{"id":"W4221016353","doi":"10.3389/fbuil.2022.842495","title":"Modeling Soil-Facing Interface Interaction With Continuum Element Methodology","year":2022,"lang":"en","type":"article","venue":"Frontiers in Built Environment","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Classification of discontinuities; Stiffness; Finite element method; Interface (matter); Structural engineering; Mechanics; Computer science; Engineering; Mathematics; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004877792,0.0004883524,0.0005377682,0.0006276724,0.0003230467,0.0008471027,0.001614417,0.001353145,0.002479084],"category_scores_gemma":[0.0008317057,0.0003636229,0.0005750832,0.0006442849,0.0004974401,0.0006133246,0.0009367669,0.0007658785,0.0006183441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003826213,"about_ca_system_score_gemma":0.000847525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002691518,"about_ca_topic_score_gemma":0.002657324,"domain_scores_codex":[0.999714,0.00006393594,0.00001539073,0.0000349966,0.0001323061,0.00003943331],"domain_scores_gemma":[0.999613,0.0002038187,0.00004155831,0.00003400664,0.00009019655,0.00001745339],"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":[0.00001898594,0.00007742582,0.001063271,0.00007336509,0.00002020708,0.00008499484,0.0001144245,0.964896,0.008885012,0.01151271,0.0003486155,0.01290499],"study_design_scores_gemma":[0.000002626226,0.00000881626,0.00006654103,0.000005281864,0.000002240792,0.00001204865,0.00001091746,0.9972908,0.0009804999,0.0009316423,0.0006847192,0.000003816247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02536768,0.00007916248,0.9698138,0.0000339283,0.00002232974,0.00006309,0.00006905445,0.00023529,0.004315681],"genre_scores_gemma":[0.5933678,0.0003075776,0.3987955,0.00007399215,0.00002417364,0.0004428043,0.0002656092,0.0001998841,0.006522717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002691518,"threshold_uncertainty_score":0.008293331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728806175111678,"score_gpt":0.2157564164514182,"score_spread":0.1984683547003014,"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."}}