{"id":"W3083641331","doi":"10.1007/s13204-020-01548-y","title":"Numerical simulations for swimming of gyrotactic microorganisms with Williamson nanofluid featuring Wu’s slip, activation energy and variable thermal conductivity","year":2020,"lang":"en","type":"article","venue":"Applied Nanoscience","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fanshawe College","funders":"","keywords":"Nanofluid; Mechanics; Slip (aerodynamics); Heat transfer; Thermal conductivity; Dimensionless quantity; Materials science; Mass transfer; Flow (mathematics); Heat flux; Thermodynamics; Porous medium; Physics; Porosity; Composite material","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":[0.00006031458,0.0001535063,0.000204589,0.00004856841,0.0001472453,0.00003253833,0.0001134381,0.00007232161,0.00001285815],"category_scores_gemma":[0.00001787399,0.0001378359,0.00001909096,0.0004932934,0.0000716623,0.0002574752,0.00001468309,0.00007573934,6.443228e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003091748,"about_ca_system_score_gemma":0.00005059962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002267081,"about_ca_topic_score_gemma":0.000001644848,"domain_scores_codex":[0.9991438,0.000007751206,0.0001634756,0.0002793222,0.0001575586,0.0002481358],"domain_scores_gemma":[0.9995888,0.0001320791,0.00002387453,0.000115321,0.0000473637,0.00009251165],"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":[0.00004458183,0.00001952799,0.000147082,0.00007059547,0.00001323759,2.343405e-7,0.0003374247,0.0141935,0.9805123,0.003744744,0.00001689827,0.0008999367],"study_design_scores_gemma":[0.0005036978,0.00009442735,0.0005831505,0.00002046662,0.00002113867,0.00000171414,0.00003668897,0.02179766,0.9758354,0.0000722422,0.0008492814,0.0001840711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5506423,0.00004708894,0.4485883,0.00008098564,0.00005268946,0.000229514,0.00001006961,0.00008417029,0.0002648062],"genre_scores_gemma":[0.9924869,0.000008980935,0.007274811,0.0001014324,0.00005249624,0.00003064699,0.000005661395,0.00002818332,0.00001091044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4418446,"threshold_uncertainty_score":0.5620787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028334719583941,"score_gpt":0.1816506296055767,"score_spread":0.1713672824097373,"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."}}