{"id":"W3184966659","doi":"10.1002/essoar.10507601.1","title":"Rapid reduction in the shear resistance and permeability of soft interlayers within a limited shear displacement under water weathering","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Geohazard; Shear (geology); Geology; Geotechnical engineering; Landslide; Petrology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00009010735,0.0002258877,0.0001906884,0.0002648833,0.000160917,0.0002931564,0.0001196042,0.0001676272,0.0009277703],"category_scores_gemma":[0.0002074956,0.0001528409,0.0001074108,0.0001674392,0.0003395314,0.0003451305,0.0003107604,0.000235996,0.0001142469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128369,"about_ca_system_score_gemma":0.00008235803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008387511,"about_ca_topic_score_gemma":0.001036439,"domain_scores_codex":[0.9999118,0.000005005755,0.000007085591,0.00002361999,0.0000272707,0.00002529533],"domain_scores_gemma":[0.999884,0.00001544043,0.00004035233,0.00001349175,0.00002300985,0.00002362959],"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":[0.00006339903,0.000007481849,0.003448846,0.00002699976,0.000005105517,0.0001124559,0.000100999,0.0002802696,0.9936492,0.0000518682,0.00002313062,0.002230259],"study_design_scores_gemma":[0.000005125538,0.0001161384,0.09083848,0.000006302751,0.00001456817,0.0001780949,0.0003150417,0.003788137,0.9038498,0.0001378945,0.0007395673,0.00001082193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987965,0.00009665204,0.0007728072,0.000007359034,0.000002718386,0.00000283844,0.000059099,0.00001864619,0.0002433633],"genre_scores_gemma":[0.9993621,0.00003965963,0.0002510743,0.000004322741,9.698393e-7,0.000002961565,0.00004750412,0.000004512351,0.0002870012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009277703,"threshold_uncertainty_score":0.003103733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409198879125532,"score_gpt":0.2119579994988487,"score_spread":0.1978660107075934,"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."}}