{"id":"W2919837278","doi":"10.1002/pc.25251","title":"Processing, manufacturing, and characterization of vibration damping in epoxy composites modified with graphene nanoplatelets","year":2019,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Tribology and Wear Analysis","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Materials science; Epoxy; Composite material; Nanocomposite; Acetone; Vibration; Graphene; Cantilever; Damping ratio; Exfoliated graphite nano-platelets; Nanotechnology","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":[0.000038196,0.0001256653,0.0002197275,0.0002104385,0.0000332463,0.00002546915,0.0000610278,0.00006401901,0.00001687111],"category_scores_gemma":[5.495002e-7,0.0001138877,0.0000215542,0.0001542139,0.00003383598,0.0002187235,0.00001518302,0.00008338247,0.000003093309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008359552,"about_ca_system_score_gemma":0.000005174505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002710352,"about_ca_topic_score_gemma":0.00001962852,"domain_scores_codex":[0.9994257,0.00002036517,0.0001913692,0.0001462136,0.0000805176,0.0001358081],"domain_scores_gemma":[0.9997713,0.00002398013,0.00006032436,0.0001026325,0.00001424134,0.00002752793],"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":[0.00002637124,0.00001944193,0.0996085,0.0001077379,0.00004079387,0.000001619955,0.0002759075,0.001888147,0.8968778,0.00005477196,4.149856e-7,0.001098529],"study_design_scores_gemma":[0.0003157975,0.00003063461,0.1474132,0.00007648169,0.0000228311,0.000006834729,0.000009620808,0.03815894,0.8138314,0.00001427723,0.000004575803,0.000115374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954973,0.0007001794,0.003349632,0.00003175136,0.00002877607,0.000109968,0.000005015107,0.00006849818,0.0002088874],"genre_scores_gemma":[0.9995376,0.00002754209,0.0002745966,0.00002205133,0.00001029906,0.000005776789,0.00008039577,0.00001680908,0.00002494516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08304636,"threshold_uncertainty_score":0.4644208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00393503893808091,"score_gpt":0.1776885874369858,"score_spread":0.1737535484989049,"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."}}