{"id":"W3027860668","doi":"10.23977/engsm.2019.11001","title":"Numerical Simulation of Construction Process of Large Building Project Based on Discrete Element Method","year":2019,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vibration; Structural engineering; Discrete element method; Process (computing); Engineering; Finite element method; Aggregate (composite); Stadium; Mechanical engineering; Materials science; Computer science; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001967993,0.0001505588,0.000241319,0.0002113696,0.00001548705,0.000007921157,0.00007411886,0.00009546823,0.0000389463],"category_scores_gemma":[0.00003929872,0.0001529994,0.00007482443,0.0003010156,0.000003410299,0.00009657905,0.000006562571,0.0001513078,0.000002140927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005998112,"about_ca_system_score_gemma":0.00002832457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001914392,"about_ca_topic_score_gemma":1.960093e-7,"domain_scores_codex":[0.9990918,0.00001700294,0.0003480594,0.0001467747,0.0002256335,0.0001707392],"domain_scores_gemma":[0.9995604,0.00006537486,0.00008894651,0.0001725842,0.00008480336,0.00002785424],"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":[0.00001499066,0.00001274144,0.00003291512,0.0002925561,0.00002566991,1.317469e-7,0.00008468512,0.9616897,0.02198051,0.01375113,0.000002537022,0.002112507],"study_design_scores_gemma":[0.000299462,0.00008242783,0.000012324,0.0001160594,0.00001564652,0.000001688907,0.00007339755,0.8443987,0.1545417,0.0001129261,0.0002249763,0.0001207172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03706549,0.0000197671,0.96167,0.000004642762,0.00062654,0.0002823839,0.00001766632,0.0001637241,0.0001497351],"genre_scores_gemma":[0.9656759,0.000002896422,0.0342122,0.000004785641,0.00003729632,0.00002012885,0.00001192364,0.00003140873,0.000003493477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9286104,"threshold_uncertainty_score":0.6239135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006433851530521069,"score_gpt":0.2749914713416064,"score_spread":0.2685576198110853,"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."}}