{"id":"W2566987658","doi":"10.1088/1361-6528/aa564d","title":"Solid-state nanopore localization by controlled breakdown of selectively thinned membranes","year":2017,"lang":"en","type":"article","venue":"Nanotechnology","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Cancer Institute; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Materials science; Nanopore; Membrane; Solid-state; Biophysics; Nanotechnology; Engineering physics; Biochemistry","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":[0.0001512444,0.0002534929,0.0007210501,0.0001844282,0.0003124484,0.00001808095,0.0004339632,0.0003541844,0.00002637679],"category_scores_gemma":[0.00009491752,0.0002271061,0.000109417,0.0001585706,0.0003132643,0.0001442114,0.00004799548,0.0001863567,0.00001231872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003223918,"about_ca_system_score_gemma":0.00002354136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007240423,"about_ca_topic_score_gemma":0.0001377607,"domain_scores_codex":[0.9987706,0.00001425708,0.0004347657,0.0002536883,0.000156801,0.0003699188],"domain_scores_gemma":[0.9990931,0.0000433236,0.0001997455,0.0004798985,0.0001475302,0.00003635778],"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":[0.00060397,0.0001917586,0.002779927,0.0004985024,0.001125199,0.00005293931,0.00101197,0.004655381,0.9675472,0.001734774,0.005799597,0.01399879],"study_design_scores_gemma":[0.004024787,0.0001440565,0.0001614187,0.00004723355,0.00007644629,0.00000953421,0.00005356824,0.004767019,0.9810923,0.002566932,0.006746732,0.0003099294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341875,0.006092546,0.05168843,0.001215837,0.001081009,0.001216033,0.000177171,0.001824996,0.002516518],"genre_scores_gemma":[0.9974989,0.001843836,0.0001085853,0.00003089505,0.00002266782,0.00005895736,0.00001876967,0.00004307256,0.0003742593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06331149,"threshold_uncertainty_score":0.9261118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006184337032562259,"score_gpt":0.238193713851194,"score_spread":0.2320093768186317,"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."}}