{"id":"W4386397262","doi":"10.32604/icces.2023.09327","title":"Dissolution at a Meniscus-Adhered Nanofiber","year":2023,"lang":"en","type":"article","venue":"International Conference on Computational & Experimental Engineering and Sciences","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Nutrition, Metabolism and Diabetes; National Natural Science Foundation of China","keywords":"Dissolution; Nanofiber; Meniscus; Curvature; Materials science; RADIUS; Fiber; Function (biology); Capillary action; Critical radius; Nano-; Radius of curvature; Mechanics; Chemical physics; Composite material; Chemistry; Mean curvature; Optics; Physics; Mean curvature flow; Computer science; Geometry; Mathematics; Physical chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009054846,0.0001400919,0.000105147,0.000181155,0.0001684305,0.00005585382,0.0001293876,0.00003059071,0.00009061015],"category_scores_gemma":[0.00000473861,0.000128349,0.00003510307,0.0002049437,0.00008768483,0.0001342771,0.00004254529,0.00005042875,0.00007545385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006114147,"about_ca_system_score_gemma":0.00001150694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005055812,"about_ca_topic_score_gemma":0.000001442236,"domain_scores_codex":[0.9991038,0.000004676752,0.00015356,0.0002088512,0.0003443777,0.0001846729],"domain_scores_gemma":[0.9998137,0.00004140833,0.00001708469,0.00003876817,0.00003278877,0.00005624365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002633763,0.00004392909,0.00049606,0.000021193,0.00008537656,0.00002130898,0.001272453,0.8236584,0.09260108,0.07957527,0.001551857,0.0006467418],"study_design_scores_gemma":[0.000322038,0.0001034192,0.003067003,0.000058103,0.000003440678,0.00001299175,0.0003021488,0.9747709,0.01884576,0.0008603284,0.00139792,0.0002559235],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989217,0.0002900636,0.001351214,0.0003871045,0.001075933,0.00009741285,0.00003525191,0.0004850425,0.007060941],"genre_scores_gemma":[0.9985732,0.0000856688,0.0008095558,0.00002663069,0.00006100085,0.00003142288,0.00004566733,0.00001062465,0.0003562045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1511125,"threshold_uncertainty_score":0.5233918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04050714605717551,"score_gpt":0.2848365086636524,"score_spread":0.2443293626064769,"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."}}