{"id":"W4391090573","doi":"10.1021/acssuschemeng.3c07006","title":"Enzymatic Polysaccharide-Based Aerogel Absorbents for Sustainable Personal Hygiene Applications","year":2024,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Self-healing hydrogels; Aerogel; Chemical engineering; Absorption of water; Materials science; Biocompatibility; Glucan; Absorption (acoustics); Chemistry; Biodegradation; Nanotechnology; Organic chemistry; Composite material","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":[0.000133323,0.0003300627,0.0001590822,0.0002288981,0.0001222299,0.0003243106,0.000145019,0.0003807826,0.0007617722],"category_scores_gemma":[0.0001022435,0.0001272067,0.0003109892,0.0001748073,0.0001457087,0.000289786,0.0002234829,0.0003095528,0.0002530241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767232,"about_ca_system_score_gemma":0.0001228251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000220369,"about_ca_topic_score_gemma":0.0005844248,"domain_scores_codex":[0.99993,0.000009129536,0.000004347251,0.000009994678,0.00003073778,0.00001577006],"domain_scores_gemma":[0.9999346,0.00001409119,0.00002114281,0.000006763903,0.00001264459,0.00001082331],"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":[0.000006606143,0.000006807458,0.00006642838,0.00005953716,0.000004506777,0.00003604347,0.000008791184,0.000238215,0.9974005,0.00007566403,0.00003505999,0.002061717],"study_design_scores_gemma":[0.000003592366,0.0001203847,0.001260228,0.00001198272,0.00001804775,0.0001278701,0.00002841553,0.002050711,0.9910641,0.00009458637,0.005212009,0.000008182556],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942835,0.01615239,0.03455118,0.0003210812,0.0001029062,0.00007101569,0.0003289026,0.000370564,0.005266857],"genre_scores_gemma":[0.9784233,0.005578387,0.013436,0.0000711155,0.00002344528,0.00002328049,0.0001503503,0.00003620421,0.002257839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007617722,"threshold_uncertainty_score":0.002548397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006472573109479881,"score_gpt":0.2209558251327692,"score_spread":0.2144832520232894,"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."}}