{"id":"W2003165330","doi":"10.1007/s10064-005-0031-0","title":"A linear graphical method to predict the effect of compaction on the hydraulic conductivity of clay liners and covers","year":2005,"lang":"en","type":"article","venue":"Bulletin of Engineering Geology and the Environment","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Compaction; Hydraulic conductivity; Porosity; Saturation (graph theory); Geotechnical engineering; Graph; Inverse; Degree of saturation; Materials science; Soil science; Mathematics; Geology; Geometry; Discrete mathematics; Soil water","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001474851,0.0008185905,0.0006802308,0.001344642,0.0003264878,0.0005830503,0.00107092,0.0008032129,0.00324868],"category_scores_gemma":[0.005821036,0.0005289917,0.001084559,0.0009315628,0.0004015505,0.000526136,0.0006877849,0.0008726723,0.0008779597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005754182,"about_ca_system_score_gemma":0.001000103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341866,"about_ca_topic_score_gemma":0.0129844,"domain_scores_codex":[0.9991539,0.0004728599,0.00003040924,0.0001423275,0.0001456816,0.00005495364],"domain_scores_gemma":[0.994644,0.004374383,0.0002660582,0.0001880405,0.0004227883,0.0001046232],"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":[0.000412243,0.0002807224,0.00794535,0.00009645535,0.000215692,0.00007853821,0.00004556393,0.8518645,0.006320592,0.002183633,0.001248498,0.1293082],"study_design_scores_gemma":[0.00001167326,0.00004347289,0.0006811189,0.000001835848,0.00001231065,0.000008345227,0.000002308514,0.9980471,0.0006409629,0.0004515007,0.00009064703,0.000008773207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03468224,0.00005648373,0.961866,0.00005469685,0.00001652755,0.00003876816,0.000367369,0.002545882,0.0003719996],"genre_scores_gemma":[0.6408292,0.00009868997,0.3548422,0.00009017028,0.00004069785,0.0002729474,0.001149241,0.0002689299,0.002407814],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01341866,"threshold_uncertainty_score":0.02668107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003821395730455733,"score_gpt":0.1843225476615788,"score_spread":0.180501151931123,"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."}}