{"id":"W3209500684","doi":"10.1016/j.jcis.2022.07.174","title":"A theoretical understanding of ionic current through a nanochannel driven by a viscosity gradient","year":2022,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Imperial Oil Limited; Canada First Research Excellence Fund; University of Calgary","keywords":"Ionic bonding; Viscosity; Diffusion; Current (fluid); Chemical physics; Ion; Chemistry; Potential gradient; Work (physics); Thermodynamics; Physics","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":[0.0004787103,0.0001030852,0.0002442132,0.0001322264,0.0002829363,0.00002180536,0.0002704227,0.00001324334,0.00005429896],"category_scores_gemma":[0.00001645899,0.00008351657,0.00007238951,0.0004706424,0.0005361588,0.0002349231,0.00009932387,0.0002281035,2.443618e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044965,"about_ca_system_score_gemma":0.00006882547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002011118,"about_ca_topic_score_gemma":0.000001353333,"domain_scores_codex":[0.998877,0.00001902347,0.0003298702,0.0001151284,0.0004407314,0.0002182315],"domain_scores_gemma":[0.9996303,0.00003531721,0.0001178246,0.00007204452,0.00006914486,0.00007530707],"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":[0.0002402391,0.0003451504,0.0007276337,0.0001931491,0.0001467763,0.000006596661,0.01859949,0.01649914,0.901967,0.05609371,0.004672784,0.0005082604],"study_design_scores_gemma":[0.003081724,0.004437067,0.0003999059,0.0008041835,0.0002073748,0.0004039131,0.02231386,0.03533461,0.8792565,0.04586424,0.007046468,0.0008500872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717739,0.007847811,0.01858031,0.0001642268,0.001039465,0.0001007747,0.00002171725,0.00001315321,0.0004587074],"genre_scores_gemma":[0.9985624,0.001267476,0.0001212678,0.00001160084,0.0000193859,0.000002604617,1.839905e-7,0.000006433536,0.000008641851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02678857,"threshold_uncertainty_score":0.3405707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687738550141148,"score_gpt":0.2499875243060817,"score_spread":0.2331101388046702,"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."}}