{"id":"W4241834585","doi":"10.33737/gpps20-tc-46","title":"Experimental Evaluation of Using Silica Aerogels as the Thermal Insulator for Combustor Liners","year":2020,"lang":"en","type":"article","venue":"Proceedings","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Aerogel; Combustor; Materials science; Composite material; Combustion; Thermal insulation; Emissivity; Blanket; Thermal conductivity; Ceramic; Optics; Chemistry","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":[0.0005242542,0.0004630798,0.000339931,0.0002414516,0.000331068,0.0002685566,0.0004975897,0.0004114982,0.001178175],"category_scores_gemma":[0.0006924463,0.0002056345,0.0003075504,0.0002175201,0.0003266232,0.0004413764,0.0002436976,0.0004430495,0.0002551638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000244163,"about_ca_system_score_gemma":0.0001379875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004956909,"about_ca_topic_score_gemma":0.0009103821,"domain_scores_codex":[0.9996201,0.00004566548,0.00002687632,0.00009842856,0.0001394516,0.00006945679],"domain_scores_gemma":[0.9994819,0.0001339185,0.00009130288,0.00007379033,0.0001766238,0.00004267152],"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":[0.0001421613,0.00005887659,0.0002229362,0.00009211083,0.000005655363,0.00004893728,0.00005773121,0.0004285582,0.9977686,0.0000516424,0.00002789266,0.001094847],"study_design_scores_gemma":[0.000009254571,0.0006786278,0.0009355312,0.000004781186,0.00000950885,0.00002675295,0.00002704302,0.0009483144,0.9968561,0.000007566814,0.0004911589,0.000005330757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964533,0.0001687396,0.002542544,0.00001305148,0.00001684625,0.0000457063,0.0001124099,0.00008047497,0.0005668927],"genre_scores_gemma":[0.9898982,0.0003160474,0.008417572,0.00001433577,0.00001201994,0.00006635417,0.0001535373,0.00005106552,0.001070862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001178175,"threshold_uncertainty_score":0.003941417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09793107595763022,"score_gpt":0.3270251381599288,"score_spread":0.2290940622022986,"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."}}