{"id":"W4362634102","doi":"10.1139/cgj-2022-0352","title":"Microstructure evolution of a compacted lateritic silt upon drying–wetting and loading","year":2023,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Macropore; Microstructure; Wetting; Silt; Materials science; Porosimetry; Soil structure; Geotechnical engineering; Geology; Composite material; Porosity; Soil water; Mineralogy; Soil science; Porous medium; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001002215,0.0002102532,0.0001383902,0.0005154005,0.0001523274,0.000241219,0.0001208751,0.0002167781,0.0009374985],"category_scores_gemma":[0.0001591999,0.0001663605,0.0001698279,0.0002556537,0.0002715991,0.0002035337,0.0001104875,0.0003213728,0.00009652866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155693,"about_ca_system_score_gemma":0.00009509836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701412,"about_ca_topic_score_gemma":0.002636845,"domain_scores_codex":[0.9999279,0.000003030694,0.000003505414,0.00001610126,0.00003409332,0.00001548047],"domain_scores_gemma":[0.9998388,0.00002124139,0.00005180816,0.000008022762,0.00003955832,0.00004041347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004655846,0.000006979757,0.001210609,0.00002496057,0.00000480027,0.0001763588,0.0000626058,0.000169235,0.9973231,0.0000266963,0.00002141682,0.0009267233],"study_design_scores_gemma":[0.00001660279,0.000427155,0.1859887,0.00001260114,0.00003566132,0.0007573555,0.0003196201,0.003774706,0.8069166,0.00005727091,0.001668306,0.00002528788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986529,0.0001533566,0.0004863936,0.000008559326,0.000005604261,0.0000093942,0.0001839538,0.00002599126,0.0004737906],"genre_scores_gemma":[0.9983172,0.0001151673,0.0005187276,0.00001578612,0.000005346101,0.000008805056,0.000202742,0.00001085224,0.0008052799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001701412,"threshold_uncertainty_score":0.00338304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006962050219128304,"score_gpt":0.1942728649671599,"score_spread":0.1873108147480316,"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."}}