{"id":"W3138347157","doi":"10.1016/j.jcis.2021.03.126","title":"A surface charge governed nanofluidic diode based on a single polydimethylsiloxane (PDMS) nanochannel","year":2021,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanotechnology; Polydimethylsiloxane; Polyelectrolyte; Nanofluidics; Materials science; Rectification; Nanopore; Carbon nanotube; Diode; Surface charge; Surface modification; Optoelectronics; Chemistry; Voltage; Polymer; Composite material","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":[0.000568599,0.0002157834,0.0003957192,0.0001754056,0.0001928468,0.00009571288,0.0002875021,0.00005893769,0.00006720471],"category_scores_gemma":[0.0001127879,0.0001787724,0.000115903,0.0008465686,0.0002240812,0.0003780013,0.0000413272,0.0002190747,0.00001144868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291442,"about_ca_system_score_gemma":0.0001948805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004694796,"about_ca_topic_score_gemma":0.000005089124,"domain_scores_codex":[0.9983084,0.00002404269,0.0004295455,0.0002338292,0.000612744,0.0003914652],"domain_scores_gemma":[0.9990855,0.00008770855,0.0001245781,0.000181235,0.0003203665,0.0002006175],"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":[0.0000623504,0.00009436461,0.0001647181,0.00003985137,0.00002756837,0.00001928513,0.0004123915,0.00353061,0.9947223,0.00002288131,0.0007031771,0.0002004992],"study_design_scores_gemma":[0.0006955416,0.0005249271,0.000248372,0.0002853703,0.00002664281,0.00006671491,0.0002281861,0.004360918,0.9892064,0.00003211322,0.00411812,0.0002066577],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839705,0.009061065,0.002871588,0.0004920847,0.001330605,0.00008427045,0.00001808619,0.0000418575,0.002129987],"genre_scores_gemma":[0.9975414,0.0008772598,0.0006427414,0.0001621856,0.00007560669,0.000001117317,3.7665e-7,0.00001946125,0.0006798724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01357092,"threshold_uncertainty_score":0.7290127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140830777966875,"score_gpt":0.2234964218925047,"score_spread":0.2120881141128359,"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."}}