{"id":"W2788943380","doi":"","title":"Thermal performance of aerogel blanket insulation","year":2017,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Blanket; Aerogel; Thermal insulation; Materials science; Composite material; Thermal; Architectural engineering; Mechanical engineering; Engineering; Physics; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002668715,0.0004354207,0.0002627737,0.0003903446,0.0002090357,0.0002529896,0.0002381415,0.000309781,0.000982577],"category_scores_gemma":[0.0005192925,0.0001772344,0.0002791476,0.0003976799,0.0002074607,0.0004956049,0.0002074156,0.0003668451,0.0002291368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915957,"about_ca_system_score_gemma":0.00009647897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006717479,"about_ca_topic_score_gemma":0.000876415,"domain_scores_codex":[0.9997054,0.00001911289,0.00001850825,0.00006450053,0.000155179,0.00003732769],"domain_scores_gemma":[0.9996572,0.00009602135,0.00008306769,0.00003335822,0.000107325,0.00002309286],"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":[0.0001379411,0.00001747453,0.0006782248,0.00008675449,0.000008905969,0.00008970083,0.00005635395,0.001408975,0.9945421,0.000066852,0.0001048458,0.002802011],"study_design_scores_gemma":[0.000003217828,0.0002888081,0.004476645,0.000009481736,0.00001039521,0.00009209812,0.00003665682,0.004400866,0.9897871,0.00002813786,0.0008552517,0.00001147095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966336,0.000624638,0.001260352,0.00002066561,0.0000170951,0.000006430807,0.0003476672,0.00005857922,0.001030903],"genre_scores_gemma":[0.9974,0.0003942595,0.0009638842,0.00001037959,0.000007896785,0.0000106601,0.0003286352,0.00002707683,0.0008571823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000982577,"threshold_uncertainty_score":0.003287077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350671376565293,"score_gpt":0.2197329955561231,"score_spread":0.2062262817904701,"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."}}