{"id":"W4281290822","doi":"10.3390/geotechnics2020019","title":"Influence of Desaturation and Shrinkage on Evaporative Flux from Soils","year":2022,"lang":"en","type":"article","venue":"Geotechnics","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Shrinkage; Soil water; Suction; Stage (stratigraphy); Animal science; Field capacity; Chemistry; Soil science; Flux (metallurgy); Water content; Geotechnical engineering; Void ratio; Mineralogy; Hydrology (agriculture); Environmental science; Geology; Materials science; Composite material; Thermodynamics","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":[0.000189178,0.000245708,0.0002790398,0.000197353,0.0001639847,0.0002966894,0.0001164557,0.000126376,0.0006039212],"category_scores_gemma":[0.0003490435,0.0001352007,0.0001954813,0.0001953453,0.0001410336,0.0004081083,0.0002289156,0.0002715502,0.00009784958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002038191,"about_ca_system_score_gemma":0.0001490862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616558,"about_ca_topic_score_gemma":0.00299282,"domain_scores_codex":[0.9998465,0.00001702197,0.00001115317,0.00002782458,0.00006839674,0.00002905226],"domain_scores_gemma":[0.9998041,0.00007391408,0.0000399326,0.000009152532,0.0000518596,0.00002108851],"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":[0.0001376019,0.0000139838,0.005920966,0.00007172202,0.00001372594,0.00008151054,0.00005843747,0.0007681039,0.9883267,0.00001987799,0.0000210215,0.00456622],"study_design_scores_gemma":[0.000008875696,0.0003323768,0.1064785,0.000009202361,0.00002173236,0.0001635291,0.000205829,0.004920047,0.8866185,0.00006361127,0.001160074,0.00001759998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987765,0.0001940954,0.0004214671,0.000007269152,0.00000220334,0.000006510038,0.00009599186,0.000007936241,0.0004879538],"genre_scores_gemma":[0.9987955,0.0002399081,0.0004113602,0.00001028166,0.000002575398,0.00001248126,0.0001405114,0.000009991416,0.0003773216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001616558,"threshold_uncertainty_score":0.00321424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006753978226829105,"score_gpt":0.1949777413719649,"score_spread":0.1882237631451358,"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."}}