{"id":"W2793389479","doi":"10.1149/ma2018-01/37/2212","title":"An Investigation of the Adverse Effect of TiO<sub>2</sub> on Pt-Catalyst for the Oxygen Reduction Reaction","year":2018,"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":"","funders":"","keywords":"Anode; Catalysis; Corrosion; Materials science; Oxide; Proton exchange membrane fuel cell; Carbon fibers; Chemical engineering; Chemistry; Metallurgy; Composite material; Electrode; Engineering; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002415007,0.0002862135,0.000252637,0.0001538614,0.0002043876,0.0002475825,0.0003325659,0.0005372121,0.0006793986],"category_scores_gemma":[0.000299239,0.0001241426,0.0001822281,0.0001690881,0.0001789544,0.0002523248,0.0001765855,0.0003340451,0.0002259476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943091,"about_ca_system_score_gemma":0.00008996465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005825532,"about_ca_topic_score_gemma":0.00101135,"domain_scores_codex":[0.9997408,0.00003297537,0.0000175761,0.00004861365,0.000117776,0.0000424049],"domain_scores_gemma":[0.999837,0.00005745776,0.00003916179,0.00001514124,0.00003803569,0.00001311069],"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":[0.00008526131,0.00001808712,0.0002217927,0.00004850099,0.000005492385,0.00009387988,0.00001470105,0.00007434064,0.9986204,0.00001849585,0.00002951761,0.0007694924],"study_design_scores_gemma":[0.000002677515,0.0002949916,0.001251567,0.000001520249,0.000009051699,0.00006948222,0.00001429581,0.0005565367,0.9974497,0.000007250902,0.0003410231,0.000001825047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977322,0.0005800421,0.0006843145,0.00004153561,0.00001876382,0.00001473865,0.0001051563,0.00002066332,0.000802521],"genre_scores_gemma":[0.9974624,0.0004149942,0.0009409872,0.00003522966,0.000008082191,0.000007139538,0.0001235934,0.000009866479,0.0009977015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006793986,"threshold_uncertainty_score":0.002272844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008212078926976991,"score_gpt":0.2116479860907494,"score_spread":0.2034359071637724,"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."}}