{"id":"W2008778100","doi":"10.1520/gtj100954","title":"A Column Apparatus for Investigation of 1-D Unsaturated-Saturated Response of Sand-Geotextile Systems","year":2007,"lang":"en","type":"article","venue":"Geotechnical Testing Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; Queen's University","funders":"","keywords":"Geotextile; Hydraulic conductivity; Geotechnical engineering; Ponding; Infiltrometer; Wetting; Infiltration (HVAC); Permeability (electromagnetism); Pore water pressure; Permeameter; Geology; Hydraulic head; Water flow; Materials science; Composite material; Soil science; 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":[0.0002270328,0.0002451882,0.0002661338,0.000336327,0.0003383397,0.0002286919,0.0003856625,0.0002561725,0.002689941],"category_scores_gemma":[0.0003627152,0.0001893821,0.000141347,0.0002519056,0.0002277906,0.0001864096,0.0002786687,0.0003720135,0.0004000007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003685608,"about_ca_system_score_gemma":0.0006917241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002347186,"about_ca_topic_score_gemma":0.004230641,"domain_scores_codex":[0.999816,0.00001579126,0.00001277364,0.0000357321,0.00007614718,0.00004358725],"domain_scores_gemma":[0.9995247,0.0001738061,0.00005880364,0.00005652308,0.0001161374,0.00006992675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007815246,0.00002841031,0.0005948473,0.00003939456,0.000002208662,0.00001234246,0.00002005807,0.0001765205,0.997344,0.00006845243,0.0000432042,0.001592441],"study_design_scores_gemma":[0.00002692432,0.000965639,0.00803663,0.000006751543,0.00001366612,0.00004725041,0.00004167794,0.004975512,0.9842424,0.00003763633,0.001588537,0.00001736393],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500504,0.0002292078,0.04678379,0.00004654258,0.00004278591,0.0002273016,0.001094556,0.0005537175,0.0009716025],"genre_scores_gemma":[0.9679892,0.0002124591,0.02925514,0.00006295917,0.00001251388,0.0003275723,0.0005669601,0.00003617863,0.001537095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002689941,"threshold_uncertainty_score":0.008998692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973101994755567,"score_gpt":0.2482932836156538,"score_spread":0.2185622636680981,"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."}}