{"id":"W2125246192","doi":"10.1017/s0022112010001254","title":"Dynamics and stability of an annular electrolyte film","year":2010,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Engineering and Physical Sciences Research Council","keywords":"Debye length; Electrokinetic phenomena; Mechanics; Electrolyte; Materials science; Nonlinear system; Physics; Boundary value problem; Classical mechanics; Ion; Nanotechnology","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":[0.0006916911,0.0001736554,0.0003587311,0.0001586005,0.00003645024,0.00002734075,0.0002495724,0.0001754795,0.00001838637],"category_scores_gemma":[0.0000692832,0.0001661305,0.0001036953,0.0001848033,0.00002531088,0.0002664247,0.00002774197,0.0006475389,4.563406e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007233684,"about_ca_system_score_gemma":0.00006550073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004224728,"about_ca_topic_score_gemma":0.000179091,"domain_scores_codex":[0.9987787,0.00002516068,0.0005521668,0.0001175531,0.0002578225,0.0002685745],"domain_scores_gemma":[0.9990938,0.0000433346,0.0001475285,0.00029362,0.0002451451,0.0001765422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003776759,0.00006576379,0.0001010419,0.00005633223,0.00006016369,0.000012167,0.00008470072,0.002685298,0.9664823,0.02752875,0.00001316408,0.002872591],"study_design_scores_gemma":[0.0003346236,0.0004208038,0.0001306965,0.00001107509,0.00004538989,0.0002024591,0.00003184225,0.9372835,0.05584237,0.005511247,0.00003929583,0.0001467106],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294906,0.0002791313,0.06953169,0.0000478414,0.0004194022,0.00007468127,0.00002607721,0.00003018588,0.0001004232],"genre_scores_gemma":[0.9933564,0.0004319307,0.006053286,0.00001602253,0.00008944594,8.090859e-7,0.000007009091,0.00004049391,0.000004567122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9345982,"threshold_uncertainty_score":0.6774605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003085106924469947,"score_gpt":0.1895617123984576,"score_spread":0.1864766054739876,"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."}}