{"id":"W4380989658","doi":"10.1002/admi.202300116","title":"Influence of the Morphology on the Functionalization of Graphene Nanoplatelets Analyzed by Comparative Photoelectron Spectroscopy with Soft and Hard X‐Rays","year":2023,"lang":"en","type":"article","venue":"Advanced Materials Interfaces","topic":"Graphene research and applications","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hendrix Genetics (Canada)","funders":"European Metrology Programme for Innovation and Research; European Commission","keywords":"X-ray photoelectron spectroscopy; Graphene; Materials science; Surface modification; Scanning electron microscope; Chemical engineering; Nanotechnology; Oxide; Composite material","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":[0.0001730087,0.0003009467,0.0001330987,0.0002699497,0.0001243344,0.0003730125,0.0002275052,0.0003870866,0.0009486222],"category_scores_gemma":[0.0004908637,0.0002178718,0.0001976952,0.0001587258,0.0002092214,0.0002304918,0.0001647775,0.0002304507,0.0001883988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455251,"about_ca_system_score_gemma":0.00005651485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003901177,"about_ca_topic_score_gemma":0.0004817191,"domain_scores_codex":[0.9998356,0.00002522956,0.00001304386,0.00003699098,0.00006299133,0.00002625977],"domain_scores_gemma":[0.999728,0.0001033701,0.00006347461,0.0000310044,0.0000530201,0.00002105315],"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":[0.0000394068,0.000007959068,0.0001296237,0.00001587589,0.000004031836,0.00002927072,0.00001282058,0.00006384592,0.9992249,0.00001228068,0.000008610927,0.0004513195],"study_design_scores_gemma":[0.000002394058,0.0000930418,0.003477439,0.000002213331,0.000007952319,0.00005049071,0.00001740053,0.0006207171,0.9955444,0.000008696761,0.0001720907,0.000003212782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982285,0.0002983441,0.0007171875,0.00001829893,0.000007748418,0.000007024026,0.00009000438,0.00002578506,0.000607169],"genre_scores_gemma":[0.9979358,0.0002114539,0.00107136,0.00002016776,0.000002774048,0.00001142295,0.0001248629,0.0000208005,0.0006015166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009486222,"threshold_uncertainty_score":0.003173411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563395541809855,"score_gpt":0.2785112961558882,"score_spread":0.2628773407377897,"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."}}