{"id":"W1898811820","doi":"10.1021/acs.langmuir.5b02162","title":"Complex Drop Impact Morphology","year":2015,"lang":"en","type":"article","venue":"Langmuir","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Belgian Federal Science Policy Office; Transport Canada","keywords":"Breakup; Drop (telecommunication); Drop impact; Capillary action; Weber number; Dissipation; Materials science; Volume fraction; Particle (ecology); Particle size; Mechanics; Chemical engineering; Chemical physics; Composite material; Wetting; Chemistry; Thermodynamics; Physics; Turbulence","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":[0.00003759387,0.00007013996,0.00009604777,0.00003182186,0.00001277983,0.000009824263,0.00006605726,0.00004507916,0.0001749764],"category_scores_gemma":[0.000001620847,0.00005956845,0.00003403774,0.00005774218,0.00001383403,0.00002727892,0.00000689926,0.00006494435,0.0003061644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003760239,"about_ca_system_score_gemma":0.000006332679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006046124,"about_ca_topic_score_gemma":0.0000216824,"domain_scores_codex":[0.9996583,0.000005673015,0.00006588813,0.00005875794,0.00005352429,0.0001578934],"domain_scores_gemma":[0.9998102,0.00000541828,0.000001725312,0.0000935869,0.0000143052,0.00007481615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007176727,0.0001434985,0.03451851,0.0001552091,0.0003375478,0.0003599084,0.003778751,0.06763242,0.2410563,0.03411,0.6118872,0.005948849],"study_design_scores_gemma":[0.001742144,0.0001830999,0.240225,0.000009920619,0.00002799665,0.0001309868,0.00008682155,0.658733,0.0007506207,0.001727436,0.09579547,0.0005874669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605263,0.000150937,0.005291848,0.0001282955,0.0001793605,0.00004741489,0.00003014063,0.0002740077,0.03337164],"genre_scores_gemma":[0.9993629,0.000006809326,0.000271435,0.0000768191,0.0000800011,0.000003087333,0.00003646297,0.00002016821,0.0001422417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5911006,"threshold_uncertainty_score":0.3935226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777550773999826,"score_gpt":0.2624430654163107,"score_spread":0.2246675576763124,"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."}}