{"id":"W3175171123","doi":"10.1021/acs.langmuir.0c01151.s001","title":"Drop impact on heated nanostructures","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Drop impact; Drop (telecommunication); Leidenfrost effect; Materials science; Surface roughness; Mechanics; Nanostructure; Surface finish; Weber number; Kinetic energy; Nanotechnology; Composite material; Heat transfer; Wetting; Mechanical engineering; Classical mechanics; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00005590758,0.0003104497,0.0002840146,0.0002696588,0.000405534,0.0003667138,0.0003899941,0.000418287,0.005008167],"category_scores_gemma":[0.0002627038,0.0002208216,0.0003506418,0.0002552161,0.0003350753,0.0005403635,0.0005528682,0.0006550277,0.000431359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006076961,"about_ca_system_score_gemma":0.0001629365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678691,"about_ca_topic_score_gemma":0.002009713,"domain_scores_codex":[0.9997494,0.000004789314,0.00000621002,0.00006176205,0.00009306848,0.00008476462],"domain_scores_gemma":[0.999899,0.00002491049,0.00002004489,0.00001545277,0.00002214136,0.00001838057],"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":[0.000110276,0.00003550067,0.00125469,0.00009088866,0.00001661983,0.0005277548,0.0001243842,0.001144983,0.9923614,0.0004635863,0.0003001353,0.003569714],"study_design_scores_gemma":[0.00001624334,0.0001834932,0.008236329,0.000009497751,0.00001327822,0.0001443486,0.0001256806,0.01296865,0.97649,0.0001928599,0.001605554,0.00001396058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993523,0.0002456199,0.001611111,0.00005124802,0.00003866449,0.00002689144,0.000355452,0.0000908719,0.004057166],"genre_scores_gemma":[0.9961154,0.0002168772,0.001167192,0.00006158287,0.00001134852,0.00002635426,0.0003687376,0.00003770766,0.001994727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005008167,"threshold_uncertainty_score":0.01675397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006170922437384384,"score_gpt":0.2070433424994624,"score_spread":0.200872420062078,"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."}}