{"id":"W6995529346","doi":"","title":"An Overview of the CFD Activities at IAR (Past and Present)","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Field (mathematics); Trajectory; Work (physics)","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":[0.00003987067,0.00008438283,0.00009752523,0.00001598302,0.00002594038,0.00001089275,0.0001329281,0.00003777707,0.0006860226],"category_scores_gemma":[0.000001847832,0.00006964451,0.00002817268,0.0000589644,0.00003609289,0.000087865,0.00002985478,0.00007722165,0.0000182935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002453757,"about_ca_system_score_gemma":0.000002371021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003109404,"about_ca_topic_score_gemma":0.00000556252,"domain_scores_codex":[0.9996145,0.00001495903,0.00007978918,0.00007267924,0.00009333876,0.0001246785],"domain_scores_gemma":[0.9996547,0.00001897603,0.000008965894,0.0002757164,0.000004056039,0.00003764396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003851761,0.0001050981,0.001392353,0.0007707911,0.0001593604,0.000006882283,0.003060188,0.243655,0.613479,0.002289383,0.01314463,0.1218988],"study_design_scores_gemma":[0.0009160263,0.000138473,0.09068511,0.00026265,0.00007850701,0.00006648603,0.00009517493,0.3144024,0.1143417,0.001693755,0.4765294,0.0007902984],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714064,0.0003548496,0.00001345404,0.00006030275,0.00007106,0.00006892947,0.000007158813,0.0001304441,0.02788742],"genre_scores_gemma":[0.9987557,0.0002827428,0.0002825879,0.00001744875,0.00006812373,0.000003321185,6.95998e-7,0.00003478117,0.0005546039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4991373,"threshold_uncertainty_score":0.7511467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402176530160049,"score_gpt":0.2187019211453574,"score_spread":0.2046801558437569,"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."}}