{"id":"W3140453883","doi":"10.1017/jfm.2021.134","title":"On the long-time transient formation of sink zones in near-critical fluids. A theoretical perspective","year":2021,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Sink (geography); Mechanics; Transient (computer programming); Perspective (graphical); Thermodynamics; Materials science; Computer science; 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":[0.0008594921,0.0006214189,0.0008155789,0.0009252919,0.001157042,0.001677315,0.001844608,0.001600699,0.005119866],"category_scores_gemma":[0.002288405,0.0003735071,0.0007534928,0.0004005296,0.004600084,0.004121122,0.002151107,0.001873693,0.0005009269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261989,"about_ca_system_score_gemma":0.000578868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001686129,"about_ca_topic_score_gemma":0.0008184143,"domain_scores_codex":[0.9998515,0.00004430437,0.00000556695,0.00002573439,0.0000335877,0.00003922773],"domain_scores_gemma":[0.9993136,0.0003752265,0.00009777836,0.00006232045,0.00009001256,0.000061033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002759118,0.00002971625,0.0002036818,0.0000981257,0.000008990821,0.0002237563,0.0001259363,0.04154753,0.002433802,0.9518729,0.001187306,0.002240751],"study_design_scores_gemma":[0.00001952212,0.00003633988,0.0003113101,0.0000380639,0.000009309269,0.0001285222,0.0001251988,0.3271255,0.0008643162,0.6679818,0.003331973,0.00002818815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2821283,0.0212577,0.5195917,0.01825901,0.002277017,0.0001613106,0.0003060912,0.000486112,0.1555328],"genre_scores_gemma":[0.9703248,0.005183928,0.009433674,0.0006677219,0.0006277102,0.0001061162,0.00006949493,0.00009721566,0.01348945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005119866,"threshold_uncertainty_score":0.01712763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006476801208306669,"score_gpt":0.2250904867263107,"score_spread":0.218613685518004,"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."}}