{"id":"W4400482280","doi":"10.1016/j.fuel.2024.132476","title":"A new nanocomposite membrane based on sulfonated polysulfone boron nitride for proton exchange membrane fuel cells: Its fabrication and characterization","year":2024,"lang":"en","type":"article","venue":"Fuel","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Waterloo","funders":"Gazi Üniversitesi","keywords":"Polysulfone; Boron nitride; Membrane; Characterization (materials science); Fabrication; Nanocomposite; Materials science; Chemical engineering; Boron; Proton exchange membrane fuel cell; Nanotechnology; Chemistry; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001591908,0.0002689056,0.0002587663,0.0002271419,0.00005246079,0.0001613285,0.0000950329,0.0002159879,0.0001736399],"category_scores_gemma":[0.00001174499,0.0002472216,0.00006376255,0.000281781,0.00001160885,0.0002102931,0.00001697875,0.0001264522,0.00008312979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007112563,"about_ca_system_score_gemma":0.00003550503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002706256,"about_ca_topic_score_gemma":0.000001933312,"domain_scores_codex":[0.9988709,0.00002877585,0.0003089106,0.0003399475,0.000164945,0.000286524],"domain_scores_gemma":[0.9995196,0.00006908637,0.00004853234,0.0001873947,0.00005622879,0.0001191047],"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":[0.0001272657,0.00002918259,0.000001538023,0.01421332,0.00004462953,0.000007190545,0.0002237978,0.001722771,0.9814428,0.00003130289,0.0003302126,0.001825962],"study_design_scores_gemma":[0.000921178,0.0001281762,0.00007682273,0.0004211913,0.00007027487,0.000004140031,0.000003304471,0.1714391,0.7602596,0.00004829682,0.06632303,0.0003049373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7485164,0.09331854,0.06024639,0.00431061,0.02222645,0.03133736,0.003527108,0.01056629,0.02595087],"genre_scores_gemma":[0.984315,0.008495932,0.001325944,0.000184893,0.0007633709,0.0005776689,0.001347473,0.0002128615,0.002776821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2357987,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008991499863727352,"score_gpt":0.2080530092085195,"score_spread":0.1990615093447922,"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."}}