{"id":"W2795808304","doi":"10.1063/1.5019843","title":"Continuous form-dependent focusing of non-spherical microparticles in a highly diluted suspension with the help of microfluidic spirals","year":2018,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Lundbeckfonden; Deutscher Akademischer Austauschdienst","keywords":"Hydraulic diameter; Particle (ecology); Microfluidics; Aspect ratio (aeronautics); Physics; Suspension (topology); Spheroid; Mechanics; Optics; Ellipsoid; Polydimethylsiloxane; Particle size; Nanotechnology; Materials science; Reynolds number; Chemistry; Optoelectronics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000301438,0.0003097954,0.0002081697,0.0001857161,0.00008365527,0.0003033275,0.0001844142,0.0001995289,0.0002786363],"category_scores_gemma":[0.0003641809,0.0001738832,0.0002258709,0.0001605053,0.0002433266,0.0002179696,0.0002130053,0.0002649298,0.0001244625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003265877,"about_ca_system_score_gemma":0.0002060043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004858755,"about_ca_topic_score_gemma":0.0005545235,"domain_scores_codex":[0.9998695,0.00001516338,0.00001239734,0.00003165846,0.00004409033,0.00002717],"domain_scores_gemma":[0.9997568,0.00008232294,0.00006869444,0.0000188984,0.00003866525,0.00003472236],"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":[0.00002481318,0.000007941419,0.0001023669,0.00002152532,0.000002245014,0.00002225616,0.00002146855,0.0001589394,0.9985144,0.00006933875,0.00001701215,0.001037794],"study_design_scores_gemma":[0.00001456856,0.0001366672,0.001300316,0.000003969491,0.00000675684,0.000049675,0.000008925326,0.004147275,0.9937196,0.00003756943,0.0005669807,0.000007720087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892172,0.0006375193,0.009201077,0.00005336466,0.00002142002,0.00003418212,0.0000688361,0.0000721319,0.0006943801],"genre_scores_gemma":[0.9861138,0.0005635984,0.01222839,0.0000463129,0.000014789,0.00003354628,0.0001268523,0.00001882821,0.0008537412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004858755,"threshold_uncertainty_score":0.002369583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085644002259963,"score_gpt":0.2146264821325492,"score_spread":0.2037700421099496,"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."}}