{"id":"W3153260239","doi":"10.1038/s41598-021-88006-z","title":"Perspectives and design considerations of capillary-driven artificial trees for fast dewatering processes","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Xylem; Dewatering; Water transport; Osmotic pressure; Hydraulic conductivity; Electrical conduit; Materials science; Capillary pressure; Capillary action; Mechanics; Environmental science; Chemistry; Botany; Water flow; Soil science; Geology; Composite material; Porosity; Porous medium; Geotechnical engineering; Soil water; Mechanical engineering; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004459571,0.0002660582,0.000270786,0.0001709968,0.0002340539,0.0006757936,0.0004600844,0.0004173679,0.000523469],"category_scores_gemma":[0.0003650998,0.000183882,0.0001939857,0.0001365035,0.0002680105,0.0008265679,0.0002106588,0.0004212828,0.0001870387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004064113,"about_ca_system_score_gemma":0.0003307135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003589345,"about_ca_topic_score_gemma":0.0009237183,"domain_scores_codex":[0.9998747,0.00001977831,0.000008258954,0.00002745308,0.00004903258,0.00002080945],"domain_scores_gemma":[0.9997677,0.0000796512,0.00004281826,0.00001916855,0.00006498369,0.00002571259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005755205,0.00005033677,0.0005427614,0.0004259807,0.00001401278,0.0001331333,0.00005618209,0.01901104,0.9449016,0.01488415,0.0002932492,0.01963001],"study_design_scores_gemma":[0.00003239416,0.001211856,0.002914521,0.00006416198,0.00006180551,0.0004843226,0.0001373589,0.1982751,0.7364127,0.009810163,0.0505357,0.00005993607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5808687,0.01430247,0.3881947,0.00172701,0.0001856632,0.0001469945,0.0002360309,0.0004540194,0.0138846],"genre_scores_gemma":[0.9112499,0.004997212,0.08123524,0.0001470609,0.00005534741,0.0001106552,0.0001038914,0.0000484481,0.002052242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006757936,"threshold_uncertainty_score":0.002948761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561406082211765,"score_gpt":0.2316763986385305,"score_spread":0.2060623378164129,"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."}}