{"id":"W1981069981","doi":"10.1139/t08-084","title":"Performance of soil nails in Dublin glacial till","year":2008,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soil nailing; Geotechnical engineering; Excavation; Nail (fastener); Glacial period; Geology; Engineering; Structural engineering; Geomorphology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002458455,0.0001293801,0.0002195412,0.0003658586,0.00007189849,0.00001094334,0.0002224441,0.0002210237,0.00007646398],"category_scores_gemma":[0.0001196682,0.0001349453,0.00007162579,0.0004399179,0.0000706865,0.0001234832,0.00001139122,0.0006399205,0.00001568564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002897218,"about_ca_system_score_gemma":0.0002154828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347459,"about_ca_topic_score_gemma":0.003074968,"domain_scores_codex":[0.9988676,0.00001528399,0.0004201418,0.0001010326,0.0001852664,0.0004107211],"domain_scores_gemma":[0.9993344,0.00002473653,0.00003114564,0.0001595676,0.00006084485,0.0003893249],"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":[0.000004384699,0.000008971789,0.0008063661,0.00002231591,0.000005277067,0.00005714274,0.00004446986,0.9949714,0.0003454117,0.00006321917,0.000444505,0.003226565],"study_design_scores_gemma":[0.0004225115,0.00008188254,0.03841459,0.00009302336,0.000005313902,0.0005045327,0.000009561999,0.9534172,0.0004243108,0.00005913896,0.00632247,0.0002454051],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967122,0.0001739686,0.001624906,0.000098921,0.0002392854,0.00006798466,0.000005615604,0.0001017346,0.0009754031],"genre_scores_gemma":[0.9993663,0.0003257858,0.0001277151,0.00002708741,0.00009281367,0.000004291049,0.000002756161,0.00002444534,0.00002884092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04155411,"threshold_uncertainty_score":0.5502908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008892501089988635,"score_gpt":0.176937126127669,"score_spread":0.1680446250376804,"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."}}