{"id":"W2270074747","doi":"10.1149/ma2008-02/11/772","title":"Templated RuSe-based Catalysts for Proton Exchange Membrane Fuel Cells","year":2008,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Proton exchange membrane fuel cell; Catalysis; Proton; Membrane; Fuel cells; Chemistry; Chemical engineering; Materials science; Physics; Organic chemistry; Engineering; Nuclear physics; Biochemistry","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":[0.000177858,0.0002537329,0.0003904823,0.0002688679,0.0001078251,0.0004360552,0.0006128299,0.0005984711,0.002755558],"category_scores_gemma":[0.000452593,0.0002030427,0.0002553892,0.0002396818,0.0001248206,0.0005302125,0.000192368,0.0005264226,0.001404283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002185602,"about_ca_system_score_gemma":0.0001129141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002503127,"about_ca_topic_score_gemma":0.0009273642,"domain_scores_codex":[0.9998185,0.00002014263,0.00001272805,0.00002812613,0.00009449493,0.00002602005],"domain_scores_gemma":[0.9999495,0.00001400826,0.000008334519,0.000007877776,0.00001526422,0.000005030533],"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":[0.0001873298,0.00006413037,0.0000770129,0.0003464243,0.00002724636,0.0001118409,0.00002592797,0.00124308,0.9820499,0.000957117,0.000852727,0.01405729],"study_design_scores_gemma":[0.00002148258,0.0001333821,0.0001749216,0.00001002937,0.00001434815,0.00006993538,0.00001075989,0.002443729,0.9897306,0.0001595863,0.007222595,0.000008593142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350154,0.0188115,0.02193337,0.0004724815,0.0008276969,0.000182635,0.001556339,0.001114845,0.02008562],"genre_scores_gemma":[0.971831,0.006519675,0.007842012,0.0001222292,0.00007276017,0.00006288713,0.001014193,0.0001331424,0.01240214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002755558,"threshold_uncertainty_score":0.009218216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105636180538115,"score_gpt":0.2321596019960717,"score_spread":0.2111032401906905,"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."}}