{"id":"W1996122284","doi":"10.1080/08916152.2010.502049","title":"Laminar Natural Convection in a Square Cavity with a Partition on the Heated Vertical Wall","year":2010,"lang":"en","type":"article","venue":"Experimental Heat Transfer","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nusselt number; Natural convection; Laminar flow; Materials science; Partition (number theory); Rayleigh number; Grashof number; Thermodynamics; Mechanics; Convection; Physics; Reynolds number; Mathematics; Turbulence","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":[],"consensus_categories":[],"category_scores_codex":[0.00007955968,0.0002181563,0.00016847,0.00006426947,0.00009270453,0.00002970749,0.00008328239,0.0001231879,0.0003517768],"category_scores_gemma":[0.000001286627,0.0001485751,0.00006337401,0.0001767395,0.00008702833,0.0001367718,0.000002710332,0.0005602089,0.0000585556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009487099,"about_ca_system_score_gemma":0.0000127429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001567156,"about_ca_topic_score_gemma":0.0006984327,"domain_scores_codex":[0.9990359,0.00003749442,0.0001782691,0.0002149744,0.0002065388,0.0003268402],"domain_scores_gemma":[0.9996797,0.00004069592,4.447293e-7,0.0001823485,0.00001582021,0.00008094255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003367163,0.0002180485,0.0007781894,0.00001991633,0.00001821579,0.0000222827,0.001425489,0.0001312873,0.9940776,0.002784451,0.0001070823,0.00008076364],"study_design_scores_gemma":[0.001334166,0.0003679695,0.008433058,0.00005666299,0.000009347355,0.00002473238,0.0001779651,0.004672506,0.9842133,0.00000971155,0.0004680858,0.0002325196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972433,0.000158781,0.0002891873,0.0003868253,0.0004108512,0.000456588,0.00000709688,0.0001991784,0.0008482052],"genre_scores_gemma":[0.9994457,0.000009859024,0.00001510368,0.0002177851,0.00006569303,0.0001705437,0.00001905565,0.00003944952,0.0000167868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009864282,"threshold_uncertainty_score":0.6058717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007711366189151921,"score_gpt":0.2107116305181047,"score_spread":0.2030002643289528,"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."}}