{"id":"W2082059805","doi":"10.1007/s11663-000-0054-7","title":"Numerical studies of the motion of particles in current-carrying liquid metals flowing in a circular pipe","year":2000,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Mechanics; Drag; Physics; Current (fluid); Particle (ecology); Inertia; Reynolds number; Classical mechanics; Added mass; Electric field; Electric current; Vibration; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003174309,0.0001009816,0.0003534764,0.00005695711,0.00002770064,0.0000105493,0.00007543146,0.00004364333,0.0001650162],"category_scores_gemma":[0.00001836322,0.00008221305,0.00006924427,0.0002704077,0.00008759075,0.0001206928,0.000005497355,0.00008512983,0.000002229275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002367364,"about_ca_system_score_gemma":0.000004851341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000464514,"about_ca_topic_score_gemma":0.00002805683,"domain_scores_codex":[0.9990005,0.0001119937,0.0004849252,0.0001239199,0.0001156801,0.0001629783],"domain_scores_gemma":[0.999774,0.00005128817,0.00001335288,0.0001196465,0.00001424544,0.00002747641],"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":[0.00005102262,0.0001421149,0.00003124294,0.0002857708,0.00008445338,0.000004064429,0.0007407953,0.384592,0.610244,0.0001060122,2.290782e-7,0.003718344],"study_design_scores_gemma":[0.001585628,0.00006935553,0.01316973,0.0004326356,0.0002101757,0.00002870536,0.0002359913,0.3915321,0.5915413,0.0006478605,0.0001798739,0.0003666181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870198,0.001517477,0.01102402,0.00002483382,0.0002106732,0.0001468379,0.00001023939,0.00002580384,0.00002028055],"genre_scores_gemma":[0.9989523,0.0008093338,0.000176256,0.000002409431,0.000009323006,0.00003612,8.448727e-7,0.00001066367,0.000002707956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01870259,"threshold_uncertainty_score":0.3352551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498418193410923,"score_gpt":0.2570628871143731,"score_spread":0.2320787051802639,"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."}}