{"id":"W3048388632","doi":"10.1002/htj.21798","title":"Assessment of thermal characteristics of square wavy plates","year":2020,"lang":"en","type":"article","venue":"Heat Transfer","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nusselt number; Prandtl number; Heat transfer; Mechanics; Heat transfer coefficient; Rayleigh number; Materials science; Rayleigh scattering; Convective heat transfer; Thermal; Square (algebra); Aspect ratio (aeronautics); Thermodynamics; Natural convection; Physics; Geometry; Reynolds number; Optics; Mathematics; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001467479,0.0002311626,0.0001356593,0.0003235358,0.0001604814,0.0003458882,0.00017603,0.0002008239,0.001371183],"category_scores_gemma":[0.0004945988,0.0001498518,0.0001381774,0.0002076143,0.0004351224,0.0002355366,0.0002247716,0.0001402753,0.0001518913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093546,"about_ca_system_score_gemma":0.00008895055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004098383,"about_ca_topic_score_gemma":0.0004262778,"domain_scores_codex":[0.9999164,0.00001258124,0.000003407192,0.00001865692,0.00003296041,0.00001588541],"domain_scores_gemma":[0.9997285,0.0001017039,0.00004627485,0.00003717728,0.00006379732,0.00002259469],"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":[0.0005614135,0.0000288071,0.007260688,0.0001286922,0.0000277202,0.0003202888,0.0001392795,0.03320046,0.9482637,0.0003363584,0.0000748748,0.00965778],"study_design_scores_gemma":[0.0000415618,0.001388348,0.07229657,0.00003138847,0.00006329083,0.0006220418,0.0005503551,0.1471075,0.7759808,0.0003509455,0.001512629,0.00005460127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956651,0.00007651623,0.003586006,0.00000484268,0.000004444885,0.000007218903,0.00002098947,0.00003465087,0.0006003769],"genre_scores_gemma":[0.9989194,0.00002347825,0.0008122628,0.000002088204,0.00000108221,0.000003834156,0.00001625313,0.000004553381,0.0002170343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001371183,"threshold_uncertainty_score":0.004587054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776571292049837,"score_gpt":0.224441944105264,"score_spread":0.2066762311847656,"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."}}