{"id":"W4281865826","doi":"10.1139/cgj-2021-0695","title":"Shearing behaviour of vegetated soils with growing and decaying roots","year":2022,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Soil water; Shearing (physics); Ultimate tensile strength; Cynodon dactylon; Geotechnical engineering; Environmental science; Soil science; Agronomy; Materials science; Geology; Composite material","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":[0.0002476136,0.0001040763,0.0001873915,0.0001835806,0.0003643142,0.00002925998,0.0001263688,0.00003813811,0.00003628585],"category_scores_gemma":[0.00002202568,0.0001008183,0.00004219147,0.0001942072,0.00005278991,0.0001068163,0.00004644541,0.0005951101,3.978568e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002470805,"about_ca_system_score_gemma":0.0001062239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002854775,"about_ca_topic_score_gemma":0.03642317,"domain_scores_codex":[0.9991581,0.00002418125,0.0002160932,0.0001033771,0.000171363,0.0003268898],"domain_scores_gemma":[0.9995001,0.00003430658,0.0000276459,0.0001020285,0.00003154598,0.0003044042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00004440592,0.00003776363,0.3353639,0.0001241951,0.0002969117,0.000993348,0.00111502,0.6218834,0.003843197,0.0004157418,0.000916626,0.03496553],"study_design_scores_gemma":[0.001093893,0.0003442781,0.9653076,0.0001424758,0.0001269702,0.002073627,0.001480891,0.02300138,0.0005490924,0.0004292136,0.004847127,0.0006034658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976446,0.001054016,0.0006106345,0.0002802503,0.0001029795,0.00006654071,0.00001087462,0.000055265,0.0001748629],"genre_scores_gemma":[0.9996949,0.00001266439,0.0002059054,0.00002212702,0.0000280274,0.000007144164,0.000001052687,0.0000203335,0.000007805002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6299437,"threshold_uncertainty_score":0.9811596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009472694931373732,"score_gpt":0.1930559875446929,"score_spread":0.1835832926133192,"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."}}