{"id":"W2907232174","doi":"10.1007/s00162-018-0482-0","title":"Modified Rayleigh–Bénard convection driven by long-wavelength heating from above and below","year":2019,"lang":"en","type":"article","venue":"Theoretical and Computational Fluid Dynamics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Convection; Rayleigh–Bénard convection; Mechanics; Wavelength; Rayleigh number; Natural convection; Convection cell; Combined forced and natural convection; Work (physics); Physics; Materials science; Thermodynamics; Optics","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":[0.00008585374,0.0003695844,0.0004147368,0.0001738512,0.0003277374,0.000615332,0.0005096068,0.0004264572,0.001022777],"category_scores_gemma":[0.0003664466,0.0001875648,0.0002868811,0.0001128561,0.001015623,0.0004802464,0.000754629,0.0005920164,0.0001249271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004285167,"about_ca_system_score_gemma":0.0002905085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225404,"about_ca_topic_score_gemma":0.0007589994,"domain_scores_codex":[0.9999254,0.00001329271,0.000002411846,0.00002193936,0.00001772667,0.00001918681],"domain_scores_gemma":[0.9998869,0.00002419338,0.00002279561,0.00001357878,0.00001876465,0.00003384075],"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":[0.0007163705,0.0001521572,0.005154531,0.0001358269,0.0001180066,0.0009567912,0.0004151352,0.2273699,0.6894435,0.06470942,0.001167738,0.009660618],"study_design_scores_gemma":[0.00006494203,0.00006561098,0.006342973,0.000005539077,0.00001373496,0.0001847611,0.00003702001,0.9617438,0.02525174,0.005358282,0.0008844485,0.00004715869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630635,0.0004823645,0.0280397,0.000269035,0.0001552601,0.00002452169,0.00004598067,0.0001600331,0.007759633],"genre_scores_gemma":[0.99639,0.00004047862,0.001488886,0.00002356849,0.00001886074,0.00000545969,0.00001811055,0.00002000106,0.001994483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001225404,"threshold_uncertainty_score":0.003421545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002591166791944526,"score_gpt":0.1774997480861778,"score_spread":0.1749085812942333,"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."}}