{"id":"W4403024800","doi":"10.1016/j.icheatmasstransfer.2024.108120","title":"Comprehensive numerical and experimental analysis the impact of employing vortex generators on evaporative cooling process","year":2024,"lang":"en","type":"article","venue":"International Communications in Heat and Mass Transfer","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Evaporative cooler; Mechanics; Vortex; Process (computing); Materials science; Vortex generator; Nuclear engineering; Environmental science; Thermodynamics; Computer science; Physics; Engineering","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":[0.0002920754,0.0001797572,0.0003080084,0.0001818934,0.0003906804,0.0003401353,0.0003142573,0.0002571957,0.001752026],"category_scores_gemma":[0.0005622933,0.0001158006,0.0001797947,0.0002166543,0.000340799,0.0003531367,0.0001868415,0.0002415665,0.0001176357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002246583,"about_ca_system_score_gemma":0.0002362155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004807933,"about_ca_topic_score_gemma":0.0006333282,"domain_scores_codex":[0.9998935,0.00002035533,0.000004313753,0.00001817932,0.00004437093,0.00001931075],"domain_scores_gemma":[0.9997252,0.0001344587,0.00003143806,0.00002992683,0.00006973024,0.000009269902],"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":[0.001205849,0.0006321279,0.005170518,0.0004665097,0.00002854006,0.0001580752,0.0001950394,0.1058766,0.8460022,0.0023196,0.000882738,0.03706216],"study_design_scores_gemma":[0.00005546165,0.001312652,0.00830671,0.00001411976,0.00004194385,0.0000401116,0.0001100765,0.2883058,0.699657,0.0003497122,0.001779889,0.0000265475],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920037,0.0001923733,0.005860641,0.00003384302,0.00002176991,0.00002057439,0.00008398688,0.00006472437,0.001718339],"genre_scores_gemma":[0.9987732,0.00004304621,0.0007961375,0.000002071405,0.000002136474,0.00000885292,0.00002797461,0.000004522501,0.0003420899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001752026,"threshold_uncertainty_score":0.005861104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498732949201011,"score_gpt":0.3589495621959571,"score_spread":0.323962232703947,"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."}}