{"id":"W2321787893","doi":"10.1021/la404677w","title":"Elastomeric Negative Acoustic Contrast Particles for Capture, Acoustophoretic Transport, and Confinement of Cells in Microfluidic Systems","year":2014,"lang":"en","type":"article","venue":"Langmuir","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Materials Research Science and Engineering Center, Harvard University; McMaster University; Hartwell Foundation; National Science Foundation","keywords":"Microfluidics; Elastomer; Materials science; Particle (ecology); Sorting; Sound pressure; Nucleation; Acoustic levitation; Acoustic wave; Nanotechnology; Standing wave; Acoustics; Chemistry; Composite material; Physics; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001197537,0.0001363024,0.000283599,0.00008148963,0.000022346,0.000008134173,0.00007490888,0.00009775773,0.000003057631],"category_scores_gemma":[0.00001532756,0.0001179066,0.00003048012,0.0001072227,0.0001243854,0.00001965167,0.000009011145,0.0000748211,0.0000018398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002102094,"about_ca_system_score_gemma":0.000006489768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009615234,"about_ca_topic_score_gemma":0.000016029,"domain_scores_codex":[0.9993078,0.00001458325,0.000252707,0.0001372672,0.00006365124,0.0002239598],"domain_scores_gemma":[0.9996995,0.00009735204,0.00003879752,0.000110045,0.00002611838,0.00002816195],"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":[0.00002007332,0.00002028208,0.0005785897,0.0004121099,0.00002348119,0.000003009081,0.0004642098,0.0002983396,0.9933879,0.0002835397,0.003332533,0.001175874],"study_design_scores_gemma":[0.002473478,0.0002304957,0.00897994,0.0002872721,0.000126184,0.00001803234,0.002850275,0.02792795,0.9462623,0.0002623066,0.01005833,0.0005234513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677544,0.00655773,0.02477805,0.00004141267,0.0001550476,0.000363503,0.00006974812,0.0001629343,0.0001171493],"genre_scores_gemma":[0.9989012,0.0007184705,0.0002620942,0.0000182395,0.00002115762,0.00002504649,0.000006416601,0.00001942407,0.00002794216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04712567,"threshold_uncertainty_score":0.4808092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006314087621776644,"score_gpt":0.1826378522752427,"score_spread":0.1763237646534661,"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."}}