{"id":"W2333506843","doi":"10.2514/6.2010-4895","title":"Chemically Reacting and Particle-Laden Multiphase Flow in an Molten Salt Vessel","year":2010,"lang":"en","type":"article","venue":"10th AIAA/ASME Joint Thermophysics and Heat Transfer Conference","topic":"Cyclone Separators and Fluid Dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Molten salt; Particle (ecology); Multiphase flow; Flow (mathematics); Materials science; Metallurgy; Chemistry; Geology; Mechanics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001298537,0.0002958373,0.0003623712,0.00004812266,0.00008564974,0.000129056,0.0001187663,0.0001544311,0.00003063556],"category_scores_gemma":[0.000007791687,0.0002859372,0.00004812987,0.0001242636,0.000104895,0.0003124091,0.00002395024,0.0005615816,0.000004642468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001648035,"about_ca_system_score_gemma":0.00003301016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001059596,"about_ca_topic_score_gemma":0.0002760107,"domain_scores_codex":[0.9987431,0.00002122268,0.0003287708,0.000364482,0.0001376614,0.0004047714],"domain_scores_gemma":[0.9993484,0.00004488754,0.000006408038,0.0002873332,0.00005423685,0.0002587213],"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":[0.00003502579,0.00008570316,0.001204149,0.0000692111,0.00001850428,0.00001405293,0.001760587,0.0007309245,0.9771337,0.003474783,0.000004189044,0.01546916],"study_design_scores_gemma":[0.001205399,0.00009448772,0.01198732,0.00006542406,0.00003125515,0.00001238118,0.0001198889,0.9420071,0.04258318,0.001327463,0.00007337459,0.0004926732],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934016,0.0001017707,0.005335858,0.0001078844,0.000141069,0.0002308006,0.00003578377,0.0001363686,0.0005088564],"genre_scores_gemma":[0.9983879,0.0002633826,0.001075023,0.000066735,0.0001059789,0.00002557603,0.00001836316,0.00005129382,0.000005767297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9412763,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354382291366961,"score_gpt":0.2151780452488322,"score_spread":0.2016342223351626,"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."}}