{"id":"W6894089780","doi":"10.5281/zenodo.6562375","title":"On the Discretization of Richards Equation in Canadian Land Surface Models","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Discretization; Richards equation; Initialization; Surface (topology); Tower; Code (set theory); Flux (metallurgy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008170397,0.0008956426,0.000687453,0.0009415173,0.001253363,0.001364546,0.003133085,0.001018011,0.01921108],"category_scores_gemma":[0.003750158,0.0005517993,0.001028853,0.002046973,0.000617826,0.001067373,0.001343471,0.001842311,0.004787263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007256839,"about_ca_system_score_gemma":0.009648499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7845923,"about_ca_topic_score_gemma":0.7149933,"domain_scores_codex":[0.9993603,0.00008108553,0.00003052821,0.00007449426,0.0003751727,0.00007856891],"domain_scores_gemma":[0.9989091,0.0002222854,0.00003941344,0.0001164141,0.0006395658,0.00007320129],"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":[0.00007494035,0.00003291009,0.002273828,0.0002575307,0.0000531008,0.00016959,0.0003747859,0.672622,0.005034437,0.1484431,0.1217344,0.0489294],"study_design_scores_gemma":[0.00004175915,0.00000804711,0.001317987,0.00007522312,0.00001747215,0.00003769928,0.00006073435,0.8511535,0.001873732,0.01656869,0.1287666,0.00007853248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02122484,0.001609429,0.77064,0.002132326,0.0007253835,0.0003799964,0.04528125,0.01191174,0.146095],"genre_scores_gemma":[0.2621819,0.002754847,0.5951242,0.0008237291,0.0002008402,0.0008952572,0.04349836,0.01025535,0.08426543],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2154077,"threshold_uncertainty_score":0.4333525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361294555095564,"score_gpt":0.1961764080375513,"score_spread":0.1725634624865957,"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."}}