{"id":"W4410635951","doi":"10.1139/cgj-2025-0026","title":"Multiscale mechanical behaviour of sand–steel structure interface for deep underground space","year":2025,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Geology","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":[0.0002316959,0.0003044832,0.000238311,0.0005860653,0.0002739501,0.0003129817,0.0002259601,0.0003141608,0.001435559],"category_scores_gemma":[0.0003421672,0.0001737693,0.0001929948,0.0002577795,0.0004639233,0.000340465,0.0003393021,0.0002863256,0.0001693256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215995,"about_ca_system_score_gemma":0.0002194569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815903,"about_ca_topic_score_gemma":0.004263284,"domain_scores_codex":[0.9998497,0.000009889829,0.000007669954,0.0000274144,0.00007048479,0.00003495392],"domain_scores_gemma":[0.9998186,0.00002620719,0.00003779144,0.00001612079,0.00006233934,0.00003893035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001524797,0.00005657503,0.01386728,0.00007070281,0.00001424967,0.0002481179,0.0003081423,0.004088285,0.9731184,0.0003238204,0.0001315759,0.007620369],"study_design_scores_gemma":[0.00003671482,0.001273705,0.4241036,0.00003214621,0.00006559135,0.0004648507,0.001779563,0.1155414,0.4531788,0.001038117,0.002397239,0.0000883777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968377,0.00007112475,0.002579552,0.000011483,0.000004793228,0.000009236951,0.00006618279,0.00003589604,0.0003840608],"genre_scores_gemma":[0.9988548,0.00003645846,0.0007818521,0.000007165095,0.000001445447,0.000006287833,0.00005830708,0.000005703035,0.0002479972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001815903,"threshold_uncertainty_score":0.004802406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005608974660596277,"score_gpt":0.2162917071957734,"score_spread":0.2106827325351771,"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."}}