{"id":"W4309089332","doi":"10.1139/cgj-2022-0092","title":"Surficial liquefaction manifestation severity thresholds for profiles having high fines-content, high-plasticity soils","year":2022,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liquefaction; Soil water; Plasticity; Geotechnical engineering; Soil liquefaction; Geology; Soil science; Environmental science; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001470075,0.0005988682,0.0004817459,0.001233228,0.0003197265,0.001337076,0.0006985273,0.0004999238,0.0006481202],"category_scores_gemma":[0.004538371,0.0002643298,0.0006213244,0.0006809913,0.0005584975,0.000770051,0.0006820022,0.0004029494,0.0001313275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209402,"about_ca_system_score_gemma":0.001503098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1237781,"about_ca_topic_score_gemma":0.180726,"domain_scores_codex":[0.9996502,0.00006553121,0.00003077693,0.0001179249,0.00005713853,0.0000784576],"domain_scores_gemma":[0.9977612,0.0007651515,0.0007814853,0.0001532,0.0002614918,0.000277515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004965335,0.00009497825,0.8241316,0.00006898917,0.0001102547,0.0002553982,0.0002951671,0.1550959,0.00589486,0.0003328516,0.0002922486,0.01293126],"study_design_scores_gemma":[0.00002360404,0.000278758,0.5070016,0.00003696102,0.00006462268,0.000179324,0.0007184237,0.4874326,0.003432481,0.0005247973,0.0002408535,0.00006601745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954754,0.00005229342,0.003439455,0.00005079795,0.000002871851,0.00002911178,0.0003359871,0.0000827367,0.0005313653],"genre_scores_gemma":[0.9984905,0.00002283217,0.001021471,0.000004767916,0.000001072472,0.000004557168,0.0003437826,0.000003702383,0.0001073849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237781,"threshold_uncertainty_score":0.2461153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846921923776861,"score_gpt":0.2023567852068331,"score_spread":0.1838875659690645,"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."}}