{"id":"W2791908081","doi":"10.1016/j.jnnfm.2018.03.011","title":"Instabilities of a power–law film over an inclined permeable plane: A two–sided model","year":2018,"lang":"en","type":"article","venue":"Journal of Non-Newtonian Fluid Mechanics","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Power-law fluid; Dimensionless quantity; Darcy's law; Mechanics; Stability (learning theory); Flow (mathematics); Porous medium; Inclined plane; Power law; Nonlinear system; Plane (geometry); Porosity; Materials science; Mathematics; Thermodynamics; Geology; Physics; Geotechnical engineering; Geometry; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006956597,0.000325241,0.0006353525,0.0002648076,0.0001062259,0.00006714543,0.0005214777,0.0002113543,0.0001850635],"category_scores_gemma":[0.00008043583,0.0003053248,0.0002287378,0.0002334238,0.00007933779,0.0005830802,0.00009422207,0.0004248475,0.00001227379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607952,"about_ca_system_score_gemma":0.0002193625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007391357,"about_ca_topic_score_gemma":0.0001724305,"domain_scores_codex":[0.9977429,0.00004010427,0.001024246,0.0002042167,0.0005388094,0.0004497428],"domain_scores_gemma":[0.9984704,0.00006766323,0.000249727,0.0004857691,0.00043842,0.0002880353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003264278,0.0002714248,0.0000305717,0.0001818259,0.0002829997,0.00005829182,0.004740858,0.2667256,0.6862388,0.03865106,0.002150703,0.0003413758],"study_design_scores_gemma":[0.001416603,0.0008855154,0.00002817237,0.0001787321,0.00005720715,0.0001056918,0.0002788876,0.9694363,0.01861374,0.008263502,0.0004299557,0.0003056251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539924,0.000188215,0.04034415,0.00004849612,0.001314174,0.0001822136,0.0001143032,0.00007116784,0.003744921],"genre_scores_gemma":[0.9801916,0.00007809658,0.01906637,0.0001810139,0.000240355,0.000002935902,0.000008260119,0.00009052421,0.0001408254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7027107,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008448383735149324,"score_gpt":0.2324646968502356,"score_spread":0.2240163131150862,"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."}}