{"id":"W2003502757","doi":"10.1155/2013/706513","title":"Nanostructured TiO<sub>2</sub> Doped with Nb as a Novel Support for PEMFC","year":2013,"lang":"en","type":"article","venue":"Journal of Materials","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Proton exchange membrane fuel cell; Materials science; Catalysis; Durability; Oxide; Dispersion (optics); Carbon fibers; Catalyst support; Electrochemistry; Chemical engineering; Doping; Conductivity; Metal; Nanotechnology; Composite material; Metallurgy; Chemistry; Electrode; Composite number; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009161299,0.0002367711,0.000261446,0.0002189192,0.0001752969,0.0002934666,0.0003531472,0.0005105111,0.000381106],"category_scores_gemma":[0.0002121071,0.0001696181,0.0001505693,0.0001551357,0.0001640728,0.0002841802,0.0001439644,0.0002282436,0.0002799915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002554644,"about_ca_system_score_gemma":0.0001508066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007044946,"about_ca_topic_score_gemma":0.002110098,"domain_scores_codex":[0.9999213,0.000006133682,0.000005612096,0.00001524877,0.00004272392,0.00000897744],"domain_scores_gemma":[0.9999497,0.000008392995,0.000009619836,0.000005577026,0.00001745884,0.000009250168],"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":[0.00001722806,0.000005061105,0.00005478786,0.00004155899,0.000002884155,0.0000548575,0.000005753308,0.00008941694,0.9985632,0.00009591755,0.0000244553,0.001044924],"study_design_scores_gemma":[0.000009199696,0.00009314359,0.0008197997,0.00001322426,0.00001803774,0.0003004427,0.00002153271,0.002722527,0.9914216,0.00008289081,0.004489102,0.000008362944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714729,0.007563824,0.01500969,0.0003021845,0.0001893151,0.00004247973,0.0002527153,0.0001283097,0.005038589],"genre_scores_gemma":[0.9757589,0.002153631,0.01881769,0.00007360624,0.00002853007,0.00003617173,0.0001708344,0.00002917908,0.002931523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007044946,"threshold_uncertainty_score":0.001853526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007017900054179921,"score_gpt":0.2107085065629424,"score_spread":0.2036906065087624,"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."}}