{"id":"W4405098368","doi":"10.1016/j.cej.2024.158363","title":"Dual-bionic foam with enhanced energy absorption and superhydrophobicity realized by multiple constrained unidirectional foaming","year":2024,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Materials science; Absorption (acoustics); Dual (grammatical number); Nanotechnology; Composite material","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":[0.0001591343,0.000125104,0.0001295777,0.00005522251,0.00008444633,0.0001540595,0.00004705107,0.00006304911,0.00009075825],"category_scores_gemma":[0.00008420401,0.0001019138,0.00003104195,0.0001476044,0.00005986575,0.0001892814,0.00002271951,0.000152069,0.000003432705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008362506,"about_ca_system_score_gemma":0.00003928652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001556832,"about_ca_topic_score_gemma":0.000001175476,"domain_scores_codex":[0.999204,0.00001548872,0.0001980289,0.0002002881,0.0001656567,0.0002165564],"domain_scores_gemma":[0.9996005,0.0001160278,0.00002852143,0.00006970175,0.00004755117,0.0001377194],"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":[0.00002666797,0.00001635073,0.00001122078,0.00002898567,0.00001044123,0.000008531571,0.00008475887,0.001786681,0.9965252,0.000209812,0.0001183714,0.001172927],"study_design_scores_gemma":[0.000406643,0.00004092871,0.00003123511,0.0001527989,0.00001372269,0.0003575042,0.00001397363,0.1213912,0.8760901,0.00006280599,0.001292194,0.0001468448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8134882,0.0005922093,0.1854201,0.00006504035,0.0002279719,0.0000289223,0.00001098515,0.0001324884,0.00003401779],"genre_scores_gemma":[0.9957562,0.00006150363,0.003930131,0.000011087,0.0001526472,0.000007967186,0.00001300078,0.00002004638,0.00004742842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1822679,"threshold_uncertainty_score":0.4155923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004475625076681636,"score_gpt":0.193515845049179,"score_spread":0.1890402199724974,"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."}}