{"id":"W2090564729","doi":"10.1149/1.2949092","title":"Fuel Cell Studies on a Non-Noble Metal Catalyst Prepared by a Template-Assisted Synthesis Route","year":2008,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Catalysis; Durability; Materials science; Noble metal; Mesoporous material; Chemical engineering; Electrode; Oxygen; Polarization (electrochemistry); Oxygen reduction reaction; Fuel cells; Metal; Hydrogen; Platinum; Electrochemistry; Inorganic chemistry; Chemistry; Composite material; Metallurgy; Organic 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005138408,0.0003834185,0.0007267705,0.0000499185,0.0003924942,0.00002312679,0.0008764448,0.0002581744,0.00002471985],"category_scores_gemma":[0.0004005852,0.0002529846,0.001351709,0.0005942503,0.000211336,0.0002101258,0.0001622028,0.0008255503,0.00001943689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242576,"about_ca_system_score_gemma":0.0002750837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000937485,"about_ca_topic_score_gemma":0.00002184406,"domain_scores_codex":[0.9971074,0.0001225118,0.0007784079,0.0003487519,0.001027243,0.0006156574],"domain_scores_gemma":[0.9976819,0.0004074395,0.0008491544,0.0004816528,0.000391877,0.0001879791],"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":[0.0002598632,0.0003202033,0.00008376319,0.00005659044,0.001236957,0.00001267019,0.0009391165,0.00004765043,0.9610956,0.00001666854,0.03587089,0.00005996989],"study_design_scores_gemma":[0.0008788758,0.0002423748,0.00004533318,0.00007350722,0.0004137596,0.0003368327,0.0002577562,0.0001422421,0.9905574,0.0001892329,0.006575399,0.0002872769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935654,0.002648165,0.0001200898,0.0009843074,0.0002982588,0.0001347362,0.000003749409,0.00005979436,0.002185434],"genre_scores_gemma":[0.9955886,0.0007881191,0.001001784,0.0004060059,0.0002147058,0.00001628124,0.000008630569,0.00005661397,0.001919241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02946175,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306371809127335,"score_gpt":0.2288509429520492,"score_spread":0.2157872248607759,"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."}}