{"id":"W7030406621","doi":"","title":"Modelling of soil-tool interactions using the discrete element method (DEM)","year":2016,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Soil Mechanics and Vehicle Dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Mitacs","keywords":"Approximation error; Discrete element method; Flow (mathematics); Variable (mathematics); Finite element method; Particle (ecology); Hull; Observational error","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":[0.0002682781,0.0005265353,0.0004541042,0.0005901243,0.0002955711,0.0006003861,0.0008921858,0.001078644,0.002384613],"category_scores_gemma":[0.0005625855,0.0004332626,0.0005733089,0.0004599087,0.0002956683,0.0005158198,0.0004040837,0.0005377328,0.0005191769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003849181,"about_ca_system_score_gemma":0.000694728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007409068,"about_ca_topic_score_gemma":0.007659472,"domain_scores_codex":[0.9998623,0.00002658591,0.00001130006,0.00002604898,0.00005324711,0.00002038147],"domain_scores_gemma":[0.9997407,0.0001397673,0.00002455466,0.00002880181,0.00005347878,0.00001272437],"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":[0.00001989403,0.00004216992,0.001926961,0.00007953099,0.00001770543,0.00006806033,0.00008073205,0.9784776,0.006836654,0.001037841,0.0001859145,0.01122685],"study_design_scores_gemma":[0.000003502665,0.00001093288,0.0003490362,0.000004993763,0.000003041903,0.0000145467,0.00002051113,0.9974527,0.001264323,0.0002260072,0.0006451068,0.000005321865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2237056,0.0001921698,0.7637736,0.0001115485,0.00006836908,0.0001709246,0.001016669,0.0009905588,0.009970571],"genre_scores_gemma":[0.8570473,0.000291899,0.136154,0.00002820931,0.000009439524,0.0002861132,0.0006838311,0.0001150888,0.005384101],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007409068,"threshold_uncertainty_score":0.01473188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440815273671665,"score_gpt":0.2396354635740957,"score_spread":0.215227310837379,"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."}}