{"id":"W4402028525","doi":"10.1002/vzj2.20373","title":"Modeling soil water dynamics of an intensively cultivated histosol","year":2024,"lang":"en","type":"article","venue":"Vadose Zone Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Ste. Anne's Hospital","funders":"Royal Society; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Histosol; Environmental science; Soil water; Permanent wilting point; Field capacity; Water content; Hydrology (agriculture); Hydric soil; Soil science; Soil organic matter; Soil biodiversity; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001436772,0.0001515974,0.0001849005,0.0001981786,0.00005501119,0.00008252277,0.0001247649,0.0001096325,0.00005829371],"category_scores_gemma":[0.00001093006,0.0001062329,0.00009370616,0.0001418198,0.0000182733,0.0002923336,0.00001802297,0.0005768812,0.000036654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001423316,"about_ca_system_score_gemma":0.00002647746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003478328,"about_ca_topic_score_gemma":0.00002058204,"domain_scores_codex":[0.9991186,0.00001839321,0.0003226176,0.0001109516,0.0001701755,0.0002592349],"domain_scores_gemma":[0.9995916,0.000009023037,0.0000135,0.0001112013,0.0001560924,0.0001185409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003555577,0.00003221874,0.00002517595,0.00009165885,0.0001953755,0.0002675094,0.002115671,0.8966069,0.0583437,0.00006663783,0.0006492399,0.04157037],"study_design_scores_gemma":[0.0002148246,0.00004363984,0.00002008798,0.0001570211,0.00003588771,0.0004077601,0.0003065802,0.9883443,0.009691379,0.0002203222,0.0004019468,0.0001562945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497545,0.0007013713,0.04749081,0.0001387526,0.001306418,0.00003360819,0.000007635055,0.0002444787,0.0003224031],"genre_scores_gemma":[0.9981642,0.0001475796,0.001122426,0.00002330072,0.0002310382,0.000001243557,0.00002163759,0.00005215784,0.0002364175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09173737,"threshold_uncertainty_score":0.433205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087618437844557,"score_gpt":0.208904781614671,"score_spread":0.1980285972362254,"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."}}