{"id":"W2149905768","doi":"10.5194/bg-12-4651-2015","title":"Hydrologic controls on DOC, As and Pb export from a polluted peatland – the importance of heavy rain events, antecedent moisture conditions and hydrological connectivity","year":2015,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Merck Canada","keywords":"Dissolved organic carbon; Bog; Peat; Environmental science; Water table; Surface runoff; Hydrology (agriculture); Precipitation; Environmental chemistry; Antecedent moisture; Groundwater; Chemistry; Geology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006651404,0.0001548484,0.0002658209,0.00002521088,0.0002415413,0.00002908441,0.0002359808,0.0001027725,0.0001634467],"category_scores_gemma":[0.0001982327,0.00008487151,0.00003799668,0.0001708889,0.001118015,0.0001131437,0.000170758,0.0001100233,0.00001000564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002999587,"about_ca_system_score_gemma":0.00002382282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756967,"about_ca_topic_score_gemma":0.002330232,"domain_scores_codex":[0.9986237,0.0001498984,0.0002133997,0.000454723,0.0002860121,0.0002722965],"domain_scores_gemma":[0.9991973,0.0002711002,0.0001589913,0.0001929397,0.000009167707,0.0001705008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009653127,0.0000914409,0.9941232,7.103865e-7,0.000009555417,0.00001527999,0.0002022642,0.00001231036,0.004418452,0.0002514622,0.0006890708,0.00008970854],"study_design_scores_gemma":[0.0008260621,0.000878926,0.9839796,0.000005335953,0.00001742581,0.00004651708,0.0002593079,0.0007036482,0.0003304746,0.01108538,0.001741818,0.0001255521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942909,0.0002552742,0.00002270815,0.003139368,0.0001018614,0.0002777451,0.0001298673,0.00002113133,0.001761148],"genre_scores_gemma":[0.9986634,0.00007859882,0.00005040522,0.001038928,0.00003365079,0.00002751134,0.00001966921,0.000003037126,0.00008483461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01083392,"threshold_uncertainty_score":0.4119371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175660058307888,"score_gpt":0.2512894896384448,"score_spread":0.233723483807656,"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."}}