{"id":"W2328370506","doi":"10.1103/physreve.87.050302","title":"One- and two-particle dynamics in microfluidic T-junctions","year":2013,"lang":"en","type":"article","venue":"Physical Review E","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"China Scholarship Council; Compute Canada","keywords":"Streamlines, streaklines, and pathlines; Microfluidics; Particle (ecology); Materials science; Colloidal particle; Phase diagram; Colloid; Position (finance); Nanotechnology; Phase (matter); Physics; Mechanics; Chemistry; Physical chemistry","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":[0.00004646827,0.00009160675,0.0002010476,0.00002046809,0.0000208778,0.00001613894,0.00006735419,0.00002171685,0.00001824181],"category_scores_gemma":[0.00003603356,0.00008164292,0.00003459884,0.0001981931,0.00005892611,0.00007756562,0.00004112852,0.0001283751,0.0002137009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005421998,"about_ca_system_score_gemma":0.000003712648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005322957,"about_ca_topic_score_gemma":0.000008390665,"domain_scores_codex":[0.9995117,0.00001226604,0.0001332247,0.0001178415,0.00005179117,0.0001731318],"domain_scores_gemma":[0.9997376,0.00002679206,0.00001086534,0.0001726788,0.0000148097,0.00003721966],"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":[0.000001237528,0.0001579479,0.001729248,0.001219943,0.00002872465,0.000002967292,0.0000462331,0.000003993229,0.6256642,0.01695088,0.02995993,0.3242347],"study_design_scores_gemma":[0.002800766,0.0003549264,0.04389252,0.01066923,0.0004831543,0.00007612359,0.0004662058,0.2910172,0.4503874,0.1017457,0.09483813,0.003268601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9017125,0.09484849,0.0004812736,0.001332349,0.0000581763,0.0002698295,0.000002664928,0.0003334266,0.0009612498],"genre_scores_gemma":[0.9328806,0.0666775,0.0001889312,0.0001665272,0.00002457825,0.00002376998,0.000002905974,0.00001172544,0.00002349891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3209661,"threshold_uncertainty_score":0.3329302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443906762812869,"score_gpt":0.2459283041484572,"score_spread":0.2314892365203285,"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."}}