{"id":"W2108361645","doi":"10.1021/la304919p","title":"Simulations of Droplet Coalescence in Simple Shear Flow","year":2013,"lang":"en","type":"article","venue":"Langmuir","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Capillary action; Lattice Boltzmann methods; Coalescence (physics); Reynolds number; Capillary number; Mechanics; Weber number; Péclet number; Thermal diffusivity; Chemistry; Materials science; Turbulence; Thermodynamics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002988528,0.0000697575,0.0001279618,0.00006478619,0.00002061494,0.000008806504,0.00006149556,0.00003398914,0.0003322815],"category_scores_gemma":[0.00002389107,0.00006740807,0.00002092847,0.0001741505,0.00002264678,0.000123409,0.0000222142,0.00005716039,0.0001407357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001693395,"about_ca_system_score_gemma":0.000003262547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000059523,"about_ca_topic_score_gemma":0.00004819225,"domain_scores_codex":[0.9995271,0.00001000256,0.0001722289,0.00007108143,0.00008919346,0.0001304212],"domain_scores_gemma":[0.9997227,0.00008225513,0.00001560047,0.0001196052,0.00003924191,0.00002055354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001662446,0.00002951852,0.06568512,0.00009996461,0.00002297195,0.000001957244,0.001513701,0.9210101,0.003762568,0.0003578101,0.005789577,0.001725025],"study_design_scores_gemma":[0.0003223117,0.000007338239,0.3088655,0.00001690638,0.000004802941,4.683874e-7,0.0001393297,0.68557,0.000642775,0.0006838001,0.00361507,0.0001316835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993045,0.0001220568,0.002087442,0.00008480304,0.00005700702,0.0001732504,0.00002352721,0.0001368595,0.004270041],"genre_scores_gemma":[0.9990946,0.000004817796,0.0007336574,0.00002839031,0.00002864765,0.000009220491,0.00001211108,0.00001417496,0.00007437916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2431804,"threshold_uncertainty_score":0.363825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151372603250322,"score_gpt":0.2412876519133582,"score_spread":0.226150391588326,"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."}}