{"id":"W4385825742","doi":"10.48550/arxiv.2308.06257","title":"Capillary imbibition in a diverging flexible channel","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Imbibition; Capillary action; Wetting; Mechanics; Scaling; Lubrication; Materials science; Break-Up; Capillary number; Elasticity (physics); Flow (mathematics); Channel (broadcasting); Physics; Geometry; Composite material; Mathematics; Engineering","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":[0.0001087379,0.000212481,0.0003373213,0.0002729316,0.0003203667,0.0005490878,0.0003123766,0.0004081064,0.000616407],"category_scores_gemma":[0.0002726699,0.0001445406,0.0002204693,0.0002094914,0.0007336701,0.000417796,0.0004254743,0.0003528138,0.00009769071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608497,"about_ca_system_score_gemma":0.0003665898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407543,"about_ca_topic_score_gemma":0.0006549531,"domain_scores_codex":[0.9999322,0.000006337829,0.000001769339,0.00001200268,0.00001406447,0.00003363308],"domain_scores_gemma":[0.9998554,0.00004739844,0.00003697658,0.00001139355,0.00001189729,0.00003688561],"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":[0.0003040687,0.0001655919,0.003083519,0.0001300478,0.00003175438,0.001324907,0.0002656752,0.1786423,0.7922522,0.01558378,0.0002965548,0.007919642],"study_design_scores_gemma":[0.00005681253,0.0003798916,0.002793746,0.00001064298,0.0000154126,0.0002568655,0.0001049811,0.8717259,0.1204111,0.003282497,0.0009151936,0.00004693324],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915885,0.0001435403,0.006525901,0.00004418598,0.00001252722,0.000007326978,0.00001679669,0.00003451081,0.00162663],"genre_scores_gemma":[0.9976434,0.00008157123,0.001531038,0.00001315287,0.000003938574,0.000005380144,0.00001292468,0.000006991174,0.0007014993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001407543,"threshold_uncertainty_score":0.002798736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1557681316796561,"score_gpt":0.2083424137756685,"score_spread":0.05257428209601231,"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."}}