{"id":"W2146706334","doi":"10.1007/s00231-003-0418-z","title":"Conjugate heat transfer in enclosures with openings for ventilation","year":2004,"lang":"en","type":"article","venue":"Heat and Mass Transfer","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Nusselt number; Streamlines, streaklines, and pathlines; Heat transfer; Materials science; Thermodynamics; Natural convection; Heat flux; Mechanics; Rayleigh number; Isothermal process; Adiabatic process; Heat transfer coefficient; 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":[0.0002712658,0.0002655473,0.000437579,0.0001349563,0.0003240498,0.000656068,0.0002390358,0.0004087889,0.001274649],"category_scores_gemma":[0.001220156,0.0001919531,0.0002672781,0.0001092189,0.0007374469,0.0008545064,0.0008397555,0.0003774216,0.0001931373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000295506,"about_ca_system_score_gemma":0.0001580071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001683099,"about_ca_topic_score_gemma":0.0001561204,"domain_scores_codex":[0.999897,0.00003535864,0.000004120723,0.00001867557,0.00002719867,0.00001765513],"domain_scores_gemma":[0.9997892,0.000134834,0.0000203463,0.00002474019,0.00001387854,0.00001706188],"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":[0.00089541,0.0001697668,0.00526908,0.0003243322,0.00003033733,0.0005265923,0.0005094974,0.1845525,0.6784099,0.07948738,0.0009335295,0.04889164],"study_design_scores_gemma":[0.00006567164,0.0003626769,0.006482591,0.00002258643,0.00002387667,0.0003308534,0.0001013828,0.6351859,0.3436173,0.01086101,0.002907724,0.00003855187],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9103181,0.0008075996,0.08288467,0.0001422067,0.00009634792,0.00002593006,0.00002605273,0.00009570495,0.005603367],"genre_scores_gemma":[0.9960909,0.00009574214,0.002438854,0.00000560967,0.00001219848,0.000008858464,0.00001061601,0.00002087916,0.001316249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001274649,"threshold_uncertainty_score":0.004264116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009231208394589945,"score_gpt":0.2023263477086075,"score_spread":0.1930951393140176,"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."}}