{"id":"W2011885304","doi":"10.1142/s1793292007000519","title":"CONTINUUM MODELING OF INTERFACES IN POLYMER MATRIX COMPOSITES REINFORCED BY CARBON NANOTUBES","year":2007,"lang":"en","type":"article","venue":"NANO","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Materials science; Carbon nanotube; Composite material; van der Waals force; Composite number; Polymer; Matrix (chemical analysis); Carbon nanotube metal matrix composites; Nanotube; Molecule","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":[0.000768652,0.0002278209,0.0004393515,0.0002602841,0.00004215132,0.0000514407,0.0004674314,0.0001546526,0.0000924857],"category_scores_gemma":[0.00006508994,0.0002184331,0.00007383241,0.0003420773,0.0001359101,0.0001653327,0.0001922716,0.0001301699,0.00001835571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009062352,"about_ca_system_score_gemma":0.00003710419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525568,"about_ca_topic_score_gemma":0.0001997117,"domain_scores_codex":[0.997925,0.00005786298,0.0007890914,0.000355104,0.0003851628,0.0004878201],"domain_scores_gemma":[0.9990022,0.0002604483,0.0001727224,0.0003897353,0.00009992238,0.00007500607],"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":[0.0001730817,0.0000356517,0.001721053,0.00003229887,0.000006687046,0.000005590872,0.0004009161,0.0006756084,0.9964702,0.0002700732,0.0001015356,0.000107302],"study_design_scores_gemma":[0.0006026441,0.00009121185,0.00002811994,0.0001311724,0.00001308732,0.000008330551,0.0001177626,0.01676632,0.9818856,0.00003779344,0.000083467,0.0002344845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909769,0.003663406,0.0006199382,0.00005414966,0.0005764121,0.0002030199,0.00001779656,0.00009103842,0.003797362],"genre_scores_gemma":[0.9979079,0.00001958228,0.001016082,0.00004661703,0.00005735192,0.00000633801,0.000007224629,0.00002853479,0.0009103762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01609071,"threshold_uncertainty_score":0.8907442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008602590441770459,"score_gpt":0.2586365991245967,"score_spread":0.2500340086828263,"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."}}