{"id":"W3012877399","doi":"10.1021/acsnano.0c00621","title":"Diatom Frustule Silica Exhibits Superhydrophilicity and Superhemophilicity","year":2020,"lang":"en","type":"article","venue":"ACS Nano","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"British Columbia Knowledge Development Fund; Ministry of Health and Welfare; Canadian Institutes of Health Research; Ministry of SMEs and Startups; Michael Smith Health Research BC; National Research Foundation of Korea; Canada Foundation for Innovation","keywords":"Superhydrophilicity; Frustule; Silanol; Diatom; Nanoporous; Wetting; Materials science; Chemical engineering; Nanotechnology; Chemistry; Organic chemistry; Composite material; Biology; Catalysis; Botany","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002855731,0.000267045,0.0003727444,0.00004478051,0.0002917673,0.0001258329,0.0003858203,0.0001501968,0.001038699],"category_scores_gemma":[0.0002946701,0.0002441961,0.00007249274,0.0003189518,0.0002291808,0.0003311036,0.0002540958,0.0001760817,0.0009813233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003804005,"about_ca_system_score_gemma":0.0000642611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000153733,"about_ca_topic_score_gemma":0.0000148325,"domain_scores_codex":[0.9979609,0.0001413634,0.000365746,0.0007194444,0.0003783223,0.0004342564],"domain_scores_gemma":[0.9988713,0.0001103336,0.00005645034,0.0004397634,0.00009041183,0.0004317104],"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":[0.00003661848,0.0000642016,0.006057718,0.00002369426,0.000005310377,0.000007827811,0.001473662,0.00002536653,0.990414,0.0004299647,0.001152791,0.0003088652],"study_design_scores_gemma":[0.0006691737,0.0001147144,0.00733442,0.000008815015,0.00001882509,0.00001395364,0.0001702425,0.001005886,0.9784706,0.0002140868,0.01157269,0.0004065985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923965,0.0002806037,0.00009906172,0.005259964,0.000151533,0.0002919275,0.00006303714,0.0003087565,0.001148576],"genre_scores_gemma":[0.9956301,0.00008960952,0.0003758495,0.003572354,0.0001473193,0.00001934715,0.00001169198,0.000030012,0.0001237026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194338,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318756054182693,"score_gpt":0.2208272219940984,"score_spread":0.1976396614522714,"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."}}