{"id":"W3038414891","doi":"10.3390/fluids5030107","title":"An Introduction of Droplet Impact Dynamics to Engineering Students","year":2020,"lang":"en","type":"article","venue":"Fluids","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"California State University Long Beach","keywords":"Dynamics (music); Scope (computer science); Solid surface; Wetting; Heat transfer; Mechanics; Focus (optics); Computer science; Mechanical engineering; Simulation; Aerospace engineering; Environmental science; Physics; Engineering; Thermodynamics; Optics; Chemical 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":[0.00104413,0.002167281,0.001052427,0.001111828,0.001305703,0.002139203,0.001349743,0.001821583,0.06456961],"category_scores_gemma":[0.002497597,0.0005572631,0.0008786216,0.0007666079,0.0006154804,0.00280426,0.003669316,0.003784577,0.03341255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072621,"about_ca_system_score_gemma":0.00138194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005522762,"about_ca_topic_score_gemma":0.0009952646,"domain_scores_codex":[0.9994861,0.00008348995,0.00004102477,0.0001085269,0.0001956297,0.00008518236],"domain_scores_gemma":[0.9985206,0.0002605901,0.00006514049,0.0001043726,0.0004344127,0.0006149004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000184324,0.002266492,0.002107003,0.0008502751,0.00001000908,0.0006355416,0.001601141,0.001984121,0.01003843,0.02118232,0.5209854,0.4381549],"study_design_scores_gemma":[0.00002696818,0.0008170825,0.002581085,0.0004759391,0.000005070507,0.0008269896,0.0006190789,0.001694994,0.00189704,0.01244853,0.9785622,0.00004500876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.04535207,0.03592444,0.2609155,0.09437522,0.1051631,0.003713502,0.004073202,0.009158614,0.4413242],"genre_scores_gemma":[0.08477154,0.05020869,0.1304872,0.02284807,0.03040543,0.002554468,0.003294032,0.002727319,0.6727033],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06456961,"threshold_uncertainty_score":0.2160069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005094154460714419,"score_gpt":0.2320838342114881,"score_spread":0.2269896797507737,"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."}}