{"id":"W349283485","doi":"10.1023/a:1004159102510","title":"Influence of surfactants on the electroreduction of oxygen to hydrogen peroxide in acid and alkaline electrolytes","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chemistry; Aliquat 336; Electrolysis; Electrochemistry; Electrosynthesis; Pulmonary surfactant; Cyclic voltammetry; Inorganic chemistry; Supporting electrolyte; Chloride; Sodium sulfate; Sodium dodecyl sulfate; Nuclear chemistry; Cationic polymerization; Electrolyte; Electrode; Sodium; Chromatography; Extraction (chemistry); Organic chemistry; Physical chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003032945,0.0002137756,0.0004723882,0.0001023254,0.0000496513,0.00001148302,0.0004029499,0.0001341283,0.00005058372],"category_scores_gemma":[0.0000981275,0.0001628602,0.000125973,0.0006484276,0.00008030853,0.00004657868,0.00003398787,0.0005280894,0.000001856104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074364,"about_ca_system_score_gemma":0.0001103749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007756543,"about_ca_topic_score_gemma":0.000005143739,"domain_scores_codex":[0.9981975,0.000009967137,0.0008036186,0.0002421417,0.0003855324,0.0003612231],"domain_scores_gemma":[0.998669,0.0001306136,0.0006214204,0.0002935527,0.0001667207,0.0001187347],"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":[0.0005017839,0.0001868488,0.0003171323,0.00004184942,0.0001129594,0.000001602176,0.00008188,0.0005142758,0.9975184,0.000283229,0.00005870439,0.0003813233],"study_design_scores_gemma":[0.0003550078,0.0001043985,0.0002563697,0.00006378306,0.00006427395,0.00006727826,0.00009001467,0.00004739369,0.996666,0.001917576,0.000229776,0.0001381923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976767,0.0002918404,0.0000311182,0.000521105,0.000001380171,0.00006921099,0.00000314349,0.000007602159,0.001397901],"genre_scores_gemma":[0.9990947,0.0004615927,0.0001598241,0.0001091802,0.00008266198,0.00001640917,0.000005627698,0.00001881073,0.0000512495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001634347,"threshold_uncertainty_score":0.6641248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005057600064727334,"score_gpt":0.2180758960084275,"score_spread":0.2130182959437002,"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."}}