{"id":"W2321545542","doi":"10.1149/1.2729266","title":"Investigation of H2 and CO Oxidation on Ni-CeO2 Electrodes Using a Specially Designed Three-Electrode Configuration","year":2007,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Strategic Research Council; Killam Trusts","keywords":"Overpotential; Dielectric spectroscopy; Anode; Materials science; Electrode; Cyclic voltammetry; Electrochemistry; Analytical Chemistry (journal); Electrical impedance; Chemistry; Electrical engineering; Physical chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009842,0.000141327,0.0001768884,0.0001812524,0.0002899886,0.00009811445,0.0001463597,0.00008239334,0.0002150488],"category_scores_gemma":[0.00007579783,0.0001443784,0.00002682112,0.0003544855,0.0002912593,0.0005426818,0.000003610735,0.00008036925,0.00001976997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150102,"about_ca_system_score_gemma":0.0001899848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001284725,"about_ca_topic_score_gemma":0.0003428793,"domain_scores_codex":[0.9986128,0.00004668888,0.0003961071,0.0003212745,0.0003464271,0.0002766949],"domain_scores_gemma":[0.9992366,0.0001420314,0.0002084783,0.0001937156,0.0001400082,0.00007916417],"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":[0.00009384351,0.00002265352,0.00005156534,0.00002991315,0.000003952909,7.611345e-7,0.000299011,0.0005179661,0.9974487,0.0009472192,0.000008616818,0.0005758298],"study_design_scores_gemma":[0.0002517512,0.0001539818,0.001820213,0.00003425612,0.00003151133,0.00001944289,0.00004864687,0.0004853612,0.9946828,0.002304081,0.00002608644,0.0001418506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.557919,0.00001574637,0.4413582,0.00005756897,0.0001553715,0.0001590717,0.000007893113,0.00004058909,0.0002865404],"genre_scores_gemma":[0.9886175,0.00001271006,0.01117529,0.00004961968,0.00008869685,0.000007744078,0.00001088477,0.00001345098,0.00002404084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4306986,"threshold_uncertainty_score":0.5887582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03047647160843565,"score_gpt":0.2761331087981098,"score_spread":0.2456566371896741,"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."}}