{"id":"W3084143673","doi":"10.32393/csme.2020.1263","title":"High Pressure and High Temperature Flash-boiling Atomization","year":2020,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 3","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Boiling; Flash (photography); Materials science; Nuclear engineering; Thermodynamics; Computer science; Engineering; Physics; Optics","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":[0.0001827712,0.0001666816,0.0002006645,0.000212449,0.0002534897,0.000226241,0.00026163,0.000266984,0.002251477],"category_scores_gemma":[0.0002594146,0.0001551679,0.0002289411,0.0002205788,0.0003231412,0.0004490424,0.0004239431,0.000436706,0.0003049358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620509,"about_ca_system_score_gemma":0.0002481662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887905,"about_ca_topic_score_gemma":0.001742681,"domain_scores_codex":[0.9997296,0.00001852667,0.000007904698,0.00003311564,0.0001624091,0.00004845485],"domain_scores_gemma":[0.9998817,0.00003996516,0.00002053972,0.00001734567,0.00003054688,0.000009857697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000442749,0.00001330389,0.0003210308,0.000112603,0.00000519241,0.00008400273,0.00005223668,0.0004395822,0.9915478,0.0006385084,0.0002088388,0.006532635],"study_design_scores_gemma":[0.00001199176,0.0002379726,0.004140673,0.000006001012,0.000008304214,0.0002216264,0.00003379401,0.004271441,0.9853608,0.0002665484,0.005429559,0.00001132523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406754,0.004871387,0.03979157,0.0002920303,0.00009311268,0.0001035778,0.000276014,0.0003313638,0.01356564],"genre_scores_gemma":[0.9883711,0.001060178,0.007007527,0.00005574064,0.0000206472,0.00003861483,0.0001348916,0.00003039849,0.003280941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002251477,"threshold_uncertainty_score":0.007531941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003468847763617459,"score_gpt":0.1680586671120501,"score_spread":0.1645898193484326,"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."}}