{"id":"W2595562460","doi":"10.5194/acpd-15-29265-2015","title":"The incorporation of an organic soil layer in the Noah-MP Land Surface Model and its evaluation over a Boreal Aspen Forest","year":2015,"lang":"en","type":"article","venue":"","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Surface runoff; Soil science; Hydrology (agriculture); Soil water; Sensible heat; Soil texture; Atmospheric sciences; Geology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005730604,0.0006569645,0.0004369564,0.0002006913,0.0005015404,0.000750761,0.0008014116,0.0005713887,0.000499139],"category_scores_gemma":[0.0006368931,0.0002343031,0.0004464873,0.000288235,0.0003747851,0.0005392565,0.0002901667,0.0004561039,0.00006620532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000985426,"about_ca_system_score_gemma":0.0008943233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08587646,"about_ca_topic_score_gemma":0.0703308,"domain_scores_codex":[0.99984,0.00004459389,0.00001169046,0.00003118272,0.00003976841,0.00003269748],"domain_scores_gemma":[0.9996558,0.0001282878,0.00003426531,0.00002963669,0.0001030741,0.00004883767],"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":[0.0003332094,0.0002409912,0.02263183,0.00004268986,0.00005474638,0.0001107122,0.00002202026,0.9639689,0.006669376,0.0002000642,0.0001615565,0.005563806],"study_design_scores_gemma":[0.00004899249,0.0001585875,0.008127623,0.000002887908,0.00002794545,0.00001019895,0.00002581612,0.9894559,0.001930959,0.00003996489,0.0001618503,0.000009225886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996968,0.00006455147,0.001491423,0.00004537205,0.00002182013,0.00002540025,0.000173133,0.00007814386,0.001132099],"genre_scores_gemma":[0.9979664,0.00003301707,0.001620393,0.00001338595,0.000003999028,0.000009201085,0.0001188616,0.000007829835,0.0002268396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08587646,"threshold_uncertainty_score":0.1707532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04084912561966502,"score_gpt":0.2693036468113192,"score_spread":0.2284545211916542,"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."}}