{"id":"W4200081733","doi":"10.1016/j.triboint.2021.107406","title":"A new one-step deposition approach of graphene nanoflakes coating using a radio frequency plasma: Synthesis, characterization and tribological behaviour","year":2021,"lang":"en","type":"article","venue":"Tribology International","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Materials science; Tribometer; Graphene; Tribology; Scanning electron microscope; Coating; Lubricant; Raman spectroscopy; Lubrication; Composite material; Transmission electron microscopy; Nanotechnology; Nanostructure; Nanomaterials; Chemical engineering; Metallurgy; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003943873,0.0001430451,0.0003207277,0.0001454813,0.00009251035,0.00008875525,0.0002082087,0.0001673431,0.0005963507],"category_scores_gemma":[0.0003120545,0.0001398075,0.00006346715,0.0001481067,0.000139721,0.0002042719,0.00009921499,0.00009869236,0.000004859852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000550415,"about_ca_system_score_gemma":0.0001945576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000159065,"about_ca_topic_score_gemma":0.00001344435,"domain_scores_codex":[0.998324,0.0002782783,0.0004346342,0.0003804098,0.0003363054,0.0002463165],"domain_scores_gemma":[0.9991843,0.0001550807,0.0002193087,0.0001386775,0.0002120264,0.00009067872],"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":[0.0001077732,0.0001725527,0.008305791,0.00002903963,0.00002769551,0.00002329445,0.00006573911,0.00001401733,0.9868612,0.003171142,0.00001226672,0.001209512],"study_design_scores_gemma":[0.0007663413,0.00006965712,0.01157383,0.00006234249,0.0000543862,0.0001739372,0.00006811097,0.002147909,0.9845957,0.0003200471,0.00001560178,0.0001520992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580792,0.00008987304,0.04058404,0.0002133217,0.0004203223,0.0001359137,0.0001569725,0.00003732258,0.00028302],"genre_scores_gemma":[0.9702276,0.00005326807,0.02912399,0.00003224981,0.0001709734,0.00003179538,0.0002795529,0.00001332374,0.00006724753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214839,"threshold_uncertainty_score":0.6529622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03132789168630438,"score_gpt":0.2746203988641426,"score_spread":0.2432925071778383,"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."}}