{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002732445,0.0003700959,0.0001738467,0.0002019281,0.0002266882,0.0003126373,0.0003469541,0.0003591012,0.0004047681],"category_scores_gemma":[0.0002469575,0.0001670274,0.0001461509,0.0000878168,0.0002637284,0.0002818147,0.0002414021,0.0003255804,0.0002554549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482194,"about_ca_system_score_gemma":0.0001785076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000312558,"about_ca_topic_score_gemma":0.0006006672,"domain_scores_codex":[0.9998308,0.00002612576,0.00001206472,0.00002960532,0.00008301164,0.00001846144],"domain_scores_gemma":[0.9999031,0.00003977122,0.00002218935,0.00001038018,0.00001221811,0.0000122591],"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":[0.00001012216,0.00001034,0.00003879128,0.00003034839,0.000001604256,0.00003137441,0.0000132746,0.0001135808,0.9969513,0.00045119,0.00004846345,0.002299652],"study_design_scores_gemma":[0.000006323427,0.00006328895,0.0001785247,0.000003823388,0.000003881879,0.00008183735,0.000003889024,0.001425763,0.9957778,0.00004322935,0.002407097,0.000004530792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8024167,0.00711713,0.1792967,0.0007883969,0.0002953577,0.0002942884,0.0001889449,0.000584861,0.009017511],"genre_scores_gemma":[0.891677,0.002653221,0.1005697,0.0002793566,0.00007933445,0.0001972183,0.0001653056,0.00004511977,0.004333841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004047681,"threshold_uncertainty_score":0.001801014,"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."}}