{"id":"W4366977786","doi":"10.1007/s10404-023-02642-7","title":"Gravitation effect on concentration of ions near ion-selective microparticle","year":2023,"lang":"en","type":"article","venue":"Microfluidics and Nanofluidics","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geomechanica (Canada)","funders":"Russian Science Foundation","keywords":"Microchannel; Microfluidics; Electrolyte; Ion; Micromixer; Volumetric flow rate; Concentrator; Nanotechnology; Electric field; Materials science; Ion current; Channel (broadcasting); Mechanics; Flow (mathematics); Inlet; Optoelectronics; Chemistry; Mechanical engineering; Physics; Optics; Electrical engineering; Engineering; Electrode","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003641122,0.0001770681,0.0002237615,0.0001301644,0.0001347413,0.00004615683,0.00008098444,0.0001213636,0.00001340946],"category_scores_gemma":[0.00005924282,0.000177484,0.00006018983,0.0006245385,0.00009580543,0.0001024141,0.00001301185,0.0001201362,0.00007096291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005019101,"about_ca_system_score_gemma":0.00003296506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001025343,"about_ca_topic_score_gemma":6.519123e-7,"domain_scores_codex":[0.9989554,0.00007722652,0.0003357204,0.0002031768,0.0001900736,0.0002383487],"domain_scores_gemma":[0.9993821,0.0002008881,0.00005070383,0.0001865439,0.00009882324,0.00008094573],"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":[0.00003384844,0.00001753822,0.0004431424,0.00006410112,0.00002308842,0.000002420268,0.0003690217,0.00007496026,0.974553,0.0008876242,0.02058608,0.002945116],"study_design_scores_gemma":[0.0004674636,0.000391008,0.0008676098,0.00004629037,0.00002083215,0.000003129549,0.00002332896,0.002511857,0.9881625,0.0002748632,0.007066717,0.000164444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995518,0.001373507,0.001595332,0.00008426476,0.0002249109,0.0003817727,0.00004545225,0.0004828517,0.000293874],"genre_scores_gemma":[0.9973024,0.002212879,0.000164665,0.00007285343,0.00003712083,0.0000415301,0.0000897499,0.00003694266,0.00004186662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01360939,"threshold_uncertainty_score":0.7237589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008922998252323965,"score_gpt":0.2402064303257984,"score_spread":0.2312834320734744,"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."}}