{"id":"W2052203451","doi":"10.1007/bf02410534","title":"Processing and characterization of epoxy/clay nanocomposites","year":2003,"lang":"en","type":"article","venue":"Experimental Mechanics","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Science North","funders":"Office of Naval Research","keywords":"Materials science; Montmorillonite; Exfoliation joint; Composite material; Nanocomposite; Epoxy; Ultimate tensile strength; Polymer clay; Clay minerals; Polymer; Silicate; Mineralogy; Chemical engineering; Graphene","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":[0.0001069202,0.0001077622,0.0001441128,0.00003435021,0.0001078482,0.00005272041,0.00007959919,0.00004135203,0.0001575195],"category_scores_gemma":[0.000004654043,0.00009211847,0.00002159814,0.0000696637,0.00003040203,0.0002199628,0.00004384694,0.00002824295,0.00001067699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001556574,"about_ca_system_score_gemma":0.00001920115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007752195,"about_ca_topic_score_gemma":1.500297e-7,"domain_scores_codex":[0.9993075,0.00005083433,0.0001899553,0.0001755722,0.0001262349,0.000149907],"domain_scores_gemma":[0.9997194,0.000008005489,0.000100885,0.000100115,0.00002343998,0.00004816905],"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":[0.00001495955,0.00006317451,0.00003509208,0.00002135536,0.000002077276,7.493349e-7,0.0006458227,3.797347e-7,0.9950089,0.003642475,0.000001973515,0.0005630277],"study_design_scores_gemma":[0.000197127,0.0001277948,0.00002257442,0.0000379038,0.000005133683,0.00001911825,0.0001297657,0.0002584161,0.9985651,0.0001471999,0.0003742389,0.0001155762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995244,0.002876087,0.0009928845,0.0000197257,0.0001860785,0.0001428816,0.000007441804,0.00003688731,0.0004940651],"genre_scores_gemma":[0.9977138,0.00002036265,0.002063923,0.00006713506,0.00001677033,0.00001617051,0.000004874168,0.00001395562,0.00008300393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003556238,"threshold_uncertainty_score":0.3756482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289277451914281,"score_gpt":0.2373457896543706,"score_spread":0.2244530151352278,"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."}}