{"id":"W2752634987","doi":"","title":"The impact of hydraulic gradients and boundary conditions on the microstructural stability of clayey backfills with special respect to the risk of piping and erosion","year":2012,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Piping; Hazardous waste; Erosion; Radioactive waste; Geotechnical engineering; Deposition (geology); High-level waste; Geology; Waste management; Environmental science; Sediment; Environmental engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002514211,0.0001643343,0.000253516,0.00055712,0.0003166331,0.001019379,0.0001928804,0.0004126116,0.001132055],"category_scores_gemma":[0.001412107,0.0001793237,0.0001659343,0.0002552372,0.0005520839,0.000488214,0.000362127,0.0001690479,0.0001714925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005418329,"about_ca_system_score_gemma":0.0003514116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004369157,"about_ca_topic_score_gemma":0.003768969,"domain_scores_codex":[0.9998298,0.00002575716,0.00001082655,0.00003370741,0.00003355243,0.00006624573],"domain_scores_gemma":[0.9991543,0.0003867205,0.0002074899,0.00004792805,0.0001078394,0.00009578314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002955999,0.0003345904,0.2187976,0.0002655635,0.0001357705,0.001735962,0.0003602117,0.5104453,0.2295018,0.002735809,0.0004497291,0.03228173],"study_design_scores_gemma":[0.00009560554,0.001019563,0.4836702,0.00004524237,0.0001079968,0.0007646856,0.001521983,0.3966178,0.1123368,0.002559175,0.001125221,0.0001358125],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985771,0.00005748828,0.0006542806,0.00001429124,0.000001886345,0.000003022057,0.0000526206,0.00001868927,0.0006206561],"genre_scores_gemma":[0.9998518,0.00001239207,0.00005272809,9.230665e-7,3.443985e-7,8.031911e-7,0.00001591158,0.000002373376,0.00006273211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004369157,"threshold_uncertainty_score":0.008687496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134163360019224,"score_gpt":0.2375349390931202,"score_spread":0.226193305492928,"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."}}