{"id":"W4206807786","doi":"10.1002/cjce.24372","title":"Stability criteria and convective mass transfer from the falling spherical drops, part <scp>II</scp> : <scp>Herschel–Bulkley</scp> fluids","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herschel–Bulkley fluid; Mechanics; Bingham plastic; Dilatant; Reynolds number; Drag; Shear stress; Shear thinning; Drag coefficient; Shear rate; Turbulence; Physics; Thermodynamics; Viscosity; Rheology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007779528,0.0003526683,0.0005370708,0.00005693575,0.0005443628,0.00006864637,0.0006819722,0.0001732896,0.00009750277],"category_scores_gemma":[0.001570854,0.0002692632,0.0002169076,0.0002744156,0.0003281609,0.0001280976,0.0001353817,0.001851242,0.000002485306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423034,"about_ca_system_score_gemma":0.0002260592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000659469,"about_ca_topic_score_gemma":0.0001631742,"domain_scores_codex":[0.997934,0.0001005222,0.0006024615,0.0003000811,0.0003482407,0.000714671],"domain_scores_gemma":[0.9967542,0.00222525,0.00007791093,0.0003073894,0.0001229749,0.0005123006],"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":[0.0000245246,0.00004344533,0.002201083,0.00005858502,0.0008898059,0.0001400093,0.01321285,0.02320856,0.9547972,0.002973199,0.002292935,0.0001577864],"study_design_scores_gemma":[0.002847727,0.000355334,0.001552919,0.0002302199,0.0006924769,0.0005281285,0.007018749,0.6893081,0.2631801,0.002641801,0.03112149,0.0005230044],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734243,0.004343704,0.02021252,0.0007803633,0.0006510514,0.0001645468,0.0001247786,0.00004777215,0.0002509564],"genre_scores_gemma":[0.9981387,0.00003459491,0.0008773329,0.0002689983,0.0004544206,0.00002654949,0.00001208148,0.00005968467,0.0001276422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6916171,"threshold_uncertainty_score":0.999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044378134637906,"score_gpt":0.1893160027483855,"score_spread":0.1788722214020065,"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."}}