{"id":"W4292651777","doi":"10.21203/rs.3.rs-1907263/v1","title":"SiO2 aerogel multiscale reinforced by glass fibers and SiC nanowhiskers for thermal insulation","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Key Research and Development Program of China; Nanjing University; Nanjing University of Aeronautics and Astronautics; National Natural Science Foundation of China","keywords":"Aerogel; Materials science; Thermal conductivity; Composite material; Thermal insulation; Heat transfer; Thermal","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":[0.00006846843,0.0002739527,0.0001091567,0.0001858885,0.00009776722,0.0001364545,0.00007519082,0.000173588,0.0006466244],"category_scores_gemma":[0.00005525891,0.0001052696,0.0002212376,0.0001113023,0.0001221798,0.0001998572,0.0001414788,0.0002228369,0.0001294657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020467,"about_ca_system_score_gemma":0.00006345892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003410412,"about_ca_topic_score_gemma":0.0009937675,"domain_scores_codex":[0.9999535,0.000003686523,0.000002697416,0.000012415,0.00001529383,0.0000123767],"domain_scores_gemma":[0.999959,0.000006181621,0.00001252277,0.000004698919,0.000006500693,0.00001103461],"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":[0.000009087851,0.000003275588,0.00004708064,0.00001357565,0.000002058807,0.00001391704,0.000003662668,0.00005772925,0.999409,0.00002589076,0.00001143911,0.0004034197],"study_design_scores_gemma":[0.000002339838,0.00005616335,0.00106577,0.000001937014,0.000005381702,0.00002663373,0.00000715467,0.0007980721,0.9974081,0.00001544937,0.0006108236,0.000002188465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945939,0.0009333756,0.002950403,0.00003499272,0.00003222543,0.00001124368,0.00008358243,0.00006874517,0.001291494],"genre_scores_gemma":[0.9963897,0.0003793959,0.002215674,0.00001048612,0.000008023898,0.00000613467,0.00004711016,0.00001369125,0.0009297501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006466244,"threshold_uncertainty_score":0.002163172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04611148346377737,"score_gpt":0.3555305938458324,"score_spread":0.3094191103820551,"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."}}