{"id":"W3158153153","doi":"10.1149/1.3484557","title":"Non-Noble Metal Catalysts Prepared from Fe in Acid Solution","year":2010,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Noble metal; Electrolysis; Catalysis; Inorganic chemistry; Metal; Electrolysis of water; Carbon fibers; Activated carbon; Chemistry; Materials science; Rotating ring-disk electrode; Electrode; Chemical engineering; Electrocatalyst; Electrochemistry; Metallurgy; Organic chemistry; Composite material; Composite number; Adsorption; Physical chemistry; Electrolyte","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000554293,0.0001017337,0.0001304167,0.000068879,0.00005415002,0.00002365872,0.0000701972,0.0001606484,0.0004955412],"category_scores_gemma":[0.00000173285,0.0001014517,0.0000556319,0.0001147137,0.00001852394,0.0001503348,0.000001981828,0.0002425615,0.0001629569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000255929,"about_ca_system_score_gemma":0.00001339995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004771373,"about_ca_topic_score_gemma":0.001475459,"domain_scores_codex":[0.9994617,0.000006319862,0.0001719118,0.0001258136,0.00006607578,0.0001682227],"domain_scores_gemma":[0.9997486,0.00001133372,0.0000127339,0.0001654818,0.00001027135,0.00005158696],"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":[0.000005541548,0.00003072118,0.00001168187,0.00003575879,0.00004616786,0.0000040508,0.0004210479,0.02041347,0.9786463,0.000001646997,0.0001831914,0.0002004135],"study_design_scores_gemma":[0.0006356981,0.00001406743,0.00105714,0.00002311287,0.00007818214,0.000008409353,0.00004829697,0.03674881,0.9537803,0.0001820122,0.007161693,0.0002622853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794995,0.0003706665,0.005800477,0.0000577903,0.003253266,0.0001780376,0.00009128021,0.0002747085,0.01047433],"genre_scores_gemma":[0.9984495,0.0001312452,0.001066981,0.000003556127,0.00006823577,0.00002950111,0.00004147838,0.0000234252,0.000186046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02486601,"threshold_uncertainty_score":0.5425829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004915130524942945,"score_gpt":0.1885932457666832,"score_spread":0.1836781152417402,"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."}}