{"id":"W7105601887","doi":"10.1680/jgere.25.00015","title":"Cadia dam: a critical state view of residual soil behaviour","year":2025,"lang":"en","type":"article","venue":"Geotechnical Research","topic":"Geotechnical Engineering and Soil Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BGC Engineering (Canada)","funders":"","keywords":"Residual; Cohesion (chemistry); Slump; Soil water; Brittleness; Soil mechanics; Critical state soil mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001960691,0.0002046974,0.0004057817,0.0004424495,0.000100683,0.00004410881,0.0006560985,0.0003777411,0.00005783293],"category_scores_gemma":[0.002286199,0.0002045577,0.0001185272,0.001225659,0.0002663589,0.00006929134,0.0003325788,0.001778432,0.00006877368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319995,"about_ca_system_score_gemma":0.0001475084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001307762,"about_ca_topic_score_gemma":0.00002406608,"domain_scores_codex":[0.9972865,0.0001219833,0.0005476152,0.0003505109,0.0007729391,0.0009204714],"domain_scores_gemma":[0.9977891,0.000897746,0.00001208981,0.0007543258,0.0003042932,0.0002424289],"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":[0.000206746,0.0009409398,0.00009369729,0.00470416,0.000281986,0.0003585456,0.0002595538,0.4684935,0.05087063,0.2614816,0.04521515,0.1670935],"study_design_scores_gemma":[0.002163674,0.001176724,0.007302405,0.002807713,0.0001524215,0.00004922606,0.0002314488,0.6661016,0.1487739,0.1037351,0.06564061,0.001865222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8785565,0.007380737,0.08846565,0.004065822,0.001187081,0.001402292,0.0001780036,0.003517685,0.01524626],"genre_scores_gemma":[0.9982224,0.0005213193,0.0005082146,0.00002499584,0.00003691664,0.00006207624,0.000005664736,0.0000430168,0.0005754363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1976081,"threshold_uncertainty_score":0.8341621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522309834792079,"score_gpt":0.3545495757770286,"score_spread":0.3193264774291078,"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."}}