{"id":"W2074533622","doi":"10.1115/1.4028369","title":"Natural Convection From Interrupted Vertical Walls","year":2014,"lang":"en","type":"article","venue":"Journal of Heat Transfer","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Natural convection; Nusselt number; Multiphysics; Mechanics; Heat transfer; Fin; Materials science; Convection; Forced convection; Engineering; Structural engineering; Finite element method; Composite material; Physics; Reynolds number","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001649201,0.000290056,0.0002457405,0.00013425,0.000158635,0.0003430272,0.0002898371,0.0001636863,0.001062505],"category_scores_gemma":[0.000363038,0.0001229668,0.000179877,0.0001359129,0.0003429524,0.0002758537,0.0004239225,0.0002588888,0.0002088966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577377,"about_ca_system_score_gemma":0.0001450069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000264975,"about_ca_topic_score_gemma":0.0002486942,"domain_scores_codex":[0.9998558,0.000009456674,0.000005591188,0.00003379035,0.0000557011,0.00003971242],"domain_scores_gemma":[0.9997796,0.00005764573,0.00005567318,0.000050113,0.00003318524,0.00002378007],"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":[0.0002051332,0.00002613201,0.00128516,0.0001621188,0.000009115868,0.0001285543,0.00008574078,0.006868143,0.9810321,0.001060228,0.0001919357,0.008945717],"study_design_scores_gemma":[0.00002404404,0.0005492318,0.005891166,0.00002100982,0.00001174841,0.0001514884,0.00006782078,0.03730199,0.9522054,0.000397637,0.003361851,0.00001663501],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814967,0.0003329176,0.01392056,0.00002147599,0.00003783187,0.00001624042,0.0000708691,0.0001347361,0.003968779],"genre_scores_gemma":[0.9950849,0.0001004203,0.003103188,0.000006240038,0.000005604106,0.00001356342,0.00008383514,0.00001490346,0.001587273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001062505,"threshold_uncertainty_score":0.003554463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007365919078890624,"score_gpt":0.2059227859623907,"score_spread":0.1985568668835001,"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."}}