{"id":"W2681964092","doi":"10.1299/jsmeicone.2007.15._icone1510_365","title":"ICONE15-10676 FINNED FUEL ELEMENT TWO-PHASE FLOW PARAMETER MEASUREMENTS USING REAL-TIME NEUTRON RADIOGRAPHY","year":2007,"lang":"en","type":"article","venue":"The Proceedings of the International Conference on Nuclear Engineering (ICONE)","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; Korea Science and Engineering Foundation; Korea Atomic Energy Research Institute","keywords":"Neutron imaging; Materials science; Porosity; Void (composites); Mechanics; Local Void; Flashing; Two-phase flow; Breakup; Composite material; Neutron; Physics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000349133,0.0002062262,0.0001839337,0.0001001626,0.00013506,0.0001270857,0.0007335688,0.00002933333,0.0003226369],"category_scores_gemma":[0.000008653909,0.0001539466,0.0001919399,0.0001939998,0.00006165168,0.0001323379,0.000143017,0.0002531644,0.00002896819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005832421,"about_ca_system_score_gemma":0.00001747286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008803123,"about_ca_topic_score_gemma":3.920246e-7,"domain_scores_codex":[0.9987569,0.000005057047,0.0003284295,0.0002337638,0.0004139135,0.000261914],"domain_scores_gemma":[0.9992222,0.00004145632,0.0002403336,0.0001743815,0.0002550193,0.00006665093],"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":[0.0000789713,0.0002548657,0.0005786522,0.00001360912,0.0002792343,1.094682e-7,0.0002729357,0.003190274,0.8311331,0.1622732,0.0002799835,0.001645084],"study_design_scores_gemma":[0.003856879,0.0002981667,0.00736692,0.0004580139,0.0002607821,0.000005222436,0.0008617558,0.8756293,0.09257017,0.01296507,0.004779613,0.000948125],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857879,0.000002927867,0.0003360784,0.0005566311,0.0001774009,0.000297042,0.00002809814,0.00005321565,0.01276066],"genre_scores_gemma":[0.998069,0.000003767712,0.001476971,0.00005129211,0.0002383415,0.00001060292,0.000005480935,0.00004174537,0.0001027601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.872439,"threshold_uncertainty_score":0.627776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03479509170822543,"score_gpt":0.2738223897134319,"score_spread":0.2390272980052065,"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."}}