{"id":"W4412824676","doi":"10.1063/5.0252569","title":"A platform for high-bandwidth nanopore sensing with thermal control and low electrical noise","year":2025,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Nanopore; Materials science; Temperature control; Nanosensor; Fluidics; Nanotechnology; Optoelectronics; Noise (video); Electrical resistivity and conductivity; Bandwidth (computing); Computer science; Electrical engineering; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003054063,0.0004210448,0.0003922079,0.0002973829,0.0002905381,0.0003922152,0.0007373622,0.0007143023,0.0006984749],"category_scores_gemma":[0.0003160618,0.0002867474,0.0002789302,0.0001836625,0.0004070524,0.0006121805,0.0006098214,0.0008452205,0.0004724217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917378,"about_ca_system_score_gemma":0.0002338338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002644437,"about_ca_topic_score_gemma":0.000394929,"domain_scores_codex":[0.9997054,0.00002626341,0.00001493322,0.00009132156,0.000135306,0.00002680121],"domain_scores_gemma":[0.9998335,0.00004458646,0.00004085802,0.00002437216,0.00003211448,0.00002458377],"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":[0.00002071625,0.00001433277,0.00005943323,0.00006992796,0.000006976074,0.00002848884,0.00001577483,0.0002770784,0.9931359,0.0007573337,0.0001045986,0.005509334],"study_design_scores_gemma":[0.000008178648,0.0001500357,0.000366037,0.000008015672,0.00001390226,0.0001570022,0.000008358319,0.005461392,0.9855429,0.0003232,0.007940377,0.00002051631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3245685,0.005287962,0.6606241,0.0006171453,0.0004886488,0.0003098517,0.0005276474,0.00279383,0.004782299],"genre_scores_gemma":[0.6009275,0.002465148,0.3898901,0.0003481596,0.0001392266,0.000434939,0.000734338,0.0001642154,0.00489629],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0007373622,"threshold_uncertainty_score":0.002336621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00638537203005275,"score_gpt":0.211745021070589,"score_spread":0.2053596490405363,"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."}}