{"id":"W2775412107","doi":"10.1016/j.conbuildmat.2017.11.129","title":"TiO2-SiO2 nanocomposite aerogel loaded in melamine-impregnated paper for multi-functionalization: Formaldehyde degradation and smoke suppression","year":2017,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Doctorate Fellowship Foundation of Nanjing Forestry University; Priority Academic Program Development of Jiangsu Higher Education Institutions; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Aerogel; Materials science; Melamine; Formaldehyde; Nanocomposite; Degradation (telecommunications); Photocatalysis; Cone calorimeter; Smoke; Chemical engineering; Composite material; Waste management; Pyrolysis; Char; Catalysis; Chemistry; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001519068,0.0001590601,0.0002003398,0.00005621096,0.0005197509,0.000273489,0.00007492569,0.000176952,0.0002596648],"category_scores_gemma":[0.00006682597,0.000147939,0.00002587033,0.00002644455,0.0001187715,0.0005076105,0.00006544009,0.00004998892,9.803787e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003066942,"about_ca_system_score_gemma":0.00001387366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007518638,"about_ca_topic_score_gemma":0.0000116278,"domain_scores_codex":[0.9991246,0.00001721029,0.0003310693,0.0002748604,0.0000921652,0.0001600891],"domain_scores_gemma":[0.9993739,0.00002970538,0.0002872451,0.0001780743,0.00007838097,0.00005276182],"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":[0.0001306749,0.00001938265,0.01091631,0.0001273744,0.00001594231,6.730775e-7,0.00004366299,0.00001378419,0.9785751,0.003166654,0.000009480615,0.006981002],"study_design_scores_gemma":[0.002224524,0.00001275474,0.02023836,0.0002197487,0.00002877883,0.00003654925,0.00005151951,0.001401069,0.9740152,0.0006021004,0.0009828589,0.0001864781],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965703,0.00009350861,0.002320641,0.00009042073,0.0004791731,0.000200821,0.00005858218,0.00005464115,0.0001318943],"genre_scores_gemma":[0.9950627,0.00006506612,0.004334535,0.00002721415,0.0001228889,0.00005188103,0.0001528158,0.00001886018,0.0001640418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009322052,"threshold_uncertainty_score":0.6032777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03841859791018035,"score_gpt":0.2913921150495008,"score_spread":0.2529735171393205,"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."}}