{"id":"W4391915339","doi":"10.1680/jgeot.23.00134","title":"Cyclic liquefaction in transitional and non-transitional tailings","year":2024,"lang":"en","type":"article","venue":"Géotechnique","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Klohn Crippen Berger (Canada)","funders":"","keywords":"Liquefaction; Tailings; Geology; Geotechnical engineering; Materials science; Metallurgy","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":[0.0001593639,0.0001285737,0.0001158576,0.00019865,0.0000200407,0.00003082415,0.00004683689,0.0002150727,0.00002050762],"category_scores_gemma":[0.00000569622,0.0001422353,0.00004390099,0.0002275953,0.00001691483,0.000115232,0.000006296452,0.0004538455,0.00001281584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000643968,"about_ca_system_score_gemma":0.00001482171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001818659,"about_ca_topic_score_gemma":0.00001034556,"domain_scores_codex":[0.9993892,0.000007036536,0.0001613779,0.0001692461,0.0001003909,0.0001726987],"domain_scores_gemma":[0.999817,0.00003371859,0.000003599887,0.00008207093,0.000009751056,0.00005388622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003412672,0.00008682612,0.00001117328,0.001681768,0.00007922965,0.0003197936,0.0008854622,0.3503786,0.5410399,0.04437308,0.001471626,0.05963837],"study_design_scores_gemma":[0.0002023662,0.00004691971,0.0007302887,0.0004683798,0.00001360142,0.0001511748,0.00001441553,0.931361,0.045636,0.01420547,0.006749103,0.0004212575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4086043,0.0004873159,0.5866919,0.0005998997,0.0002698425,0.0002265192,0.00002012165,0.002217618,0.0008825602],"genre_scores_gemma":[0.9975995,0.0002564513,0.001890072,0.00003942372,0.00006398767,0.00007734874,0.00001750182,0.00003301091,0.00002266133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5889952,"threshold_uncertainty_score":0.5800187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003222876930906709,"score_gpt":0.1878889501419321,"score_spread":0.1846660732110254,"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."}}