{"id":"W2284710046","doi":"10.13182/nt07-a3902","title":"Simulation of the Internal Flows of an Inlet Diffuser Assembly for the CANDU-6 Moderator Analysis","year":2007,"lang":"en","type":"article","venue":"Nuclear Technology","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffuser (optics); Turbulence; Computational fluid dynamics; Mechanics; Inlet; Flow (mathematics); Internal flow; Fluid dynamics; Materials science; Physics; Mechanical engineering; Engineering; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001828606,0.00007799272,0.0001674878,0.0001990411,0.00003879643,0.000004725146,0.0003154021,0.0001762503,0.00001858596],"category_scores_gemma":[0.00004103421,0.00005208118,0.0000905179,0.000473931,0.00004330424,0.00003904765,0.00002327506,0.0001432567,0.000001119728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002889863,"about_ca_system_score_gemma":0.000005678436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002202747,"about_ca_topic_score_gemma":0.0004952546,"domain_scores_codex":[0.9994352,0.0000100168,0.0002181127,0.00009246811,0.00009507879,0.0001490945],"domain_scores_gemma":[0.9994503,0.00009298835,0.00002222421,0.0003634235,0.00005372363,0.00001728475],"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":[0.00004318469,0.00004288406,0.0005559538,0.00003456423,0.0004619342,8.734086e-7,0.0005792749,0.6468683,0.3234332,0.009424776,0.00001347548,0.0185415],"study_design_scores_gemma":[0.0002092007,0.00005345527,0.001016812,0.000005845901,0.0001297412,7.16332e-7,0.000147836,0.910584,0.08665992,0.0004747364,0.0006654034,0.00005231681],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6958426,0.00001651406,0.303696,0.00007974629,0.00007712739,0.0001331368,0.000009984615,0.00009653672,0.00004836298],"genre_scores_gemma":[0.9979999,0.000002133687,0.001921847,0.00002446618,0.00001578546,0.000004364047,9.656419e-7,0.00002602759,0.000004498625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3021573,"threshold_uncertainty_score":0.2123809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00920132012520897,"score_gpt":0.2370061128142731,"score_spread":0.2278047926890641,"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."}}