{"id":"W4397048579","doi":"10.1016/j.jnnfm.2024.105260","title":"Long-wave instabilities of a power-law fluid flowing over a heated, uneven and porous incline: A two-sided model","year":2024,"lang":"en","type":"article","venue":"Journal of Non-Newtonian Fluid Mechanics","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mechanics; Power-law fluid; Porosity; Power law; Power (physics); Materials science; Law; Physics; Thermodynamics; Flow (mathematics); Composite material; Political science; Mathematics","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":[0.0005155868,0.0009879288,0.001616345,0.001184066,0.001344605,0.002899083,0.003322997,0.006514353,0.00336238],"category_scores_gemma":[0.002182015,0.000921395,0.001588549,0.0008389461,0.004083398,0.002927536,0.002284336,0.001726877,0.0005723984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263591,"about_ca_system_score_gemma":0.001255117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01531556,"about_ca_topic_score_gemma":0.005174568,"domain_scores_codex":[0.9996822,0.00009163927,0.00001836381,0.00007100079,0.00005894665,0.00007786556],"domain_scores_gemma":[0.9992575,0.0002419369,0.0001192883,0.00008309763,0.0001219204,0.0001762577],"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":[0.0002153637,0.0002434661,0.001296696,0.00007741856,0.00003669498,0.0007601516,0.0001870583,0.9569998,0.005292763,0.03177078,0.0008719761,0.002247717],"study_design_scores_gemma":[0.00002534246,0.00001435786,0.000139981,0.000003180035,0.000005327181,0.00002116743,0.00002281621,0.9980322,0.0001129454,0.001496917,0.0001144221,0.00001141622],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7328637,0.00169713,0.1691917,0.004159237,0.0006857128,0.0003127056,0.0007554682,0.0006115079,0.08972292],"genre_scores_gemma":[0.9734514,0.0004489048,0.005820611,0.0002297803,0.0001501047,0.0001131161,0.0001263892,0.0001033369,0.01955613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531556,"threshold_uncertainty_score":0.03045285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008332869644363928,"score_gpt":0.2231492709824748,"score_spread":0.2148164013381108,"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."}}