{"id":"W4408431700","doi":"10.5194/egusphere-egu25-13451","title":"Physical modelling of thaw slumps in a geotechnical centrifuge ","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Royal Military College of Canada","funders":"","keywords":"Centrifuge; Geotechnical engineering; Geology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002493354,0.0006213407,0.0004783294,0.0004694276,0.0008659443,0.001745273,0.001158646,0.00205376,0.002612623],"category_scores_gemma":[0.0004990975,0.0004560183,0.0008674915,0.0004715565,0.001044337,0.0006404101,0.000746008,0.0007075826,0.0006591584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146857,"about_ca_system_score_gemma":0.001802457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0637419,"about_ca_topic_score_gemma":0.03611602,"domain_scores_codex":[0.9998056,0.0000203537,0.0000118956,0.00004967857,0.00006359394,0.00004884499],"domain_scores_gemma":[0.9997552,0.00006867972,0.00004497859,0.00002910213,0.00006061855,0.00004136737],"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":[0.00001736676,0.00003749954,0.003241733,0.00001315778,0.000007708798,0.0001322009,0.00004901116,0.990833,0.00265698,0.0006130544,0.0002929037,0.002105328],"study_design_scores_gemma":[0.00000625157,0.00001580029,0.00150435,0.000003875747,0.000004584078,0.00001633066,0.00002946083,0.9973291,0.0003559662,0.0001559129,0.0005715071,0.00000681648],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8353868,0.000352456,0.1245799,0.0007003924,0.0001245684,0.0002712981,0.001960842,0.001031039,0.03559266],"genre_scores_gemma":[0.9827324,0.0002205524,0.008284169,0.00006238053,0.0000141368,0.0001272905,0.0005685909,0.00005639257,0.007934041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0637419,"threshold_uncertainty_score":0.1267418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223640882168789,"score_gpt":0.2255088509366393,"score_spread":0.2032724421149514,"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."}}