{"id":"W2891519240","doi":"10.1103/physreve.98.032602","title":"Pressure-driven filling of liquid metal in closed-end microchannels","year":2018,"lang":"en","type":"article","venue":"Physical review. E","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Higher Education Discipline Innovation Project; Simon Fraser University; Ministerio de Economía y Competitividad; National Natural Science Foundation of China; Peking University; Griffith University; Australian National Fabrication Facility","keywords":"Microchannel; Liquid metal; Polydimethylsiloxane; Materials science; Mechanics; Microfluidics; Flow (mathematics); Work (physics); Pressure drop; Nanotechnology; Thermodynamics; Composite material; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001289028,0.0002139606,0.0002355765,0.0001568067,0.0002649682,0.0003416134,0.0005050253,0.0002795303,0.0007042536],"category_scores_gemma":[0.0003333134,0.0001303291,0.000168669,0.0001454458,0.0005427534,0.0004149537,0.0003246478,0.0004817257,0.0001192468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000427653,"about_ca_system_score_gemma":0.0002487589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007734217,"about_ca_topic_score_gemma":0.0006670337,"domain_scores_codex":[0.9998618,0.000009952529,0.000005860338,0.0000349115,0.00004555316,0.00004190243],"domain_scores_gemma":[0.999804,0.00008420003,0.00005351819,0.00001855408,0.00001887105,0.00002098062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001598443,0.00007234224,0.0008165619,0.00006016665,0.000006850613,0.0002212227,0.0002661966,0.001739801,0.9909008,0.0008995112,0.0001447317,0.004712134],"study_design_scores_gemma":[0.00001636521,0.0001600053,0.001448631,0.000003987942,0.000003450661,0.00005934624,0.00003592826,0.02942767,0.9680034,0.0001358065,0.0006903392,0.00001508177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992729,0.0001347049,0.006184661,0.00006598415,0.00001581716,0.00001952554,0.0000983858,0.0002194988,0.0005323624],"genre_scores_gemma":[0.9935187,0.00008705663,0.005694358,0.00002389037,0.000007847884,0.0000200253,0.00005291392,0.00001873247,0.0005766068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007734217,"threshold_uncertainty_score":0.003102839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0099012085090777,"score_gpt":0.2668301910656632,"score_spread":0.2569289825565855,"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."}}