{"id":"W2893708139","doi":"10.1021/acs.est.8b03791","title":"Manganese-Driven Carbon Oxidation at Oxic–Anoxic Interfaces","year":2018,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"Biological and Environmental Research; Division of Environmental Biology; National Research Council Canada; University of Massachusetts; Western Economic Diversification Canada; Basic Energy Sciences; Canadian Light Source; U.S. Department of Agriculture; Natural Sciences and Engineering Research Council of Canada; National Science Foundation; Canadian Institutes of Health Research; Office of Science; Brookhaven National Laboratory; U.S. Department of Energy; National Institute of Food and Agriculture","keywords":"Anoxic waters; Manganese; Environmental chemistry; Carbon fibers; Chemistry; Environmental science; Inorganic chemistry; Materials science; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001448701,0.000254089,0.0001024066,0.0001786402,0.0001366347,0.0003627246,0.0002354492,0.0002142648,0.0003782544],"category_scores_gemma":[0.0002091474,0.0001098104,0.0001000108,0.0001037216,0.0002979755,0.0003204467,0.0002172346,0.0002692444,0.00007009407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767493,"about_ca_system_score_gemma":0.0002081278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002019858,"about_ca_topic_score_gemma":0.003158711,"domain_scores_codex":[0.9999052,0.00001008642,0.000005296453,0.00003114131,0.00002406413,0.00002417885],"domain_scores_gemma":[0.999917,0.00002158894,0.00002318728,0.000005348008,0.00002182228,0.00001100805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003886629,0.0000104866,0.002269032,0.00004330616,0.000004246394,0.00003011255,0.0000241356,0.0001702987,0.9958923,0.0001928042,0.00001787328,0.001306581],"study_design_scores_gemma":[0.00000698846,0.00008667277,0.0195255,0.000006350281,0.000009873993,0.00006426193,0.0001161722,0.00381849,0.9748667,0.0003835552,0.001109764,0.000005627378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957568,0.0003143639,0.00296361,0.00004560667,0.000009440783,0.00001211181,0.0001302487,0.00002911795,0.000738527],"genre_scores_gemma":[0.9978529,0.000212835,0.001479856,0.00001944566,0.000002848303,0.000005848943,0.00006954598,0.000004604647,0.0003521529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002019858,"threshold_uncertainty_score":0.004016221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00608244826056459,"score_gpt":0.2291537024849676,"score_spread":0.223071254224403,"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."}}