{"id":"W4327808064","doi":"10.1039/d2lc01130a","title":"Self-generated exclusion zone in a dead-end pore microfluidic channel","year":2023,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Chemical and Physical Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canada First Research Excellence Fund","keywords":"Microfluidics; Dead end; Channel (broadcasting); Nanotechnology; Materials science; Engineering; Flow (mathematics); Mechanics; Telecommunications; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002018005,0.0001691783,0.0002057069,0.0001706359,0.0002437564,0.0003844657,0.0004100282,0.000255212,0.0003400352],"category_scores_gemma":[0.0002510432,0.000126031,0.0001514052,0.0001044674,0.0004399472,0.000444182,0.0003326832,0.0002586059,0.0001451519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026965,"about_ca_system_score_gemma":0.0003707545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003335528,"about_ca_topic_score_gemma":0.0003534339,"domain_scores_codex":[0.9998858,0.000008805167,0.000005402161,0.00003468408,0.00004175113,0.00002357974],"domain_scores_gemma":[0.9997304,0.00009543896,0.00007209128,0.00002354475,0.00002441927,0.0000540589],"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":[0.00005613292,0.00002314675,0.0002721862,0.00003802166,0.000004639112,0.00008778844,0.00005082434,0.001030271,0.995361,0.001204292,0.00003774629,0.001833956],"study_design_scores_gemma":[0.00002500662,0.0001123008,0.001277915,0.000004282579,0.000007810153,0.00008777888,0.00001559083,0.01475651,0.9811756,0.0003424785,0.002182137,0.00001260673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494325,0.0005614393,0.04826966,0.0000666039,0.00004278137,0.00003193919,0.00008814474,0.0002197886,0.001287211],"genre_scores_gemma":[0.9791071,0.0002331247,0.01845243,0.00003400709,0.000009653656,0.00003684949,0.0000718259,0.0000209601,0.002033972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004100282,"threshold_uncertainty_score":0.002196252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291281569556644,"score_gpt":0.2383694426750324,"score_spread":0.225456626979466,"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."}}