{"id":"W2996938521","doi":"10.19189/map.2019.omb.sta.1815","title":"Ecohydrology and causes of peat degradation at the Vasi peatland, South Africa","year":2019,"lang":"en","type":"article","venue":"Mires and Peat","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"Water Research Commission","keywords":"Peat; Ecohydrology; Degradation (telecommunications); Environmental science; Physical geography; Geography; Geology; Ecology; Biology; Computer science; Ecosystem; Archaeology","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":[0.0001406817,0.0001592292,0.0001284681,0.001353746,0.0004364315,0.0004590903,0.0001683048,0.0002089711,0.0009715248],"category_scores_gemma":[0.0003686492,0.0001659394,0.0001379897,0.001001863,0.0007488093,0.0003377594,0.0004313506,0.0001225029,0.00007968927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008457389,"about_ca_system_score_gemma":0.0004727444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02014625,"about_ca_topic_score_gemma":0.05957266,"domain_scores_codex":[0.9998984,0.00001285551,0.00000911418,0.00001799375,0.00001564777,0.00004607305],"domain_scores_gemma":[0.9997069,0.00004106887,0.0001610981,0.000008500708,0.00002529005,0.00005712652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000915193,0.00003170218,0.9696698,0.0000887159,0.0000313596,0.002469185,0.003418938,0.0003096156,0.01366451,0.0002484045,0.000102355,0.009874009],"study_design_scores_gemma":[7.647064e-7,0.00001290618,0.9981104,0.000007832072,0.000003369708,0.0002448428,0.001110246,0.00009124614,0.0001786474,0.00003078889,0.0002068008,0.000002178175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995296,0.000131054,0.00001492917,0.00001809464,6.422839e-7,0.000003031183,0.00003941108,0.000001003754,0.0002622547],"genre_scores_gemma":[0.9997811,0.00009885695,0.00002280876,0.000003328385,9.396031e-7,0.000001753638,0.00002685649,3.606777e-7,0.00006400685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02014625,"threshold_uncertainty_score":0.04005796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009938921475042137,"score_gpt":0.2008707658059199,"score_spread":0.1909318443308778,"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."}}