{"id":"W2080755210","doi":"10.1063/1.4768905","title":"Flow manipulation and cell immobilization for biochemical applications using thermally responsive fluids","year":2012,"lang":"en","type":"article","venue":"Biomicrofluidics","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"DAPI; Microfluidics; Chemistry; Yeast; Stain; Lab-on-a-chip; Fluorescence; Cell; Biophysics; Chromatography; Nanotechnology; Materials science; Staining; Biochemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001642755,0.0001870912,0.0001490774,0.0001034615,0.0001717312,0.00002969682,0.0001026214,0.0001745673,0.00001720864],"category_scores_gemma":[0.000006142672,0.0002033556,0.00005745362,0.0002299779,0.0000582314,0.0001274058,0.00002883218,0.00006831691,0.00001639772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154776,"about_ca_system_score_gemma":0.00002393492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002760979,"about_ca_topic_score_gemma":4.915399e-8,"domain_scores_codex":[0.999081,0.00001974952,0.0002710799,0.0002013674,0.00008150831,0.0003452842],"domain_scores_gemma":[0.9995041,0.00005485854,0.00003864296,0.0002151084,0.00006467227,0.0001225833],"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":[0.00001567251,0.00003632193,0.0001295441,0.00006562336,0.00001755472,3.711778e-8,0.00009059875,0.00001957716,0.9852453,0.0006493835,0.0124185,0.001311829],"study_design_scores_gemma":[0.0002892749,0.00001525524,0.0002826385,0.000006298182,0.00006415381,0.00001408367,0.00003637735,0.01631811,0.8995807,0.0001807545,0.08296427,0.000248132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.351433,0.08311138,0.5642616,0.00002832359,0.00007279217,0.0008053225,0.00005634081,0.0001479357,0.00008331607],"genre_scores_gemma":[0.9633092,0.02516592,0.01010988,0.0001131934,0.0004307076,0.0003880911,0.0003215805,0.0001064465,0.00005503737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6118761,"threshold_uncertainty_score":0.8292599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485279846622887,"score_gpt":0.2296711505560454,"score_spread":0.2148183520898165,"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."}}