{"id":"W2785284335","doi":"10.1149/ma2018-01/41/2387","title":"Investigation of Nanoporous Carbon Scaffold with Ordered Pore Structure As Microporous Layer for PEM Fuel Cells","year":2018,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Microporous material; Wetting; Materials science; Chemical engineering; Nanoporous; Proton exchange membrane fuel cell; Electrolyte; Carbon fibers; Surface modification; Polymer; Porosity; Membrane; Layer (electronics); Nanotechnology; Electrode; Composite material; Chemistry; Fuel cells","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":[0.0001452293,0.0002116431,0.0001415186,0.0002778889,0.0001458908,0.0002095909,0.0001763095,0.0004308628,0.0003483587],"category_scores_gemma":[0.0002305571,0.00008874788,0.0001770069,0.0001506973,0.000148398,0.0003135543,0.00009878947,0.0001937386,0.0001307412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002534979,"about_ca_system_score_gemma":0.000124657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006640542,"about_ca_topic_score_gemma":0.001400211,"domain_scores_codex":[0.9998934,0.000008673659,0.000005716396,0.00002787354,0.00004174476,0.00002260745],"domain_scores_gemma":[0.9998627,0.00003740377,0.00002506768,0.00001078601,0.00003895197,0.00002513708],"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":[0.00001418858,0.00001582027,0.0000675918,0.00005706333,0.000003509746,0.000055128,0.00001283964,0.0002332327,0.9981709,0.0001080171,0.00003227109,0.001229574],"study_design_scores_gemma":[0.000003959931,0.0001247577,0.0007680735,0.000005013572,0.000008531041,0.00007160079,0.00002040764,0.002473505,0.9950566,0.00002957693,0.001431827,0.000006098041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884323,0.003016296,0.006194666,0.0001069391,0.00004144395,0.00003633043,0.0002417294,0.0001404776,0.001789744],"genre_scores_gemma":[0.9915318,0.001165774,0.006439178,0.00002559133,0.000009872058,0.00002411385,0.0001630213,0.00001510152,0.0006254982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006640542,"threshold_uncertainty_score":0.00183928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00879028763683079,"score_gpt":0.1980841125955449,"score_spread":0.1892938249587141,"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."}}