{"id":"W2792321357","doi":"10.1007/s11368-018-1960-0","title":"Holocene peatland development and carbon stock of Zoige peatlands, Tibetan Plateau: a modeling approach","year":2018,"lang":"en","type":"article","venue":"Journal of Soils and Sediments","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China; National Science Foundation","keywords":"Peat; Holocene; Environmental science; Physical geography; Radiocarbon dating; Hydrology (agriculture); Geology; Geography; Oceanography; Archaeology; Paleontology","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":[0.0003446276,0.0004089118,0.0003695845,0.0006290148,0.0007774656,0.001143022,0.001128429,0.001163112,0.002590723],"category_scores_gemma":[0.0004734209,0.0005483031,0.0008633878,0.0006858001,0.0003971377,0.0007741344,0.0004180406,0.0004358314,0.000196381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824194,"about_ca_system_score_gemma":0.001727573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1586452,"about_ca_topic_score_gemma":0.1143812,"domain_scores_codex":[0.9999453,0.00001508347,0.000003248457,0.00001452687,0.000003277312,0.00001872509],"domain_scores_gemma":[0.9998963,0.00004347675,0.00001549703,0.000006777624,0.00001180943,0.0000261396],"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":[0.0002000128,0.000222595,0.1032755,0.00007366062,0.0003345823,0.0004787044,0.0003690425,0.8833041,0.001711209,0.00468069,0.0005702404,0.004779693],"study_design_scores_gemma":[0.00004631029,0.00006493826,0.02834178,0.00001768046,0.0001251131,0.00006855048,0.0003628221,0.9689746,0.0002125989,0.001124901,0.0006395451,0.00002110582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973038,0.00008660585,0.0008996643,0.0001356254,0.000004269374,0.000004843061,0.0002827342,0.00003048908,0.001252059],"genre_scores_gemma":[0.9983892,0.00009410705,0.0003483695,0.00001770207,0.000006509078,0.00001538761,0.0002175788,0.00001102617,0.000900127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586452,"threshold_uncertainty_score":0.3154436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735988751897224,"score_gpt":0.2275233605883185,"score_spread":0.2101634730693462,"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."}}