{"id":"W7039971905","doi":"","title":"The numerical investigation and parametric study of cooling an array of heated blocks by a turbulent air jet in a three-dimensional domain","year":2009,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Plant and Fungal Species Descriptions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Manitoba Hydro","keywords":"Domain (mathematical analysis); Parametric statistics; Jet (fluid); Turbulence; Computer simulation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012755,0.0001212786,0.0002224275,0.0001151533,0.000117394,0.000005910879,0.0001518635,0.0001661071,7.99612e-7],"category_scores_gemma":[0.00001898348,0.000120421,0.00004622548,0.0002264218,0.00008943863,0.000006796667,0.00002325336,0.0001278425,1.93091e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002204989,"about_ca_system_score_gemma":0.00005258022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002487033,"about_ca_topic_score_gemma":0.2165509,"domain_scores_codex":[0.9992913,0.00007848944,0.0001331831,0.0002118634,0.0001768952,0.0001082869],"domain_scores_gemma":[0.9994572,0.00002454233,0.000218168,0.0001556021,0.0000979822,0.00004651756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002365527,0.00118465,0.1487302,0.00008447425,0.0002809667,0.00001917652,0.001048974,0.0005586527,0.8426499,0.00005159923,0.002370632,0.0006552428],"study_design_scores_gemma":[0.001747328,0.002147261,0.9459391,0.0001157572,0.0001463207,0.00000762067,0.02846465,0.0005335885,0.01980504,0.0001215467,0.0006640269,0.0003077085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990708,0.0004334095,0.0000427252,0.000071701,0.00003270871,0.0002599297,0.000037902,0.000003537144,0.00004732543],"genre_scores_gemma":[0.9990302,0.00007883676,0.0002208056,0.000007180478,0.00001123451,5.057162e-7,0.000589918,0.000005792877,0.00005551508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8228449,"threshold_uncertainty_score":0.797745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079064155707372,"score_gpt":0.2025134755949443,"score_spread":0.1917228340378706,"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."}}