{"id":"W2275080660","doi":"10.1021/acs.jpclett.5b01815","title":"Dislocation Shielding of a Nanocrack in Graphene: Atomistic Simulations and Continuum Modeling","year":2015,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry Letters","topic":"Graphene research and applications","field":"Materials Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Faculty of Engineering, McGill University","keywords":"Graphene; Electromagnetic shielding; Molecular dynamics; Dislocation; Materials science; Statistical physics; Condensed matter physics; Physics; Nanotechnology; Composite material; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003409967,0.00005550262,0.0001261852,0.00002396469,0.00003589542,0.00001561022,0.0001631965,0.00001309064,0.000003280545],"category_scores_gemma":[0.0001338646,0.0000386159,0.00003452255,0.0001539602,0.0001077807,0.0001168594,0.00002867476,0.000120605,6.973325e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000201832,"about_ca_system_score_gemma":0.00003503552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002152226,"about_ca_topic_score_gemma":0.000002374787,"domain_scores_codex":[0.9993635,0.0000412911,0.0002121826,0.00005907788,0.0002130369,0.0001109502],"domain_scores_gemma":[0.9994115,0.0001703896,0.0001358671,0.0001058942,0.0001000865,0.00007629745],"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":[0.00003189391,0.00003781672,0.0001063921,0.00001741954,0.00000378883,4.935677e-7,0.0004271898,0.03136856,0.9679113,0.00003935344,0.00002091333,0.00003486761],"study_design_scores_gemma":[0.0005205909,0.0000207325,0.0002857363,0.00007184409,0.00002838916,0.000009684052,0.0003931972,0.08319434,0.9107625,0.004637084,0.000004253814,0.00007168794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929092,0.00003788463,0.006159208,0.0008111302,0.000007547806,0.00004906084,0.000003715959,0.000002891324,0.00001938162],"genre_scores_gemma":[0.9997284,0.000004657362,0.0001536078,0.0000223362,0.00008258841,0.000001678139,8.850181e-7,0.000004122189,0.000001723977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05714886,"threshold_uncertainty_score":0.1574711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556493452012118,"score_gpt":0.2840853017403922,"score_spread":0.2585203672202711,"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."}}