{"id":"W2040748485","doi":"10.1002/cjce.5450830118","title":"Phase Distribution in a High Pressure Slurry Bubble Column via a Single Source Computed Tomography","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Energy","keywords":"Slurry; Materials science; Bubble; Pitot tube; Physics; Mechanics; Composite material; Flow (mathematics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001327419,0.0001362312,0.0002120217,0.0001440453,0.00006070159,0.0000328181,0.0002172037,0.00008983159,0.000009265849],"category_scores_gemma":[0.0000405787,0.0001291111,0.000084643,0.000361333,0.00004589892,0.00009240775,0.00001017609,0.0004288859,0.000001057089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002025646,"about_ca_system_score_gemma":0.00008182783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008335,"about_ca_topic_score_gemma":0.0003491483,"domain_scores_codex":[0.999151,0.000008484688,0.0003019438,0.00007245493,0.0001281544,0.0003379521],"domain_scores_gemma":[0.9994413,0.00004472284,0.00003933294,0.0001161799,0.00005644056,0.0003020775],"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":[0.00001375411,0.00004115239,0.000187416,0.00005904131,0.000093944,0.0001535324,0.0004573701,0.8741834,0.1229007,0.0001971427,0.0008667954,0.0008457762],"study_design_scores_gemma":[0.001448004,0.00006572913,0.000369601,0.0001689858,0.00003644884,0.0005409218,0.000006526699,0.969779,0.02184769,0.00007644394,0.005385989,0.0002747045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610751,0.0009252013,0.03750932,0.00007352304,0.0002612413,0.00007019042,0.00002378584,0.00003884483,0.00002283476],"genre_scores_gemma":[0.9993008,0.000003092195,0.0004855421,0.00001650237,0.000141063,0.000002254968,0.00001423285,0.00002873331,0.000007714912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101053,"threshold_uncertainty_score":0.5265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004368413039530649,"score_gpt":0.1560260421583508,"score_spread":0.1516576291188202,"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."}}