{"id":"W2785146029","doi":"10.3334/ornldaac/1150","title":"Lund-Potsdam-Jena Wetland Hydrology and Methane DGV Model (LPJ-WHyMe v1.3.1)","year":2013,"lang":"en","type":"article","venue":"Oak Ridge National Laboratory Distributed Active Archive Center for Biogeochemical Dynamics","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Hydrology (agriculture); Methane; Wetland; 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":[0.0003443034,0.0009777052,0.0009365358,0.0005641797,0.0003972034,0.001038043,0.002257284,0.001258531,0.02171242],"category_scores_gemma":[0.0008437471,0.0006501733,0.001160708,0.0006852187,0.0002406367,0.001123804,0.001085457,0.001219675,0.008956538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060049,"about_ca_system_score_gemma":0.001932889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03898072,"about_ca_topic_score_gemma":0.02755495,"domain_scores_codex":[0.9998353,0.00003136737,0.00000863841,0.00004032643,0.00004444525,0.00004003188],"domain_scores_gemma":[0.9997954,0.00005669664,0.00002224225,0.00002582884,0.00007265789,0.00002709417],"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":[0.0003210875,0.00009833784,0.005262005,0.0006288075,0.0003665767,0.0001962728,0.0001088035,0.7200379,0.003198905,0.0231599,0.2221877,0.02443377],"study_design_scores_gemma":[0.0002836801,0.0000301599,0.002069552,0.00006750831,0.00009706013,0.00005953595,0.00003700628,0.8915766,0.001573172,0.00827704,0.09585814,0.00007054241],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.09935801,0.002692639,0.2585437,0.002966782,0.001136956,0.0006060688,0.4150875,0.06545899,0.1541492],"genre_scores_gemma":[0.3941518,0.001835079,0.1956527,0.001016906,0.0002539327,0.002565795,0.3237952,0.02069805,0.06003061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03898072,"threshold_uncertainty_score":0.07750767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006344621422589106,"score_gpt":0.2231550879401978,"score_spread":0.2168104665176087,"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."}}