{"id":"W2740860425","doi":"","title":"Carbon Nanotube Based Network Heaters for Composite Adhesive Bonding","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adhesive; Materials science; Carbon nanotube; Composite material; Adhesive bonding; Composite number; Joule heating; Electrical conductor; Aerospace; Layer (electronics); Nanotechnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001149278,0.0003319909,0.0001485143,0.0003567818,0.0002455099,0.0001834726,0.0002685847,0.0003724598,0.002989999],"category_scores_gemma":[0.0002026922,0.0001619531,0.0001480319,0.0002253328,0.0001107998,0.0004127013,0.0001657779,0.0003408226,0.000748192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146091,"about_ca_system_score_gemma":0.00009505492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002008252,"about_ca_topic_score_gemma":0.0008745006,"domain_scores_codex":[0.9998994,0.00001221028,0.000004280094,0.00002510683,0.00004737847,0.00001165327],"domain_scores_gemma":[0.9999068,0.00002344775,0.00002384614,0.00001012505,0.00002710983,0.000008791818],"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":[0.00003165374,0.00002715553,0.00008135995,0.0001344261,0.00000491532,0.00007507413,0.0000267704,0.0006833981,0.9843271,0.0008592755,0.0004299601,0.01331886],"study_design_scores_gemma":[0.000008895652,0.0003075786,0.0008794715,0.00002090719,0.00001552165,0.0001954628,0.00001664574,0.006242242,0.9726647,0.0001799951,0.01945388,0.00001464817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7743447,0.02601424,0.159729,0.000543724,0.001293839,0.0004286073,0.0003909988,0.001224888,0.03602998],"genre_scores_gemma":[0.8992703,0.005525028,0.07687964,0.0001291429,0.0001366946,0.0001967088,0.0001189104,0.00009170364,0.01765188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002989999,"threshold_uncertainty_score":0.01000255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355744532569167,"score_gpt":0.2614319785383006,"score_spread":0.227874533212609,"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."}}