{"id":"W2945771195","doi":"10.1615/ihtc3.1010","title":"UNSTEADY FREE CONVECTION FROM A LARGE HORIZONTAL SURFACE","year":2019,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 3","topic":"Fluid dynamics and aerodynamics studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Convection; Natural convection; Mechanics; Geology; Meteorology; 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":[0.00007635501,0.0001546883,0.000203514,0.00006372099,0.00002848879,0.00004043118,0.0002785205,0.00006066318,0.0002435611],"category_scores_gemma":[0.000006992101,0.0001591789,0.00006693081,0.00007671776,0.00002526926,0.00021557,0.00003278745,0.0001530724,0.00003024237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006704171,"about_ca_system_score_gemma":0.0000202385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000161087,"about_ca_topic_score_gemma":0.000101874,"domain_scores_codex":[0.9991258,0.000003596038,0.000246877,0.0001911294,0.0002535835,0.0001789474],"domain_scores_gemma":[0.9995808,0.00003468848,0.000005798406,0.00009518655,0.0002457765,0.00003772082],"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":[0.00008017904,0.0001426851,0.198674,0.0002079718,0.00072095,0.000002293527,0.002385465,0.006145319,0.6530515,0.1379861,0.0002167362,0.000386728],"study_design_scores_gemma":[0.001516808,0.0001022095,0.01637477,0.00023229,0.00003484928,0.000003020754,0.0009006402,0.9564334,0.02147446,0.002267477,0.0003056008,0.0003545046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593325,0.0001114377,0.02373204,0.0001267406,0.001151611,0.0001473008,0.0003329384,0.0001102231,0.01495525],"genre_scores_gemma":[0.9992631,0.0001819488,0.0002923847,0.00001062397,0.0000648293,0.00000714964,0.00006718632,0.00002188507,0.0000908638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9502881,"threshold_uncertainty_score":0.6491127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007891977183779998,"score_gpt":0.1987611269126862,"score_spread":0.1908691497289063,"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."}}