{"id":"W4412820117","doi":"10.3390/fluids10080200","title":"Steady Radial Diverging Flow of a Particle-Laden Fluid with Particle Migration","year":2025,"lang":"en","type":"article","venue":"Fluids","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Particle (ecology); Mechanics; Flow (mathematics); Fluid dynamics; Physics; Geology; Oceanography","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":[0.0003275518,0.0006274924,0.0006891277,0.0005462645,0.0004525149,0.0009151537,0.0005796871,0.001032984,0.0004090226],"category_scores_gemma":[0.000893515,0.0002457413,0.0004407926,0.0002827163,0.001022837,0.000694552,0.0006346043,0.0004374608,0.0001543372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007412113,"about_ca_system_score_gemma":0.0006471478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003114468,"about_ca_topic_score_gemma":0.0008412295,"domain_scores_codex":[0.9998558,0.000037146,0.000007505614,0.00003616716,0.00003323154,0.00003015551],"domain_scores_gemma":[0.9997688,0.00007195873,0.00006020915,0.00001794032,0.00004394422,0.00003716832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006206515,0.0003474289,0.005523662,0.0002905752,0.00004411737,0.001541648,0.0005519841,0.5568334,0.362253,0.05261605,0.0005268466,0.01885067],"study_design_scores_gemma":[0.00003014163,0.0001054617,0.0003709575,0.00000497808,0.000005280744,0.00007195705,0.00002427049,0.9794526,0.0180062,0.001481092,0.0004334127,0.00001370722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8267742,0.0005236348,0.1685596,0.0002372945,0.00007547804,0.00006510903,0.00004092828,0.0002067861,0.003516951],"genre_scores_gemma":[0.9829301,0.0001702499,0.01422727,0.00004546138,0.00002042818,0.00002684524,0.00004160542,0.00001369803,0.002524351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003114468,"threshold_uncertainty_score":0.006192684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006354757539290988,"score_gpt":0.1971646239255258,"score_spread":0.1908098663862348,"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."}}