{"id":"W3130263578","doi":"10.1007/s40430-021-02869-x","title":"Effect of strong electric field on heat transfer enhancement in a mini channel containing Al2O3/oil nanofluid","year":2021,"lang":"en","type":"article","venue":"Journal of the Brazilian Society of Mechanical Sciences and Engineering","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Nanofluid; Materials science; Heat transfer; Heat transfer enhancement; Volume fraction; Reynolds number; Pressure drop; Electric field; Mechanics; Particle (ecology); Analytical Chemistry (journal); Composite material; Heat transfer coefficient; Nanotechnology; Chemistry; Nanoparticle; Chromatography; Turbulence","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":[0.0008744789,0.0001409186,0.0003813931,0.00005395991,0.00004712335,0.00001556372,0.0002117744,0.0000965526,0.00001708064],"category_scores_gemma":[0.00004078831,0.00009738645,0.0002836398,0.000401092,0.00002061689,0.00009908612,0.00001925582,0.0002879505,1.546796e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004487444,"about_ca_system_score_gemma":0.00003820358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008789009,"about_ca_topic_score_gemma":0.000003928677,"domain_scores_codex":[0.998811,0.00003498266,0.0004332312,0.0001176858,0.0003419452,0.0002611261],"domain_scores_gemma":[0.9995574,0.0002324013,0.00001342465,0.00008808621,0.00003502358,0.00007370318],"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":[0.00005125974,0.00003526155,0.00004109159,0.0003616443,0.0000678104,0.00000342524,0.000419592,0.03302175,0.9617566,0.0005177929,0.0000572503,0.00366649],"study_design_scores_gemma":[0.0007562917,0.001290344,0.0000688278,0.0006601353,0.00002703075,0.00001948019,0.0001304556,0.1760756,0.8207755,0.0000203933,0.00006742655,0.0001084903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813859,0.002012265,0.01576123,0.0003484302,0.0003515349,0.0000539733,0.000001234102,0.0000077421,0.00007764619],"genre_scores_gemma":[0.998254,0.001264474,0.0003599172,0.00004990972,0.00005388551,0.000002117657,9.094611e-8,0.000009377995,0.000006230124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1430538,"threshold_uncertainty_score":0.3971304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007351669666500324,"score_gpt":0.2214262770248168,"score_spread":0.2140746073583165,"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."}}