{"id":"W4410457849","doi":"10.1016/j.rineng.2025.105362","title":"Approaches to the stability analysis of slopes subjected to seismic loading: A review","year":2025,"lang":"en","type":"review","venue":"Results in Engineering","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta; Natural Sciences and Engineering Research Council of Canada; Hydro-Québec","keywords":"Geology; Stability (learning theory); Geotechnical engineering; Seismology; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00119911,0.0006416871,0.00323366,0.001869092,0.00002280915,0.00003044135,0.0009135613,0.0002703958,0.000008019607],"category_scores_gemma":[0.00149964,0.0004956038,0.0009959743,0.0130803,0.000012646,0.00003905504,0.000189312,0.0007162599,0.00001391821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316697,"about_ca_system_score_gemma":0.00006194356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004091473,"about_ca_topic_score_gemma":0.00003075841,"domain_scores_codex":[0.9968207,0.00007739339,0.001642901,0.000607504,0.0003190325,0.0005324798],"domain_scores_gemma":[0.9976558,0.0006835358,0.0001004499,0.00134372,0.00004507546,0.0001714018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001480525,0.00001564776,2.441105e-7,0.04858961,0.0009352564,0.000002257045,0.00005427312,0.7999579,0.00000183201,0.00001345362,0.0001648194,0.1502632],"study_design_scores_gemma":[0.0001012067,0.00001646648,0.00001070395,0.06403742,0.005359677,0.000001514816,0.000009576744,0.2260243,0.00001973751,6.215804e-7,0.7037326,0.0006862003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009446045,0.9381636,0.05968045,0.00009108871,0.0001472657,0.001020927,0.0002789618,0.0003591228,0.0002490886],"genre_scores_gemma":[0.001807709,0.996107,0.001367474,0.00002115435,0.00004412142,0.0003837016,0.0001423935,0.00006860989,0.00005783531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7035677,"threshold_uncertainty_score":0.9997495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06502182395868668,"score_gpt":0.264580915603338,"score_spread":0.1995590916446513,"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."}}