{"id":"W1503517951","doi":"10.3390/catal5031046","title":"Novel Mesoporous Carbon Supports for PEMFC Catalysts","year":2015,"lang":"en","type":"article","venue":"Catalysts","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Ballard Power Systems (Canada); University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Ballard Power Systems","keywords":"Proton exchange membrane fuel cell; Materials science; Nanoporous; Carbon fibers; Mesoporous material; Catalysis; Colloid; Chemical engineering; Nanotechnology; Nanoparticle; Chemistry; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001919339,0.0005206622,0.000258454,0.0005921196,0.0002986117,0.0004405848,0.0004901521,0.0007731057,0.00146215],"category_scores_gemma":[0.0002610225,0.0002123455,0.0002644778,0.0002537808,0.0001695965,0.0005151751,0.0002638779,0.0005901527,0.0008660561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005080967,"about_ca_system_score_gemma":0.0002159167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005255883,"about_ca_topic_score_gemma":0.001590236,"domain_scores_codex":[0.9997479,0.00001196046,0.00001640651,0.00004846346,0.000145824,0.00002927727],"domain_scores_gemma":[0.9999214,0.00001933228,0.00001508374,0.000006917759,0.00002013581,0.00001707661],"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":[0.00005300345,0.00003983177,0.0001475599,0.0004338104,0.00002490883,0.0003816178,0.00003480211,0.0005176988,0.9828964,0.001686185,0.0006124123,0.01317181],"study_design_scores_gemma":[0.00001319867,0.00009371779,0.0004955279,0.00003622265,0.000016525,0.0003319886,0.00001790962,0.002442667,0.9682884,0.0002478023,0.02799902,0.00001705608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.817405,0.06998301,0.06051707,0.001469746,0.001030301,0.000426669,0.002151599,0.001634712,0.045382],"genre_scores_gemma":[0.9479772,0.0125981,0.03091718,0.0002176137,0.0001817033,0.0001009835,0.000739783,0.00007597751,0.007191342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00146215,"threshold_uncertainty_score":0.004891396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244243296049968,"score_gpt":0.2477496314016479,"score_spread":0.2253071984411482,"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."}}