{"id":"W4405934974","doi":"10.3390/mi16010053","title":"A Concise Review of Recent Advancements in Carbon Nanotubes for Aerospace Applications","year":2024,"lang":"en","type":"review","venue":"Micromachines","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"European Commission","keywords":"Carbon nanotube; Aerospace; Materials science; Chemical vapor deposition; Nanotechnology; Thermal stability; Polymer; Composite material; Aerospace engineering; Engineering; Chemical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004150714,0.0009880295,0.0009483389,0.002675799,0.0003124925,0.0007670237,0.0006033938,0.0007034202,0.007425015],"category_scores_gemma":[0.0006635851,0.0003113184,0.0004554064,0.002958479,0.0001906655,0.001265086,0.0005552264,0.001127236,0.003553282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359131,"about_ca_system_score_gemma":0.0009035945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006518088,"about_ca_topic_score_gemma":0.001491279,"domain_scores_codex":[0.999844,0.00001975595,0.00002705775,0.00003460037,0.00005779746,0.00001681893],"domain_scores_gemma":[0.9997199,0.0001124068,0.00004946933,0.000007962099,0.00007991765,0.00003021538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007687765,0.0001054641,0.0001579837,0.04960995,0.0001107172,0.00030323,0.0001130702,0.0005959913,0.007371472,0.004804679,0.09118736,0.8455632],"study_design_scores_gemma":[0.00000600755,0.00009769093,0.0003712783,0.002442639,0.00008465781,0.000521965,0.0000315096,0.00005582034,0.0005917191,0.0006800757,0.9950996,0.00001703502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001993841,0.997059,0.0002384068,0.0002058753,0.0006012604,0.000008568621,0.00006095107,0.00001583279,0.00161085],"genre_scores_gemma":[0.0005691309,0.9972494,0.0003252087,0.0001888804,0.0003693362,0.0000109223,0.00008409678,0.000002727348,0.001200158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007425015,"threshold_uncertainty_score":0.02483916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03750464855467738,"score_gpt":0.380719457456308,"score_spread":0.3432148089016306,"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."}}