{"id":"W2929145324","doi":"10.1002/celc.201900159","title":"Nature, Mechanisms and Reactivity of Electrogenerated Reactive Species at Thin‐Film Boron‐Doped Diamond (BDD) Electrodes During Electrochemical Wastewater Treatment","year":2019,"lang":"en","type":"article","venue":"ChemElectroChem","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Chlorine; Wastewater; Electrode; Electrochemistry; Diamond; Reactivity (psychology); Inorganic chemistry; Boron; Reactive oxygen species; Chemistry; Pollutant; Materials science; Chemical engineering; Organic chemistry; Environmental engineering; Environmental science","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":[0.000311257,0.0003606162,0.0002823198,0.0003785758,0.0001286125,0.0004388523,0.0003353848,0.000684069,0.0002603974],"category_scores_gemma":[0.0002304502,0.0002180732,0.0003534261,0.000190787,0.0001695832,0.0003525346,0.000190273,0.0003090792,0.0001235428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414889,"about_ca_system_score_gemma":0.0001199742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003011154,"about_ca_topic_score_gemma":0.0003445691,"domain_scores_codex":[0.9998114,0.00004053545,0.00001617399,0.00003901243,0.00006609879,0.00002671828],"domain_scores_gemma":[0.9999095,0.0000371429,0.00002311209,0.000003468158,0.00002265562,0.000004091394],"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":[0.0001139913,0.00003027869,0.0007674245,0.001931667,0.00006941339,0.0004564078,0.00009295433,0.0008277249,0.9742814,0.001064137,0.0001816403,0.0201829],"study_design_scores_gemma":[0.000009449059,0.0001744774,0.002108974,0.00007163394,0.00008763399,0.0007358773,0.00008312368,0.001900213,0.9874461,0.0004826703,0.006883304,0.00001670455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7849268,0.1721347,0.03267319,0.0004970324,0.0002479939,0.0001231232,0.0002951352,0.0001106698,0.008991349],"genre_scores_gemma":[0.9257746,0.06477528,0.005939425,0.0001617145,0.00004719671,0.00004650294,0.0001211678,0.00001040137,0.003123805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000684069,"threshold_uncertainty_score":0.001752138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004660049108089945,"score_gpt":0.2013635642914224,"score_spread":0.1967035151833324,"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."}}