{"id":"W2905459548","doi":"10.1039/c8sm01144c","title":"Mass transfer dynamics in the dissolution of Taylor bubbles","year":2018,"lang":"en","type":"article","venue":"Soft Matter","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mass transfer; Dynamics (music); Dissolution; Measure (data warehouse); Flow (mathematics); Microfluidics; Statistical physics; Mechanics; Physics; Nanotechnology; Chemical physics; Materials science; Chemistry; Computer science; Physical chemistry; Data mining","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":[0.0004032295,0.0003122465,0.0001436488,0.0002210753,0.0002001913,0.0003913439,0.0003392995,0.000425536,0.002020486],"category_scores_gemma":[0.0008441894,0.0001665465,0.0001430086,0.0001333119,0.0003447916,0.0007410227,0.0003144428,0.0006326866,0.0006143311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004554537,"about_ca_system_score_gemma":0.0003482297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007667475,"about_ca_topic_score_gemma":0.0004500583,"domain_scores_codex":[0.9998004,0.0000345112,0.00000838675,0.00006627715,0.00006615301,0.00002431137],"domain_scores_gemma":[0.9998061,0.0001006177,0.00004203858,0.00001219816,0.00002901255,0.00001012387],"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":[0.000164953,0.00003543005,0.0004102926,0.00006924671,0.000009670409,0.00009423508,0.0001692628,0.0008125753,0.9865785,0.002519394,0.0003439807,0.008792343],"study_design_scores_gemma":[0.0000182626,0.0001209442,0.0006518333,0.00000534843,0.00000928558,0.00008262583,0.00002307557,0.02219747,0.9736103,0.0003037778,0.002968316,0.000008791134],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941888,0.001940419,0.04727241,0.0003591907,0.0001276265,0.00005916665,0.0003817268,0.0004014452,0.007570072],"genre_scores_gemma":[0.9832824,0.0007225974,0.009382894,0.00004677907,0.00002152901,0.0000736221,0.0002858654,0.00006727911,0.006116997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002020486,"threshold_uncertainty_score":0.006759167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008314203449720307,"score_gpt":0.2227447403210285,"score_spread":0.2144305368713082,"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."}}