{"id":"W1979843554","doi":"10.1016/j.nucengdes.2010.08.025","title":"Gap instability of laminar flows in eccentric annular channels","year":2011,"lang":"en","type":"article","venue":"Nuclear Engineering and Design","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reynolds number; Instability; Mechanics; Laminar flow; Flow visualization; Eccentricity (behavior); Physics; Hele-Shaw flow; Flow (mathematics); Open-channel flow; Mathematics; Geometry; Turbulence","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":[0.0002001895,0.000138464,0.0002079431,0.0001671746,0.00001251099,0.000009795056,0.00008797096,0.00008430981,0.00003932559],"category_scores_gemma":[0.0000227846,0.0001463274,0.0000353902,0.0001924113,0.00001306666,0.00008447303,0.00002220619,0.0001246648,0.000008119898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002698655,"about_ca_system_score_gemma":0.000004293608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002234095,"about_ca_topic_score_gemma":9.411101e-7,"domain_scores_codex":[0.999351,0.00001373741,0.0002049636,0.0001385567,0.00007692896,0.0002147825],"domain_scores_gemma":[0.9997147,0.0000268121,0.00001248232,0.0001655966,0.00001471543,0.00006566714],"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":[0.00002777014,0.00007700073,0.0005930128,0.0003032611,0.00003162281,0.00002940609,0.0015742,0.9853402,0.006013259,0.003479159,0.00007119166,0.002459899],"study_design_scores_gemma":[0.0002497846,0.00005479589,0.003639214,0.0000415936,0.00000617393,0.000004595175,0.00001483666,0.9947534,0.0005088856,0.0001089478,0.0004630212,0.0001548161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846579,0.0006876555,0.01284563,0.000003543894,0.0002339242,0.0001797623,0.000004516497,0.0002084116,0.001178628],"genre_scores_gemma":[0.9924076,0.0001585248,0.007360991,0.00000379206,0.00001601619,0.000004842452,0.000001009952,0.00004038534,0.000006900142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009413118,"threshold_uncertainty_score":0.5967057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900867108365372,"score_gpt":0.1730431046789585,"score_spread":0.1540344335953048,"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."}}