{"id":"W3212735519","doi":"10.1021/acsnano.1c07084","title":"Superstable Wet Foams and Lightweight Solid Composites from Nanocellulose and Hydrophobic Particles","year":2021,"lang":"en","type":"article","venue":"ACS Nano","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Austrian Science Fund; H2020 European Research Council; Canada Excellence Research Chairs, Government of Canada; Canada Foundation for Innovation","keywords":"Materials science; Coalescence (physics); Nanocellulose; Porosity; Composite material; Cellulose; Colloid; Chemical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001004024,0.0001053221,0.000158365,0.00002100725,0.0002060058,0.0001649007,0.00006649728,0.00004891438,0.0002252059],"category_scores_gemma":[0.00004094731,0.00009183391,0.00001568765,0.0001234124,0.00009540321,0.0002146437,0.0001308551,0.000035415,0.00006202205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001332786,"about_ca_system_score_gemma":0.00002667004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177181,"about_ca_topic_score_gemma":0.00007162982,"domain_scores_codex":[0.9991237,0.00006637832,0.0001690491,0.000303142,0.0001159138,0.0002218309],"domain_scores_gemma":[0.9994777,0.0001106027,0.00003450146,0.0002215966,0.00005019896,0.0001053638],"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":[0.0000123318,0.000047434,0.007722192,0.00001248339,0.000004985342,0.00001443182,0.0006053965,0.00001208403,0.9907358,0.0002996617,0.0001900335,0.0003432266],"study_design_scores_gemma":[0.00035213,0.0000383513,0.003224907,0.0000309362,0.00002027245,0.00001144057,0.0001350648,0.001259187,0.9909155,0.001221293,0.002658538,0.000132366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970252,0.002120748,0.00008956021,0.0003116472,0.0001439372,0.00006558811,0.00003231411,0.00005201146,0.0001589777],"genre_scores_gemma":[0.9977614,0.000222673,0.00160407,0.0001068068,0.00004264386,0.000006256727,0.00001890982,0.00001214273,0.0002250872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004497285,"threshold_uncertainty_score":0.3744878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243592757287201,"score_gpt":0.2274094667863683,"score_spread":0.2149735392134963,"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."}}