{"id":"W2004907437","doi":"10.1243/09544070jauto973","title":"Straight-line braking dynamic analysis of a partly filled baffled and unbaffled tank truck","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Ministère des Transports","keywords":"Baffle; Slosh dynamics; Truck; Transverse plane; Mechanics; Engineering; Structural engineering; Automotive engineering; Mechanical engineering; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003587558,0.0002362197,0.0007542339,0.0006269366,0.00006132553,0.00001211108,0.0002953398,0.0001373814,0.00003925241],"category_scores_gemma":[0.0002954126,0.000197831,0.0004238974,0.001228727,0.00008244139,0.0003968237,0.00005168112,0.0003757165,2.268257e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009155407,"about_ca_system_score_gemma":0.00005207656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002994979,"about_ca_topic_score_gemma":0.000001796626,"domain_scores_codex":[0.9980348,0.000006188267,0.001213384,0.0001371288,0.0003938421,0.0002146677],"domain_scores_gemma":[0.9987389,0.0001274007,0.0004426215,0.0001354633,0.0004461854,0.0001093696],"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":[0.00002219326,0.0000604967,0.0000758881,0.0001512891,0.0008770403,0.000001368182,0.000160531,0.8668414,0.1278312,0.00382093,0.0000273703,0.0001302767],"study_design_scores_gemma":[0.0006310777,0.0001332411,0.0008090339,0.0003288856,0.0006552975,0.00007247999,0.00008934148,0.9557862,0.0411792,0.00003455358,0.0001147014,0.0001659805],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437184,0.0003812447,0.05485307,0.0000292087,0.0005983792,0.0001744759,0.00003310501,0.00006240331,0.0001496616],"genre_scores_gemma":[0.9946573,0.0002728859,0.004964686,0.00000273878,0.0000493413,0.000005994199,0.000002968411,0.00002688967,0.00001715627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08894482,"threshold_uncertainty_score":0.8067316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00821341677041632,"score_gpt":0.214938618519282,"score_spread":0.2067252017488657,"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."}}