{"id":"W2317284186","doi":"10.1149/1.3502351","title":"Increasing and Decreasing Mass Transport Effects in the Oxidation of Small Organic Molecules","year":2010,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Norges Forskningsråd; Norges Teknisk-Naturvitenskapelige Universitet; University of Victoria","keywords":"Chemistry; Methanol; Platinum; Ethanol; Rotation (mathematics); Current density; Alcohol; Adsorption; Crystallite; Molecule; Analytical Chemistry (journal); Inorganic chemistry; Chromatography; Crystallography; Physical chemistry; Organic chemistry; Catalysis","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":[0.0003363172,0.0003849051,0.0004601381,0.0002409319,0.0001809891,0.0004180492,0.0004083764,0.0003738275,0.001984929],"category_scores_gemma":[0.000860157,0.0001727617,0.0002751427,0.0002307565,0.0004205891,0.0006599608,0.0002190135,0.0004963417,0.0002919403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003310829,"about_ca_system_score_gemma":0.00009115619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004582056,"about_ca_topic_score_gemma":0.0006095646,"domain_scores_codex":[0.9997786,0.00003339882,0.000009857178,0.00005937143,0.00005705656,0.00006165603],"domain_scores_gemma":[0.9995809,0.0002230665,0.00007902246,0.00003764822,0.00005089511,0.00002843599],"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":[0.0001464326,0.00001050398,0.0002301554,0.000113404,0.000005140094,0.0000974006,0.00003659412,0.0001341393,0.9966478,0.00006846352,0.00002284526,0.002487327],"study_design_scores_gemma":[0.000009173634,0.0003404035,0.002044929,0.000004756968,0.00001295149,0.00009212478,0.00003080519,0.0007407091,0.9962813,0.00002503293,0.0004149418,0.000002980976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941473,0.002106472,0.002399957,0.0001295711,0.0000224261,0.00002073778,0.00006932882,0.00007159351,0.001032626],"genre_scores_gemma":[0.9966402,0.0007772952,0.001247152,0.00003882925,0.00001653387,0.00001162024,0.0000490377,0.00002364935,0.001195739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001984929,"threshold_uncertainty_score":0.006640255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004421759231836573,"score_gpt":0.2008939723430809,"score_spread":0.1964722131112443,"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."}}