{"id":"W4400224982","doi":"10.1016/j.carbon.2024.119412","title":"P-doped cellulose nanofiber derived carbon aerogel with efficient thermal insulation and electromagnetic wave absorption performances","year":2024,"lang":"en","type":"article","venue":"Carbon","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Aerogel; Thermal insulation; Materials science; Cellulose; Carbon nanofiber; Absorption (acoustics); Composite material; Doping; Nanofiber; Thermal; Carbon fibers; Electromagnetic radiation; Carbon nanotube; Chemical engineering; Optoelectronics; Composite number; Optics","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":[0.00008617921,0.0003432933,0.0001376911,0.0002476346,0.0001730558,0.0002121765,0.0001673838,0.0003689011,0.0008349817],"category_scores_gemma":[0.0001511873,0.00009833954,0.0001877605,0.0002438508,0.0001185765,0.0002821933,0.0001496875,0.0002803208,0.0001655323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001436389,"about_ca_system_score_gemma":0.0001268854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005020724,"about_ca_topic_score_gemma":0.001608486,"domain_scores_codex":[0.9999274,0.000004392058,0.000004648388,0.00002018742,0.0000230916,0.00002019339],"domain_scores_gemma":[0.9999132,0.00001403149,0.00002419157,0.000008962678,0.00002069765,0.00001880125],"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":[0.00004719459,0.00001312647,0.00009307859,0.00005160185,0.000004836534,0.0001309287,0.00001354873,0.000177704,0.9969653,0.0001228876,0.0001009133,0.002278812],"study_design_scores_gemma":[0.000003727231,0.00006283767,0.001080547,0.000003580518,0.00000972113,0.0001230067,0.00001107597,0.001068043,0.9967073,0.00002746128,0.0008956751,0.000007008601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991614,0.0007619324,0.003283495,0.00006672533,0.00006517032,0.00001029289,0.0001618949,0.0001466839,0.003889928],"genre_scores_gemma":[0.9954022,0.0002811284,0.002313335,0.0000207484,0.00001068535,0.000007765085,0.0001375923,0.00002588665,0.001800519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008349817,"threshold_uncertainty_score":0.002793252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008673777063327786,"score_gpt":0.203745026618132,"score_spread":0.1950712495548043,"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."}}