{"id":"W2621198855","doi":"10.1149/ma2012-01/27/1045","title":"Electrosynthesis of Hydrogen Peroxide in a PEM Fuel Cell for Drinking Water Purification","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Electrosynthesis; Hydrogen peroxide; Proton exchange membrane fuel cell; Fuel cells; Chemistry; Waste management; Environmental science; Inorganic chemistry; Chemical engineering; Electrochemistry; Organic chemistry; Engineering; Electrode","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":[0.00009356844,0.0002421232,0.0001555452,0.0001580231,0.0002071374,0.0001668865,0.0001431602,0.0001778726,0.002710166],"category_scores_gemma":[0.0001813368,0.00009514879,0.0001323677,0.0001196294,0.0001649364,0.0003308049,0.0001727011,0.0002816186,0.0004235463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135281,"about_ca_system_score_gemma":0.0001459047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003075501,"about_ca_topic_score_gemma":0.0006652872,"domain_scores_codex":[0.9999655,0.000004137928,0.000001443127,0.000007288886,0.00001401684,0.000007520769],"domain_scores_gemma":[0.9999645,0.00001584618,0.000003512142,0.000003988018,0.000007374262,0.00000489811],"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":[0.0001494274,0.00002707973,0.00007836332,0.00006388842,0.000005640158,0.00009943078,0.00002354474,0.0002047567,0.9944826,0.000229241,0.0001069105,0.004529104],"study_design_scores_gemma":[0.00001038225,0.00008110254,0.0004874592,0.000003595444,0.000005300546,0.00003954749,0.00001901612,0.0004732914,0.9977555,0.00008779041,0.001035108,0.000001929748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847295,0.001276478,0.005882513,0.0001672205,0.00009301364,0.00005046089,0.0001864654,0.00007526069,0.007539177],"genre_scores_gemma":[0.9940062,0.000635126,0.001794483,0.00002368639,0.00001704616,0.00001259528,0.00007877375,0.0000288786,0.003403123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002710166,"threshold_uncertainty_score":0.009066403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009652119542996874,"score_gpt":0.2006197620754502,"score_spread":0.1909676425324534,"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."}}