_gemma":0.00006737973,"domain_scores_codex":[0.9994214,0.00004727762,0.0001766176,0.0001647324,0.0001134972,0.00007647244],"domain_scores_gemma":[0.9995971,0.0000955969,0.00002335089,0.000227133,0.00003630748,0.00002051153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[2.710633e-7,0.00001652829,0.001756846,0.00001218478,0.000006051296,7.031373e-7,0.0005815918,0.0001144099,0.0009745571,0.9947652,0.0009328803,0.0008387813],"study_design_scores_gemma":[0.0001118848,0.00002205058,0.0112784,0.00005798443,0.000003927338,0.000004692984,0.000008336604,0.8326862,0.004974076,0.1412623,0.009500514,0.00008958562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3377682,0.0005508513,0.6591398,0.001252733,0.0001906539,0.0001687316,0.000009998931,0.0002535484,0.000665605],"genre_scores_gemma":[0.9957868,0.00003207659,0.003683594,0.0003008931,0.00001466753,0.000005184173,0.000002753971,0.000003650908,0.000170362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8535029,"threshold_uncertainty_score":0.2162824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744526543998835,"score_gpt":0.2990502499738337,"score_spread":0.2816049845338453,"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."}}