{"id":"W4392520679","doi":"10.1061/9780784485347.032","title":"A Coupled Finite Element Method in Slope Stability Analysis","year":2024,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Finite element method; Stability (learning theory); Computer science; Structural engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004575664,0.00009670744,0.000165665,0.0002162492,0.000008609661,0.0000359378,0.00006081897,0.00005856753,0.0006727677],"category_scores_gemma":[0.00005636979,0.00008714314,0.00008266285,0.001483606,0.000005397485,0.00005530943,0.00001513402,0.0001354615,0.00002348683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028289,"about_ca_system_score_gemma":0.000008328577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008670619,"about_ca_topic_score_gemma":0.0003189109,"domain_scores_codex":[0.9993073,0.00001848594,0.0002312348,0.0001691646,0.0001099087,0.0001638897],"domain_scores_gemma":[0.9995974,0.0001628498,0.000003416291,0.0001791321,0.0000144411,0.00004280173],"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":[7.920398e-7,0.000009168976,0.0001755777,0.00007660764,0.00008192162,0.000002518271,0.00009894298,0.9946516,0.0004104867,0.0007866976,0.00001926771,0.003686461],"study_design_scores_gemma":[0.00005503983,0.000007588095,0.001915944,0.000008804651,0.00005717299,1.604137e-7,0.00002527175,0.9957928,0.0003381389,0.0001791486,0.001515388,0.0001045071],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03040582,0.0002623871,0.9659051,0.00005806044,0.0000939763,0.00009327834,0.000004398941,0.0009004701,0.00227649],"genre_scores_gemma":[0.9937865,0.00003598903,0.006037413,0.000007991511,0.00001106169,0.00003078398,0.00001688546,0.00001425497,0.00005911287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9633807,"threshold_uncertainty_score":0.7366335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333835412694446,"score_gpt":0.2529526968046226,"score_spread":0.2396143426776782,"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."}}