{"id":"W7161999428","doi":"10.82308/18876","title":"Quantifying the shear stress necessary to cause temporary cell permeabilization with an impinging inert gas jet","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Ultrasound and Cavitation Phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shear (geology); Shear rate; Inert; Microfluidics; Shear stress; Jet (fluid); Inert gas; Membrane; Capillary action","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004610825,0.0002898882,0.000256498,0.0002588254,0.0002519817,0.0005234952,0.0002398485,0.0003458452,0.001327475],"category_scores_gemma":[0.000474038,0.0001372366,0.0002273204,0.0003294315,0.0003497449,0.0003216766,0.0002016128,0.0005445806,0.0002184625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005102825,"about_ca_system_score_gemma":0.0003697431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006874642,"about_ca_topic_score_gemma":0.0009379207,"domain_scores_codex":[0.9997897,0.00001596114,0.00001642229,0.00004597511,0.0001048105,0.00002723021],"domain_scores_gemma":[0.9997774,0.00009271743,0.00004992356,0.00001377781,0.00004859304,0.00001761841],"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":[0.00002857284,0.00001462917,0.0002145806,0.00004201294,0.000002875727,0.00001365823,0.00002751662,0.0003175778,0.99643,0.0001464512,0.00005878224,0.002703305],"study_design_scores_gemma":[0.000003127391,0.00006903661,0.001282111,0.000004915622,0.000005271772,0.00001185055,0.00001596564,0.00110978,0.996794,0.00003210742,0.0006663544,0.000005448159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705365,0.002066441,0.02363903,0.0002035108,0.00006231189,0.0001053692,0.000364275,0.0001337238,0.002888785],"genre_scores_gemma":[0.9611768,0.003584136,0.03013497,0.00007648741,0.00001791341,0.0001115172,0.0004948067,0.000051693,0.004351825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001327475,"threshold_uncertainty_score":0.004440904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0258958868306161,"score_gpt":0.2802891802228763,"score_spread":0.2543932933922602,"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."}}