{"id":"W3006973387","doi":"10.1139/cgj-2019-0515","title":"Oxygen migration through a cover with capillary barrier effects colonized by roots","year":2020,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Oxygen; Tailings; Environmental science; Limiting oxygen concentration; Moisture; Drainage; DNS root zone; Oxygen transport; Hydrology (agriculture); Ecology; Soil science; Soil water; Chemistry; Geotechnical engineering; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001934816,0.00039994,0.0002929578,0.0002738971,0.0006242575,0.000483876,0.0003834718,0.0002444534,0.0006237024],"category_scores_gemma":[0.0002847573,0.0001447296,0.0001884706,0.0001813716,0.0003016335,0.0002387986,0.0003352111,0.0002423451,0.00008065116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103411,"about_ca_system_score_gemma":0.001218798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1362633,"about_ca_topic_score_gemma":0.2570885,"domain_scores_codex":[0.9998341,0.000009639782,0.000004412243,0.00004920662,0.00004135201,0.00006126983],"domain_scores_gemma":[0.9997708,0.00004710069,0.00004913341,0.00001672299,0.00005429162,0.0000618847],"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":[0.0005055835,0.0001423107,0.05526271,0.00006990442,0.00003239868,0.0002461396,0.0003088354,0.003288952,0.9277771,0.0001593148,0.0001604389,0.01204643],"study_design_scores_gemma":[0.00006951011,0.00202029,0.7260491,0.00002652571,0.00009849689,0.000290764,0.0006949828,0.02441061,0.2411329,0.0001283686,0.005038577,0.00003985441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999076,0.00004230301,0.0004859233,0.000005571265,0.00000213673,0.00001298481,0.00003661198,0.00001214943,0.0003262749],"genre_scores_gemma":[0.9979331,0.00003448665,0.00103047,0.00001028354,0.000001198674,0.0000138568,0.00007654957,0.000005401992,0.000894599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1362633,"threshold_uncertainty_score":0.2709404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005431134204502249,"score_gpt":0.17684379897608,"score_spread":0.1714126647715777,"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."}}