{"id":"W2412538479","doi":"10.1021/acs.langmuir.5b03292","title":"Fast Liquid Transfer between Surfaces: Breakup of Stretched Liquid Bridges","year":2015,"lang":"en","type":"article","venue":"Langmuir","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Alberta","funders":"Canada Research Chairs; Alberta Innovates - Technology Futures; Xerox Foundation","keywords":"Breakup; Liquid liquid; Materials science; Chemistry; Chromatography; Mechanics; 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":[0.0004578466,0.0001551929,0.0003271256,0.00005021789,0.00005000594,0.00003003397,0.0003230642,0.0001100293,0.0003931433],"category_scores_gemma":[0.00004124732,0.0001330182,0.00007247869,0.0001600606,0.000140093,0.0001552545,0.00004286092,0.0000824967,0.0003329791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003876066,"about_ca_system_score_gemma":0.0000746994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006000807,"about_ca_topic_score_gemma":0.00004653907,"domain_scores_codex":[0.9986368,0.000132366,0.0003265806,0.0002820739,0.0003589038,0.0002632605],"domain_scores_gemma":[0.9992547,0.00006404144,0.00004491498,0.0003275526,0.0001466724,0.0001621164],"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":[0.0003217582,0.0001011021,0.005315471,0.00004416171,0.00001560429,0.00000455706,0.005816558,0.0003089092,0.9868284,0.0002898435,0.0008253199,0.000128327],"study_design_scores_gemma":[0.0006553166,0.0003367885,0.009817075,0.00001879428,0.00002376962,0.000002984477,0.001087563,0.0001224587,0.983909,0.00001917292,0.003779254,0.000227849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964781,0.0001322419,0.0007334727,0.0005882832,0.0002071823,0.0001420263,0.0001595489,0.0001387085,0.001420374],"genre_scores_gemma":[0.999177,0.000006808354,0.0002174894,0.00008455668,0.0000866729,0.000007248774,0.00004037419,0.00002049532,0.0003593134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004728995,"threshold_uncertainty_score":0.5424326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05519901072967354,"score_gpt":0.271973616187021,"score_spread":0.2167746054573474,"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."}}