{"id":"W4206411005","doi":"10.1002/9780470284704.ch16","title":"Liquefaction","year":2008,"lang":"en","type":"other","venue":"","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Liquefaction; Monte Carlo method; Geotechnical engineering; Environmental science; Geology; Mathematics; Statistics","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":[0.0004544248,0.0006409617,0.0007686207,0.0009880837,0.0008460307,0.001341133,0.0008385809,0.000688384,0.0298848],"category_scores_gemma":[0.0008569742,0.000273264,0.0004127381,0.001308095,0.000277323,0.001213894,0.0006102822,0.0005900279,0.006792077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001634314,"about_ca_system_score_gemma":0.0008489677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064187,"about_ca_topic_score_gemma":0.01202016,"domain_scores_codex":[0.9992511,0.00003761171,0.00001899618,0.0001143147,0.0005156156,0.0000623153],"domain_scores_gemma":[0.999707,0.00005814035,0.00003470236,0.00004130064,0.000143628,0.00001520734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001230911,0.0006720877,0.01194387,0.0009088128,0.00007463263,0.0004249105,0.000349813,0.1918094,0.1597873,0.02083066,0.04316163,0.5688061],"study_design_scores_gemma":[0.00007468247,0.0006386593,0.02186598,0.0002601779,0.0001238428,0.0004073507,0.0005242848,0.2673377,0.5365759,0.005431576,0.1666243,0.000135532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5018765,0.00462393,0.1237367,0.0008282327,0.0004373007,0.0005860947,0.01607644,0.005051557,0.3467832],"genre_scores_gemma":[0.7720113,0.003522529,0.02326423,0.0002505905,0.00003975209,0.0002730122,0.01049991,0.0008994976,0.1892391],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0298848,"threshold_uncertainty_score":0.09997457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005558043326554274,"score_gpt":0.1693759687762344,"score_spread":0.1638179254496801,"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."}}