{"id":"W2972155527","doi":"10.1007/s10706-020-01446-8","title":"Static Liquefaction Analysis of the Fundão Dam Failure","year":2020,"lang":"en","type":"article","venue":"Geotechnical and Geological Engineering","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Liquefaction; Hydrogeology; Geotechnical engineering; Engineering; Geology; Forensic engineering; Environmental science","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":[0.00006565054,0.0002069779,0.0003932953,0.00008175605,0.00004089015,0.00001905766,0.000225718,0.0002293734,0.00005355833],"category_scores_gemma":[0.0002044989,0.0001404889,0.0001838167,0.000960216,0.00007065185,0.00005267886,0.0001111558,0.0005139219,0.000001874645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000166666,"about_ca_system_score_gemma":0.000004551286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008304939,"about_ca_topic_score_gemma":0.000002686707,"domain_scores_codex":[0.9990035,0.00001369536,0.0003141246,0.0002205656,0.0001761512,0.0002719093],"domain_scores_gemma":[0.9994601,0.0001252965,0.0000297243,0.000207485,0.0000214676,0.0001559436],"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":[0.000004005296,0.000005419286,0.00006597309,0.00006976541,0.0001766481,0.000001761336,0.00002393992,0.9922244,0.004359644,0.00232329,0.00007514664,0.0006700125],"study_design_scores_gemma":[0.0001196293,0.00005898004,0.02992026,0.00001400501,0.0002323145,0.000005424426,0.00001226552,0.9633588,0.000657803,0.0002748031,0.005141944,0.0002037258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8251636,0.0003065632,0.1705858,0.002375779,0.0001204473,0.0001902139,0.0000204198,0.0011035,0.0001337144],"genre_scores_gemma":[0.9989143,0.00005017981,0.0008073156,0.0001498473,0.00003859173,0.00001132875,0.000005340849,0.00001525089,0.000007857886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1737507,"threshold_uncertainty_score":0.5728972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008109940378896318,"score_gpt":0.1808244372727174,"score_spread":0.1727144968938211,"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."}}