{"id":"W3049035127","doi":"10.1021/acs.langmuir.0c01151","title":"Drop Impact on Heated Nanostructures","year":2020,"lang":"en","type":"article","venue":"Langmuir","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Research Chairs","keywords":"Drop (telecommunication); Drop impact; Leidenfrost effect; Surface roughness; Nanostructure; Materials science; Surface finish; Weber number; Mechanics; Kinetic energy; Nanotechnology; Composite material; Heat transfer; Wetting; Mechanical engineering; Classical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009648449,0.0003493811,0.0005963052,0.0003602715,0.000741028,0.001075561,0.0007236901,0.0008174158,0.02797134],"category_scores_gemma":[0.0006009094,0.0002491793,0.0005960998,0.0002551823,0.0004558988,0.0007264931,0.0007367953,0.001130277,0.002013059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008437905,"about_ca_system_score_gemma":0.0003406899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277234,"about_ca_topic_score_gemma":0.001393719,"domain_scores_codex":[0.9994712,0.00001047444,0.00001151617,0.0001049044,0.0002595008,0.0001423467],"domain_scores_gemma":[0.999751,0.0000882378,0.00002941898,0.00004165539,0.00006038455,0.00002919753],"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":[0.0004696738,0.0002170937,0.002028811,0.0002641094,0.00005414026,0.001425092,0.0001865543,0.005946586,0.9702784,0.006324177,0.002404518,0.01040076],"study_design_scores_gemma":[0.00005911332,0.000184497,0.01011746,0.00002104041,0.00002710026,0.0003748565,0.0001998367,0.04865796,0.9344801,0.002172418,0.003683373,0.00002222965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933995,0.0009796965,0.01360157,0.001099745,0.0005899919,0.0001593777,0.00149594,0.000750405,0.04732837],"genre_scores_gemma":[0.9938595,0.0002801367,0.0009994487,0.0001281545,0.00002453494,0.00003718232,0.000524429,0.00008540918,0.004061289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02797134,"threshold_uncertainty_score":0.09357339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007268810400783322,"score_gpt":0.2011693213680112,"score_spread":0.1939005109672279,"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."}}