{"id":"W4205313403","doi":"10.1016/j.soildyn.2021.107131","title":"Development of empirical CPTu-V correlations for post-glacial sediments in Southern Quebec, Canada, in consideration of soil type and geological setting","year":2022,"lang":"en","type":"article","venue":"Soil Dynamics and Earthquake Engineering","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geological Survey of Canada; Université du Québec à Chicoutimi","funders":"","keywords":"Penetration test; Geology; Geotechnical engineering; Pore water pressure; Cone penetration test; Soil water; Soil science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001519189,0.0004669738,0.0002545252,0.002018998,0.001228512,0.001283564,0.001508061,0.0004552799,0.002196311],"category_scores_gemma":[0.0094374,0.0002941478,0.0003550732,0.002560339,0.0003808289,0.0006920515,0.0005637564,0.0004964148,0.0004007029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002715,"about_ca_system_score_gemma":0.01514046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9350057,"about_ca_topic_score_gemma":0.9693312,"domain_scores_codex":[0.9996562,0.00008249692,0.00002746709,0.00008079757,0.00008553814,0.00006748025],"domain_scores_gemma":[0.9954613,0.0009879334,0.0004370297,0.0002485492,0.002708858,0.0001563269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000827946,0.00008328996,0.7410091,0.0001135283,0.0001150507,0.0002142447,0.0003031165,0.1887477,0.001067957,0.004700438,0.007003803,0.05655888],"study_design_scores_gemma":[0.00003052111,0.00002656707,0.5136501,0.0001012617,0.00005218802,0.00006442608,0.0006706346,0.4754985,0.001616814,0.001320622,0.006927738,0.00004063558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493334,0.0006114529,0.02575303,0.0003681101,0.00003330316,0.0001260683,0.01207143,0.0006831794,0.01102011],"genre_scores_gemma":[0.9874445,0.0001291613,0.008271843,0.00002653487,0.000004531008,0.00003371399,0.002876528,0.00006001028,0.001153285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06499434,"threshold_uncertainty_score":0.1307542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007208630456633099,"score_gpt":0.1940431297133601,"score_spread":0.186834499256727,"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."}}