{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002086917,0.0001156737,0.0002036211,0.0001201835,0.00004219892,0.000006324163,0.00004231687,0.00006962669,0.000004691617],"category_scores_gemma":[0.0001157358,0.0001362345,0.00001871367,0.000173912,0.000009789112,0.00002672186,0.00004637384,0.0002154702,7.066846e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192838,"about_ca_system_score_gemma":0.0001496308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006948025,"about_ca_topic_score_gemma":0.3542389,"domain_scores_codex":[0.9992079,0.000009999934,0.0003506669,0.0001239538,0.0001182592,0.0001892624],"domain_scores_gemma":[0.9997194,0.0001027077,0.00003076439,0.00006269532,0.00003305913,0.00005141079],"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":[0.000009040305,0.00001013538,0.001396665,0.00008586508,0.00001354807,0.000002326281,0.0008239896,0.9937732,0.00021059,0.0003599612,0.000004329154,0.003310354],"study_design_scores_gemma":[0.0003338326,0.00002480617,0.0236936,0.00002616456,0.000005341924,0.000003134074,0.0004940566,0.9751612,0.00003960867,0.00002169259,0.00006379457,0.0001328006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945937,0.0001400892,0.004846834,0.00005832288,0.0001566038,0.0001232658,0.00003768151,0.00003231902,0.00001121923],"genre_scores_gemma":[0.998426,0.00000519531,0.001448265,0.00001038488,0.000009305721,0.00001660001,0.00004907778,0.00001767196,0.00001753765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472908,"threshold_uncertainty_score":0.9996648,"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."}}