{"id":"W6969630331","doi":"10.5683/sp3/h6tife","title":"DataSet for Effect of Flowrate, Tubing, and Incubation for DynaBeads Streptavidin with biotinylated BSA Droplets in Dual Phase Lab-in-Tubing Microfluidics","year":2024,"lang":"en","type":"dataset","venue":"Borealis","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biotinylation; Streptavidin; Microfluidics; Bovine serum albumin; Incubation; Phase (matter); Analytical Chemistry (journal)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001837148,0.003101538,0.001528079,0.003990991,0.0009484694,0.001778433,0.002039065,0.00288014,0.03260466],"category_scores_gemma":[0.006973233,0.0004284385,0.001788415,0.003540131,0.0004433384,0.0008115619,0.001554646,0.001570239,0.03757416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438296,"about_ca_system_score_gemma":0.002079888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01816488,"about_ca_topic_score_gemma":0.05141556,"domain_scores_codex":[0.9982437,0.0003300482,0.0002329519,0.0005378592,0.0004706022,0.0001847476],"domain_scores_gemma":[0.9970187,0.001447706,0.0002486647,0.0004654556,0.0006039134,0.0002156592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002970085,0.0001821022,0.00458301,0.003328441,0.0001704558,0.0001221069,0.00006619292,0.001151009,0.000864037,0.0004097271,0.9751868,0.01363916],"study_design_scores_gemma":[0.000536706,0.0001124917,0.02000716,0.0009797035,0.000242045,0.0003196052,0.0002128157,0.002439539,0.002209149,0.001314845,0.9715365,0.00008944204],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000759032,0.0003077391,0.0001741527,0.00009033331,0.00004847313,0.00003247264,0.9974748,0.0005537252,0.000559112],"genre_scores_gemma":[0.001004211,0.00009542115,0.0007822844,0.00006311063,0.000007244262,0.0001497094,0.9972796,0.00005593745,0.0005624208],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03260466,"threshold_uncertainty_score":0.1090735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583705031747466,"score_gpt":0.4126768144808022,"score_spread":0.3868397641633275,"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."}}