{"id":"W4415653316","doi":"10.1021/acsanm.5c03856","title":"Thermally Insulated Sub-100 μm Aerogel Fibers Obtained by Including Chemically Modified and Aligned Thermoplastic Polyurethane Nanofibrils and a Prepolymerized Silica Precursor","year":2025,"lang":"en","type":"article","venue":"ACS Applied Nano Materials","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Trade, Industry and Energy","keywords":"Aerogel; Nanofiber; Thermal conductivity; Thermoplastic polyurethane; Surface modification; Thermoplastic; Thermal insulation; Porosity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002818529,0.0005311375,0.0007485893,0.00008543338,0.0002519713,0.0002365198,0.0002600044,0.0005080806,0.0001797834],"category_scores_gemma":[0.00007330578,0.0004909826,0.00004907723,0.0002362727,0.0002159573,0.0001418515,0.0003226688,0.00009259651,0.000007264586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006708253,"about_ca_system_score_gemma":0.00008282897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007168496,"about_ca_topic_score_gemma":0.000001582895,"domain_scores_codex":[0.9975485,0.00006428586,0.0007867287,0.000778396,0.0002615867,0.0005604817],"domain_scores_gemma":[0.9986961,0.0002428225,0.0003909294,0.0004506544,0.00006124312,0.0001581844],"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":[0.001536242,0.00007706192,0.00004854555,0.0002802217,0.0002362491,0.000003755746,0.000323426,0.000004632077,0.9947774,0.001195697,0.00005864654,0.001458129],"study_design_scores_gemma":[0.002819432,0.00002962162,0.0001847483,0.0001552412,0.000143365,0.00001238273,0.00005933403,0.00006237216,0.994996,0.0009466624,0.0001171877,0.0004736742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937354,0.0006662242,0.00005032073,0.0001255344,0.00009511702,0.0005626766,0.0001605023,0.0002787372,0.004325493],"genre_scores_gemma":[0.9984692,0.0001327691,0.0001152478,0.000200559,0.00007041868,0.0001881639,0.0002434107,0.0000807118,0.000499562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004733763,"threshold_uncertainty_score":0.9997542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009377781979867172,"score_gpt":0.2292446998409515,"score_spread":0.2198669178610843,"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."}}