{"id":"W2989649483","doi":"10.1017/jfm.2019.924","title":"The influence of heating on liquid jet spreading and hydraulic jump","year":2019,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Hydraulic jump; Mechanics; Jet (fluid); Jump; Materials science; Environmental science; Flow (mathematics); 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":[0.0004284844,0.0001086189,0.000215444,0.00007898534,0.00004734836,0.000024188,0.0001495431,0.00006122726,0.000005827069],"category_scores_gemma":[0.0000357898,0.00007563769,0.00007228988,0.00009143649,0.000008883179,0.0001155802,0.00001566444,0.0002466286,0.000005109142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003879974,"about_ca_system_score_gemma":0.00002179461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004006562,"about_ca_topic_score_gemma":0.000004072086,"domain_scores_codex":[0.9991579,0.00001610182,0.0003857324,0.00006361837,0.0002115472,0.0001650745],"domain_scores_gemma":[0.9995128,0.0001473163,0.00004537529,0.0001416786,0.00008722751,0.00006559285],"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":[0.0001045021,0.00001584874,0.0001236693,0.0001193632,0.0000777453,0.000006603665,0.0003369424,0.1443046,0.8311116,0.02244157,0.000065827,0.001291737],"study_design_scores_gemma":[0.001109647,0.001919427,0.0009646278,0.0009080817,0.00007129618,0.000143068,0.0001821744,0.883705,0.1062203,0.00191311,0.00255448,0.0003087547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961687,0.0009753485,0.002007019,0.0000909002,0.0003319089,0.00007802214,0.000002386756,0.00001259786,0.0003330763],"genre_scores_gemma":[0.9974794,0.002107727,0.0002635026,0.00006346936,0.00005310532,6.551556e-7,1.828341e-7,0.00002137844,0.0000105436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7394003,"threshold_uncertainty_score":0.3084415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004793161298133049,"score_gpt":0.1956956307954906,"score_spread":0.1909024694973576,"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."}}