{"id":"W2485345743","doi":"10.1149/osf.io/9n4mz","title":"Investigation of an Alternative Sulfonated Silane in Ceramic Carbon Electrodes for Fuel Cell Applications","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Nafion; Ionomer; Materials science; Sulfonic acid; Electrode; Thermogravimetric analysis; Carbon black; Silane; Monomer; Chemical engineering; Polymer chemistry; Composite material; Electrochemistry; Chemistry; Copolymer; Polymer","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":[0.0002664398,0.0002536077,0.0001915527,0.0001802934,0.0001429259,0.0002862549,0.000310398,0.0003941024,0.0006006343],"category_scores_gemma":[0.0002690497,0.00011764,0.0002084376,0.0001532314,0.0002227808,0.0003644691,0.0001390298,0.0003061596,0.0001918166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772457,"about_ca_system_score_gemma":0.0002582432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005471527,"about_ca_topic_score_gemma":0.000988977,"domain_scores_codex":[0.9998589,0.00001476939,0.00001036287,0.00002914331,0.00006576026,0.0000210398],"domain_scores_gemma":[0.9998474,0.00003641313,0.00003295901,0.00001145692,0.00005425551,0.00001750186],"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":[0.00004193979,0.00000938045,0.00009595601,0.00005443201,0.000004153053,0.00004913331,0.00001187619,0.0001032788,0.9982845,0.00005759301,0.000007323003,0.001280351],"study_design_scores_gemma":[0.0000039092,0.0001867095,0.0003643336,0.000002666163,0.000008165192,0.00008497549,0.00002184062,0.0004072587,0.9977512,0.00001065989,0.001155729,0.000002468475],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946744,0.001778425,0.00242073,0.00005903679,0.0000257271,0.0000277004,0.00005214542,0.00002184222,0.0009399357],"genre_scores_gemma":[0.9911051,0.001303105,0.006086054,0.00003255016,0.0000148395,0.00001361409,0.0001044319,0.00001163686,0.001328481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006006343,"threshold_uncertainty_score":0.002009332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131735501945434,"score_gpt":0.2163149430971275,"score_spread":0.2049975880776731,"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."}}