{"id":"W7097205038","doi":"","title":"Optimal Tank Design and Directional Dynarnic Analysis of Liquid Cargo Vehicles under Steering and Braking","year":2001,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproduction; Control (management); Work (physics); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006315879,0.00007725849,0.0001302637,0.0002647385,0.0000598726,0.0000272625,0.00002494092,0.0000363067,0.0001025563],"category_scores_gemma":[0.000006931749,0.00007836079,0.00003827129,0.000340665,0.00002153982,0.0001547606,0.00001622866,0.0000597833,7.116245e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003457053,"about_ca_system_score_gemma":0.00000482245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005784899,"about_ca_topic_score_gemma":0.00006659848,"domain_scores_codex":[0.9995775,0.00001122834,0.0001511695,0.0001017437,0.00006291066,0.00009547092],"domain_scores_gemma":[0.9997188,0.0001230146,0.00001558327,0.00007374895,0.00003297353,0.00003588797],"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":[0.000009112895,0.000007383929,0.001661164,0.00000498853,0.0003192156,5.829718e-7,0.00006642196,0.9861753,0.01068318,0.0006867694,0.000008586422,0.0003773136],"study_design_scores_gemma":[0.0000840383,0.00002771824,0.01983318,0.00000746131,0.0001428924,0.00000879658,0.0001024663,0.9792682,0.0003426528,0.00001450682,0.00008548792,0.00008261532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6166132,0.000168208,0.3822458,0.00001216099,0.00003137277,0.00002973349,0.000002530573,0.00005162039,0.0008453687],"genre_scores_gemma":[0.988208,0.0001647721,0.01141919,0.000007314901,0.00001229992,0.000003726054,0.000005390118,0.0000114188,0.0001679052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3715948,"threshold_uncertainty_score":0.319546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277212977359185,"score_gpt":0.2358854454245817,"score_spread":0.2231133156509899,"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."}}