{"id":"W2027954258","doi":"10.1142/s1758825115400050","title":"Micromechanics Modeling of Bi-Axial Stretching Effects on the Electrical Conductivity of CNT-Polymer Composites","year":2014,"lang":"en","type":"article","venue":"International Journal of Applied Mechanics","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Ontario Ministry of Research and Innovation","keywords":"Materials science; Composite material; Micromechanics; Carbon nanotube; Electrical resistivity and conductivity; Conductivity; Electrical conductor; Percolation threshold; Composite number; Percolation (cognitive psychology)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001180812,0.0001811325,0.0004221112,0.0002312,0.00005225907,0.00004848618,0.0009756018,0.00009793328,0.00003795488],"category_scores_gemma":[0.0002156677,0.0001335631,0.0001884967,0.0001450595,0.00003544513,0.0001005891,0.0001819975,0.0003374213,0.000005151232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002849,"about_ca_system_score_gemma":0.00008499138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001352508,"about_ca_topic_score_gemma":0.000001524197,"domain_scores_codex":[0.9977753,0.0001187508,0.0007245757,0.000188605,0.0009998133,0.0001929892],"domain_scores_gemma":[0.9972013,0.001223541,0.0008149902,0.0002382721,0.0004597158,0.00006221735],"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":[0.0003560451,0.0001230934,0.000002605113,0.00001384975,0.00007199303,0.000002814789,0.0001339844,0.004549886,0.8266769,0.1664845,0.00002159216,0.001562679],"study_design_scores_gemma":[0.0005240494,0.0002683121,8.618788e-7,0.0001065162,0.00004420277,0.0000353484,0.00002805617,0.1335371,0.8372871,0.0280486,0.00002088967,0.00009893141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298736,0.00007732448,0.06805702,0.0001876493,0.001368179,0.0001333515,0.00001345035,0.00001222369,0.0002772401],"genre_scores_gemma":[0.9956133,0.00001748419,0.003800097,0.0001800203,0.0003601275,0.000003047454,0.000001828253,0.00002172943,0.000002371343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1384359,"threshold_uncertainty_score":0.5446547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097144517114833,"score_gpt":0.2390629702903528,"score_spread":0.2280915251192044,"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."}}