{"id":"W7116927379","doi":"10.1016/j.ijthermalsci.2025.110617","title":"Effects of flow slip and temperature jump on heat transfer in a ribbed microfluidic channel using lattice Boltzmann method","year":2025,"lang":"en","type":"article","venue":"International Journal of Thermal Sciences","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Ministry of Science and Technology, Taiwan; National Science and Technology Council","keywords":"Temperature jump; Knudsen number; Heat transfer; Reynolds number; Slip (aerodynamics); Lattice Boltzmann methods; Thermal; Jump","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":[0.00053662,0.0001068539,0.0002124672,0.0003984476,0.00004667483,0.00004859528,0.0002631275,0.00004814977,0.000005459235],"category_scores_gemma":[0.00008068095,0.0000814283,0.0000635725,0.0002610348,0.00008634695,0.0002642,0.00002974688,0.000157352,5.185253e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006320686,"about_ca_system_score_gemma":0.00003638723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001910703,"about_ca_topic_score_gemma":0.000004039542,"domain_scores_codex":[0.9990337,0.00006852711,0.0003256238,0.0001022415,0.0003478398,0.0001220312],"domain_scores_gemma":[0.9993558,0.0004037749,0.00002805861,0.00003746789,0.0001461701,0.00002872132],"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":[0.0001290833,0.00007287141,0.001955196,0.0001000028,0.0002699097,0.00003475124,0.001837183,0.2928839,0.6996708,0.0003934329,0.00008714746,0.002565695],"study_design_scores_gemma":[0.003579161,0.0002560629,0.1011252,0.002140431,0.0001401814,0.00007492386,0.0006388213,0.2924541,0.5977277,0.001037257,0.0004600905,0.000366077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915275,0.003341151,0.003453317,0.0004335161,0.0008490317,0.0000800249,0.000004079413,0.000009152155,0.0003022532],"genre_scores_gemma":[0.9977259,0.000193764,0.001820047,0.0001503446,0.00008885516,0.000001130121,1.675295e-7,0.000005546854,0.00001425577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019431,"threshold_uncertainty_score":0.3320549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508075090065463,"score_gpt":0.3016650707799251,"score_spread":0.2865843198792705,"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."}}