{"id":"W4223921397","doi":"10.1115/1.4054352","title":"Horizontal Chimney Effect","year":2022,"lang":"en","type":"article","venue":"Journal of Heat Transfer","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Chimney (locomotive); Groove (engineering); Prandtl number; Natural convection; Mechanics; Flow (mathematics); Geometry; Convection; Horizontal and vertical; Net (polyhedron); Materials science; Geology; Engineering; Physics; Mechanical engineering; Mathematics; Inlet","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003803914,0.000162971,0.0003362909,0.0001813743,0.0001219648,0.00001767239,0.0002042613,0.00004670208,0.00100599],"category_scores_gemma":[0.000002205089,0.0001392758,0.0003030596,0.0001785648,0.00001700294,0.0001456625,0.000006326652,0.0006290202,0.00001416711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160666,"about_ca_system_score_gemma":0.00003376138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004285764,"about_ca_topic_score_gemma":0.000002679149,"domain_scores_codex":[0.9987932,0.00007195412,0.00038529,0.00008112055,0.0004095993,0.0002588667],"domain_scores_gemma":[0.9996786,0.0000536408,0.000001840732,0.0001065982,0.00002681573,0.0001325735],"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":[0.0006131921,0.000191623,0.002096889,0.0002222721,0.0004505439,0.0006000645,0.001185365,0.02510241,0.9488822,0.0007975071,0.01227057,0.007587309],"study_design_scores_gemma":[0.01460345,0.01105741,0.008775471,0.0001627835,0.0006843645,0.005603103,0.0002925447,0.004109625,0.6750759,0.000227622,0.2779236,0.00148406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851636,0.002316509,0.008475536,0.0001869053,0.001650196,0.000131946,0.00002337147,0.00006770062,0.001984235],"genre_scores_gemma":[0.9993005,0.0001696294,0.00007073537,0.00008001808,0.0002937179,0.00001008758,0.000002363745,0.00004473452,0.00002821416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2738063,"threshold_uncertainty_score":0.9999073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004201917897676297,"score_gpt":0.1828993398474871,"score_spread":0.1786974219498108,"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."}}