{"id":"W3159173171","doi":"10.1002/ldr.4100","title":"Short rotation willow on the Prairie Potholes' degraded marginal riparian lands: A potential land‐use practice to manage soil salinity","year":2021,"lang":"en","type":"article","venue":"Land Degradation and Development","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Soil salinity; Dryland salinity; Environmental science; Riparian zone; Salinity; Hydrology (agriculture); Wetland; Water table; Willow; Land use; Groundwater; Soil water; Agronomy; Soil biodiversity; Soil fertility; Soil science; Geology; Ecology; Habitat","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":[0.0002692419,0.0001574806,0.000143836,0.0002354263,0.0003730141,0.000255934,0.0003749164,0.0001028839,0.0004852548],"category_scores_gemma":[0.0002098074,0.00009145519,0.0001388225,0.000273724,0.0003617388,0.0002736184,0.0002962112,0.0001651196,0.00005759368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005303652,"about_ca_system_score_gemma":0.0004614229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01279119,"about_ca_topic_score_gemma":0.07098562,"domain_scores_codex":[0.9998916,0.00002791469,0.000005825597,0.00003150604,0.00001883839,0.00002425139],"domain_scores_gemma":[0.9998162,0.00002628482,0.00005790074,0.00002058669,0.0000218745,0.00005701085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001266693,0.00180066,0.4780733,0.0001710424,0.0001251956,0.0008103696,0.002924999,0.00142301,0.4595497,0.000400802,0.0003047471,0.05314953],"study_design_scores_gemma":[0.00001618264,0.001528073,0.9919748,0.00000448507,0.0000169504,0.00006067776,0.001029499,0.0008557193,0.003828818,0.00003333471,0.0006452613,0.000006261829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997799,0.000006029253,0.00005301755,0.000006653832,4.01876e-7,0.000008177082,0.00001262261,0.000001950513,0.0001313111],"genre_scores_gemma":[0.9991052,0.00002341734,0.0006054537,0.000009194146,9.332677e-7,0.00001174049,0.00004389989,9.567472e-7,0.0001992648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01279119,"threshold_uncertainty_score":0.02543348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199947306665618,"score_gpt":0.2430199468212062,"score_spread":0.22102047375455,"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."}}