{"id":"W2133237244","doi":"10.1007/s10404-011-0881-7","title":"Self-priming of liquids in capillary autonomous microfluidic systems","year":2011,"lang":"en","type":"article","venue":"Microfluidics and Nanofluidics","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Steacie Institute for Molecular Sciences; National Research Council Canada","funders":"","keywords":"Microfluidics; Lattice Boltzmann methods; Capillary action; Materials science; Microchannel; Contact angle; Wetting; Bubble; Mechanics; Capillary number; Biological system; Nanotechnology; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004561555,0.0003691378,0.0006054014,0.0003937684,0.00009175223,0.00003098445,0.0002351615,0.000254533,0.00001419377],"category_scores_gemma":[0.00002458174,0.0003820457,0.00008778936,0.0004203642,0.0001339134,0.0001992076,0.0001055826,0.0002145881,0.00001889035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232503,"about_ca_system_score_gemma":0.00007344763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001495085,"about_ca_topic_score_gemma":0.000001823432,"domain_scores_codex":[0.9980036,0.00005884274,0.0008859514,0.0003423704,0.0002144544,0.0004948024],"domain_scores_gemma":[0.9991611,0.00010164,0.00009255664,0.000382664,0.0001329423,0.0001291537],"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":[0.00005402584,0.0002167002,0.02196335,0.001432882,0.0003674869,0.00008274063,0.01269628,0.00003007897,0.9498234,0.003282916,0.00808245,0.00196767],"study_design_scores_gemma":[0.001959529,0.0002003301,0.008098545,0.0003957644,0.0001885579,0.00009097213,0.001371993,0.003217076,0.8844678,0.0001940983,0.09866263,0.001152749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7147933,0.2811254,0.0006873379,0.000009829045,0.0005094799,0.0003153652,0.00001983579,0.0002660321,0.002273469],"genre_scores_gemma":[0.8786678,0.1204527,0.0006242166,0.00003258816,0.00005940439,0.00002323501,0.000007879669,0.00008102403,0.00005113081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1638746,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998535639534171,"score_gpt":0.2052722259621755,"score_spread":0.1852868695668338,"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."}}