{"id":"W2081333741","doi":"10.1021/cm3041345","title":"Water Oxidation Catalysis by Nanoparticulate Manganese Oxide Thin Films: Probing the Effect of the Manganese Precursors","year":2013,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Monash University; University of Victoria","keywords":"Overpotential; Manganese; Catalysis; Nafion; Inorganic chemistry; Oxide; Dissociation (chemistry); Nanoparticle; X-ray absorption spectroscopy; Chemistry; Oxidation state; Molecule; Materials science; Absorption spectroscopy; Nanotechnology; Organic chemistry; Electrode; Physical chemistry; Electrochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001388644,0.000329718,0.0001409711,0.0001005965,0.00006935564,0.0002341903,0.0002117286,0.0002243096,0.0003476967],"category_scores_gemma":[0.0001781192,0.0001700208,0.00013954,0.00007143162,0.0001536041,0.0002161468,0.0001460996,0.0003527479,0.0001042297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002062495,"about_ca_system_score_gemma":0.00008690859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008770173,"about_ca_topic_score_gemma":0.00128587,"domain_scores_codex":[0.9999309,0.000008902557,0.000005252554,0.00001661596,0.00002200057,0.00001636335],"domain_scores_gemma":[0.9999266,0.00002327844,0.00002037918,0.000004571964,0.00001604141,0.000009138485],"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":[0.00001217241,0.00000329809,0.00004274463,0.00001090827,0.000001248075,0.000007521894,0.000006683249,0.00001371036,0.9996631,0.00001145072,0.000003152638,0.0002241488],"study_design_scores_gemma":[0.00000166313,0.00004254912,0.0003121746,0.000001595358,0.000002909471,0.00001426129,0.000006953826,0.0002559163,0.9991948,0.000005536956,0.0001609328,7.349893e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968286,0.0005690294,0.001815165,0.00003245318,0.00001134174,0.00001413842,0.00004632077,0.00002344138,0.0006594904],"genre_scores_gemma":[0.9959132,0.0004862797,0.002549055,0.00001910882,0.000003767066,0.00001499135,0.00007249893,0.000009095437,0.0009319262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008770173,"threshold_uncertainty_score":0.001743853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002895652854658177,"score_gpt":0.1817266688718506,"score_spread":0.1788310160171925,"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."}}