{"id":"W2594597005","doi":"10.1007/978-3-319-52794-9_3","title":"Molecular Dynamics Studies of Load Transfer in Nanocomposites Reinforced by Defective Carbon Nanotube","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Thermosetting polymer; Materials science; Carbon nanotube; Nanocomposite; Composite material; Epoxy; Representative elementary volume; Molecular dynamics; Polymer nanocomposite; Polymer; Nanotube; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006800766,0.0002244756,0.0001783652,0.0001597557,0.0003443387,0.0002256723,0.0004676264,0.000261903,0.002887452],"category_scores_gemma":[0.0001703002,0.0001563988,0.000143171,0.0002205464,0.0002829398,0.0005655837,0.0001708435,0.0005742252,0.00025582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004894137,"about_ca_system_score_gemma":0.0001158714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001384762,"about_ca_topic_score_gemma":0.001508047,"domain_scores_codex":[0.9999524,0.000002694862,0.000001126005,0.00001213555,0.00002087675,0.00001080975],"domain_scores_gemma":[0.9999319,0.00003890165,0.000009208707,0.000004667404,0.000008403466,0.000006985106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002481109,0.0002803708,0.0004740241,0.0002970117,0.00002111162,0.0001378791,0.0003808696,0.01087561,0.969032,0.004111184,0.001174716,0.01296701],"study_design_scores_gemma":[0.0000329497,0.0002486883,0.004546367,0.00002171129,0.00001731466,0.00008140396,0.0001724818,0.1169102,0.871801,0.001382307,0.004745329,0.00004018137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880111,0.001205935,0.002760952,0.000219266,0.0000507838,0.00001807281,0.0001713154,0.00009330839,0.007469354],"genre_scores_gemma":[0.992099,0.0007853984,0.001708905,0.0000331815,0.00001362457,0.00002059956,0.0001792444,0.00004318234,0.005116816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002887452,"threshold_uncertainty_score":0.009659529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136202397289773,"score_gpt":0.256949477590095,"score_spread":0.2433292378611177,"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."}}