{"id":"W2034216618","doi":"10.1115/imece2005-80134","title":"A Numerical Study of the Natural Convective Heat Transfer From a Partially Covered Recessed Isothermal Vertical Surface","year":2005,"lang":"en","type":"article","venue":"","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Adiabatic process; Isothermal process; Mechanics; Laminar flow; Natural convection; Heat transfer; Materials science; Adiabatic wall; Prandtl number; Thermodynamics; Physics","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":[0.00005839615,0.0002143191,0.0003611137,0.00001709057,0.00006580933,0.00001452006,0.000196522,0.00005912185,0.0001743497],"category_scores_gemma":[0.00001724171,0.000145083,0.0001003357,0.0002124051,0.00008224037,0.0001219313,0.00001380518,0.0002572895,0.00002002968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008147811,"about_ca_system_score_gemma":0.00002180918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005061186,"about_ca_topic_score_gemma":0.001315985,"domain_scores_codex":[0.9987955,0.0001258736,0.0003086943,0.0002201158,0.000279279,0.0002705544],"domain_scores_gemma":[0.999427,0.0002328703,0.000001960869,0.0002329296,0.000047336,0.00005791426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001133572,0.002259869,0.1207371,0.00007433265,0.003239017,0.00001330116,0.0596031,0.4768083,0.333053,0.0005288321,0.001172599,0.001376936],"study_design_scores_gemma":[0.004664372,0.0003480925,0.4969932,0.00003037918,0.0001651279,0.000001833666,0.001256647,0.1355265,0.3601724,0.00001744783,0.0003624665,0.0004615346],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930779,0.0003704324,0.003955928,0.000432341,0.0002572712,0.0005298387,0.00001745858,0.000149486,0.001209334],"genre_scores_gemma":[0.9996728,0.00001289403,0.00006947366,0.0001061871,0.00006204723,0.0000220119,0.000001081478,0.00003255048,0.00002096227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.376256,"threshold_uncertainty_score":0.5916314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091415414107422,"score_gpt":0.222646744615643,"score_spread":0.2117325904745687,"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."}}