{"id":"W2315145495","doi":"10.1021/la304870h","title":"Modeling Liquid Bridge between Surfaces with Contact Angle Hysteresis","year":2013,"lang":"en","type":"article","venue":"Langmuir","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Alberta","funders":"Canada Research Chairs; Alberta Innovates - Technology Futures; Xerox Foundation","keywords":"Contact angle; Hysteresis; Bridge (graph theory); Materials science; Adhesion; Mechanics; Wetting; Surface energy; Composite material; Chemistry; Physics; Condensed matter 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003681702,0.0001400921,0.0001690157,0.00005588726,0.0001075323,0.00005654002,0.00009377377,0.00006285519,0.000219776],"category_scores_gemma":[0.000004549854,0.0001150874,0.00004280074,0.0001102754,0.000009026895,0.0003540966,0.00001140902,0.000119611,0.0003987025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004294197,"about_ca_system_score_gemma":0.000007381546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009192988,"about_ca_topic_score_gemma":0.0001762371,"domain_scores_codex":[0.9993567,0.00001641428,0.0001589983,0.0001339392,0.0001124758,0.0002214275],"domain_scores_gemma":[0.9996492,0.00004531462,0.00001683657,0.00015722,0.00006011452,0.00007132941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001244868,0.0001859871,0.3177904,0.0005338918,0.001192829,0.00003874952,0.0102524,0.5690508,0.0398239,0.0003860505,0.05673611,0.003884427],"study_design_scores_gemma":[0.001078896,0.0004511419,0.4459822,0.0002469683,0.0001509867,0.00003085065,0.001655462,0.5159754,0.01328129,0.0001288999,0.01966792,0.001350018],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869245,0.0001561784,0.008188772,0.0001055789,0.0001328819,0.0001355185,0.00001856085,0.0004515458,0.003886424],"genre_scores_gemma":[0.998888,0.00002118406,0.0003591214,0.00002116197,0.0001350404,0.00002127971,0.0000242064,0.00003921239,0.0004907486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1281918,"threshold_uncertainty_score":0.5124648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979578642697419,"score_gpt":0.2196590207356907,"score_spread":0.1998632343087165,"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."}}