{"id":"W3037143784","doi":"10.1016/j.commatsci.2020.109888","title":"Atomistic simulation of interfacial properties and damage mechanism in graphene nanoplatelet/epoxy composites","year":2020,"lang":"en","type":"article","venue":"Computational Materials Science","topic":"Graphene research and applications","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Université de Strasbourg","keywords":"Graphene; Epoxy; Materials science; Composite material; Interphase; Molecular dynamics; Nanocomposite; Nanotechnology; Computational chemistry; Chemistry","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":[0.0004592955,0.0001042376,0.0001932766,0.000148153,0.0001693216,0.0001589985,0.000310353,0.00002247616,0.00007776687],"category_scores_gemma":[0.0001793746,0.00009175928,0.00001495589,0.0005294809,0.0006218193,0.0003988081,0.0001874286,0.00003908898,0.00002540972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002021053,"about_ca_system_score_gemma":0.0001274976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003892217,"about_ca_topic_score_gemma":0.000002687433,"domain_scores_codex":[0.9986013,0.00006784804,0.0003506294,0.0003405199,0.0004180001,0.0002217553],"domain_scores_gemma":[0.9993722,0.0001038597,0.0001157316,0.00009402161,0.0001931408,0.000121002],"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":[0.00004763396,0.00002679548,0.0001354846,0.00005158172,0.000001054164,0.00000131174,0.0003695864,0.04237076,0.9441538,0.01278612,0.000001622204,0.0000542252],"study_design_scores_gemma":[0.0002739511,0.0000821708,0.008674708,0.0000400204,0.000002718667,0.000002324964,0.00005749406,0.0875288,0.8885275,0.01470272,0.000002977787,0.0001045853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980464,0.00002714391,0.01871136,0.0003154037,0.00006380471,0.0003138542,0.00004682608,0.00003215623,0.00002546647],"genre_scores_gemma":[0.9955301,0.000003449789,0.004334526,0.00006872013,0.0000240577,0.00002338426,0.000008129171,0.000006337034,0.000001339883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0556263,"threshold_uncertainty_score":0.3741834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04558829103894239,"score_gpt":0.2799073369037271,"score_spread":0.2343190458647847,"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."}}