{"id":"W4409759490","doi":"10.1007/s00348-025-04022-z","title":"Impact of a core–shell compound droplet on a solid surface","year":2025,"lang":"en","type":"article","venue":"Experiments in Fluids","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Solid surface; Core (optical fiber); Surface (topology); Shell (structure); Mechanics; Composite material; Chemical physics; Geometry; 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":[0.00006990625,0.0001709076,0.0002651465,0.0001320224,0.00002156707,0.00001462833,0.0001512967,0.00008140287,0.000134447],"category_scores_gemma":[0.00000393159,0.0001640455,0.00009442115,0.0002229488,0.00003583543,0.00004156275,0.0000213771,0.0001332748,0.00002101044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772926,"about_ca_system_score_gemma":0.00004649457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001385607,"about_ca_topic_score_gemma":0.00001093087,"domain_scores_codex":[0.9991877,0.00001271053,0.0002765036,0.0001552129,0.0001233834,0.0002444573],"domain_scores_gemma":[0.9996372,0.00003500111,0.000005146192,0.0002612011,0.00001846952,0.00004302374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007992726,0.0003362114,0.009671256,0.00005678677,0.0001398823,0.00001266624,0.001109021,0.08112242,0.8981122,0.006020398,0.003190899,0.0001483049],"study_design_scores_gemma":[0.003698215,0.0006899634,0.04868204,0.0004409159,0.00001989352,0.000002739103,0.0001190889,0.744597,0.1996628,0.0005476635,0.000939419,0.0006002585],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978078,0.0006056647,0.0009881831,0.000009901157,0.0003437289,0.0001739307,0.00002494801,0.00006550775,0.01971013],"genre_scores_gemma":[0.9992136,0.00007163607,0.0003365473,0.00003119518,0.00001286512,0.00001039389,0.00001143634,0.00002465527,0.0002876783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6984494,"threshold_uncertainty_score":0.668958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177765659255178,"score_gpt":0.3193893275646677,"score_spread":0.3016127616391499,"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."}}