{"id":"W7133005128","doi":"","title":"Development of Novel Hybrid Silica Aerogels with a Reticulated Structure using New Generation of Marcromolecular Precursors","year":2020,"lang":"","type":"dissertation","venue":"TSpace","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Aerogel; Thermal insulation; Polymer; Thermal; Fragility; Aerospace; Syneresis; Particulates","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007626434,0.0002606751,0.0001714193,0.0001958289,0.00008649824,0.0001853646,0.0001961856,0.0001889581,0.0004241109],"category_scores_gemma":[0.0001168797,0.0001609063,0.0002813379,0.0001058321,0.0001084621,0.0003291047,0.0001464087,0.0002709071,0.0001939985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001212031,"about_ca_system_score_gemma":0.0001097446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002162517,"about_ca_topic_score_gemma":0.0005221653,"domain_scores_codex":[0.9999425,0.000003716303,0.000005111588,0.00002292776,0.0000166501,0.000009045756],"domain_scores_gemma":[0.9999551,0.000005727171,0.00001743976,0.000004943472,0.00000848354,0.000008351401],"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":[0.00001133943,0.000005742625,0.00004910797,0.00007480092,0.000005102471,0.00003975273,0.0000152732,0.0001378285,0.9984521,0.0001263528,0.00001705012,0.001065598],"study_design_scores_gemma":[0.00000500094,0.0001273093,0.0006180698,0.000004869325,0.00001151487,0.00008762024,0.000009102694,0.0008706254,0.9960827,0.0000230835,0.002153869,0.000006239507],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895041,0.001891787,0.005871653,0.00004110995,0.00002404946,0.00003613293,0.0001724575,0.0001436042,0.002315105],"genre_scores_gemma":[0.9813812,0.001701031,0.01413253,0.0000308315,0.00001016542,0.00005183553,0.0002645018,0.00004365163,0.002384274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004241109,"threshold_uncertainty_score":0.001418829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04760150743721353,"score_gpt":0.3025318957497264,"score_spread":0.2549303883125129,"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."}}