{"id":"W4390058182","doi":"10.18280/mmep.100620","title":"Exploring Micromagnetorotation in Maxwell Viscous Fluid Flow Within a Porous Cylinder","year":2023,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Airlangga","keywords":"Mechanics; Cylinder; Porous medium; Viscous liquid; Flow (mathematics); Porosity; Fluid dynamics; Physics; Geology; Classical mechanics; Geotechnical engineering; Geometry; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002093101,0.0001952433,0.0002731596,0.0004077636,0.0003905616,0.0005442994,0.000216336,0.0003715436,0.000307702],"category_scores_gemma":[0.0006634204,0.0001103498,0.0001674837,0.0002090395,0.001190494,0.000478238,0.0003862582,0.000198368,0.00004738999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003730655,"about_ca_system_score_gemma":0.0004890633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196508,"about_ca_topic_score_gemma":0.001053314,"domain_scores_codex":[0.9999218,0.00001426905,0.000003285603,0.00001727626,0.00001903959,0.00002421743],"domain_scores_gemma":[0.9997821,0.0001140281,0.00005348865,0.000009051984,0.00002235675,0.00001885096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004181167,0.0001827413,0.00565843,0.0002817213,0.0000246071,0.001327422,0.000810671,0.5017868,0.407955,0.06348395,0.0002949752,0.01777557],"study_design_scores_gemma":[0.00001940112,0.0001504587,0.002690044,0.00001490615,0.000007333865,0.0002086696,0.0001567238,0.9566967,0.03476956,0.004446407,0.0008090663,0.00003074192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375747,0.0005095951,0.05875313,0.0001343536,0.00002243003,0.00002636271,0.00002872527,0.00006964512,0.002881137],"genre_scores_gemma":[0.9931416,0.000170996,0.006021691,0.00001225121,0.00000649177,0.00001062424,0.00001365617,0.000006554726,0.0006161518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002196508,"threshold_uncertainty_score":0.004367411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05623734584524734,"score_gpt":0.2046620708713046,"score_spread":0.1484247250260573,"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."}}