{"id":"W4415682582","doi":"10.1007/s00339-025-09040-6","title":"Stability of graphene hyperbolic pseudospheres under harsh conditions","year":2025,"lang":"en","type":"article","venue":"Applied Physics A","topic":"Graphene research and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Graphene; Molecular dynamics; Graphite; Shearing (physics); Carbon fibers; Graphene nanoribbons; Bending; Stability (learning theory)","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":[0.0001114794,0.0001459209,0.00006997766,0.0001276215,0.0002298803,0.0002622788,0.0002168813,0.0002321508,0.001903067],"category_scores_gemma":[0.000316126,0.00006382896,0.0000587904,0.00009985811,0.0003891287,0.0002608931,0.0002814359,0.0002994944,0.0002478061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001972168,"about_ca_system_score_gemma":0.0001368174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006700334,"about_ca_topic_score_gemma":0.0005981136,"domain_scores_codex":[0.9998859,0.00001234324,0.000002853338,0.00002885025,0.00003803562,0.0000319626],"domain_scores_gemma":[0.9998754,0.0000399948,0.00002705071,0.00002016354,0.00002194985,0.0000154319],"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":[0.000212612,0.00001752212,0.0007783825,0.00005786301,0.00001123387,0.0001093802,0.0001928294,0.002422356,0.986756,0.004217711,0.0004511538,0.004772977],"study_design_scores_gemma":[0.000009157846,0.0001583811,0.002449924,0.000005326351,0.000004367712,0.00005387598,0.000124098,0.007829756,0.9871883,0.0006529892,0.001509185,0.00001456108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968739,0.0001331649,0.001097834,0.00006547878,0.00001568456,0.000004041083,0.0001002346,0.00002422177,0.00168544],"genre_scores_gemma":[0.9982488,0.00005662741,0.0003006763,0.00002188111,0.000002967709,0.000002796207,0.00008998132,0.00001007618,0.001266161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001903067,"threshold_uncertainty_score":0.006366372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198712070262824,"score_gpt":0.2900131149679291,"score_spread":0.2680259942653008,"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."}}