{"id":"W3118392258","doi":"10.20944/preprints202101.0021.v1","title":"Critical View on Buffer Layer Formation and Monolayer Graphene Properties in High-Temperature Sublimation","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Graphene research and applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineering Link (Canada)","funders":"Linköpings Universitet; Vetenskapsrådet; Stiftelsen för Strategisk Forskning","keywords":"Monolayer; Graphene; Materials science; Sublimation (psychology); Electron mobility; Annealing (glass); Buffer (optical fiber); Graphite; Nanotechnology; Chemical engineering; Composite material; Optoelectronics","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":[0.000435654,0.0003159073,0.000245798,0.0002353873,0.0002648412,0.000543799,0.0004813041,0.0005235905,0.001502582],"category_scores_gemma":[0.0003400558,0.0001644131,0.0002899988,0.0001322058,0.0004538956,0.001192578,0.0003062113,0.0006885799,0.000326116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003307671,"about_ca_system_score_gemma":0.0001638173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002706773,"about_ca_topic_score_gemma":0.0002927682,"domain_scores_codex":[0.9998018,0.00003204603,0.00001019557,0.00004813589,0.00006726801,0.00004051037],"domain_scores_gemma":[0.9997686,0.00007582458,0.00003327961,0.00002744038,0.00008301613,0.00001189961],"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":[0.0001077226,0.00002720542,0.0008494125,0.001360299,0.0000295356,0.0005328755,0.0002990295,0.0009172107,0.9682496,0.009130176,0.001017769,0.01747931],"study_design_scores_gemma":[0.000005769329,0.0003214747,0.002522243,0.0001127763,0.00005158666,0.0009328923,0.0001748317,0.002527701,0.9534819,0.002749527,0.03709271,0.00002658251],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6577529,0.2626993,0.05135044,0.005066104,0.001431651,0.000058283,0.0002287447,0.0004038751,0.02100879],"genre_scores_gemma":[0.9357232,0.0469669,0.01055404,0.0004201297,0.0003608967,0.0000259612,0.0001552609,0.0001156507,0.005677973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001502582,"threshold_uncertainty_score":0.005026639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326302706073658,"score_gpt":0.356490429002756,"score_spread":0.2238601583953902,"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."}}