{"id":"W2606901414","doi":"10.11159/icnnfc17.111","title":"Mechanical Cell Disruption Using Hierarchical Micro-Nano Structureson Nanoporous Alumina Filter","year":2017,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Recent Advances in Nanotechnology","topic":"Anodic Oxide Films and Nanostructures","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Nanoporous; Materials science; Nano-; Nanotechnology; Filter (signal processing); Composite material; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001088932,0.0003137983,0.0001953934,0.0003302648,0.0002271092,0.0002431907,0.0004127068,0.0003653587,0.0009166661],"category_scores_gemma":[0.0001172119,0.000172003,0.0003196135,0.0001676866,0.0001622156,0.0002681919,0.0002664405,0.0002670455,0.0005419199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005014727,"about_ca_system_score_gemma":0.0001504342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008503218,"about_ca_topic_score_gemma":0.00219396,"domain_scores_codex":[0.999788,0.000006750205,0.00001215384,0.00005402532,0.00009396679,0.00004522473],"domain_scores_gemma":[0.9998829,0.00001409611,0.00003757758,0.00001663296,0.00003270811,0.00001609915],"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":[0.000008375321,0.000007195701,0.0000838562,0.00002798331,0.000002750533,0.00003547808,0.00001024951,0.00008677904,0.9985332,0.00007064593,0.00007012578,0.00106337],"study_design_scores_gemma":[0.000004669234,0.0001226588,0.001193571,0.000003557574,0.000007298692,0.0001010827,0.00001546495,0.00193731,0.9935368,0.00004399258,0.003026605,0.000006984862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312238,0.002837741,0.05489378,0.0002391595,0.0001789917,0.0001921512,0.0008859959,0.00148527,0.008063128],"genre_scores_gemma":[0.9627124,0.0007764513,0.03016001,0.0001208433,0.00003221169,0.0001359825,0.0004508064,0.00004844802,0.005562746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009166661,"threshold_uncertainty_score":0.003638446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201277397218507,"score_gpt":0.2751231438987939,"score_spread":0.2631103699266088,"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."}}