{"id":"W2074328973","doi":"10.1063/1.3552171","title":"Thin film flow on the inside surface of a horizontally rotating cylinder: Steady state solutions and their stability","year":2011,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Physics; Mechanics; Surface tension; Inertia; Dimensionless quantity; Cylinder; Linear stability; Instability; Steady state (chemistry); Biot number; Flow (mathematics); Capillary action; Classical mechanics; Capillary number; Viscosity; Inertial frame of reference; Thermodynamics; Geometry; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003339635,0.0001585057,0.0002213287,0.00001648018,0.00006933004,0.00001114898,0.0001627608,0.00003812948,0.00001344216],"category_scores_gemma":[0.00003078409,0.0001165388,0.00007190143,0.0001175724,0.0001114486,0.0001078105,0.00007354762,0.0001895083,0.000002450475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001867558,"about_ca_system_score_gemma":0.00002626734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001915078,"about_ca_topic_score_gemma":0.00005769735,"domain_scores_codex":[0.9992147,0.00004448611,0.0002678644,0.0001405437,0.0001338793,0.000198508],"domain_scores_gemma":[0.999294,0.0001811417,0.00004698429,0.0003564809,0.00008068667,0.00004064074],"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":[0.0001183197,0.0006713676,0.004451805,0.0006023797,0.0006443078,0.000002718679,0.07594571,0.3397802,0.4259444,0.1342076,0.0002640666,0.01736707],"study_design_scores_gemma":[0.0001791541,0.0001298533,0.002337419,0.00004508617,0.00001153412,3.953391e-7,0.0004695368,0.9352248,0.04397861,0.01748245,0.000005757654,0.0001354419],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853451,0.0001596902,0.0108742,0.00001980492,0.0001111366,0.0001860555,0.0001898971,0.00005710403,0.003057029],"genre_scores_gemma":[0.9972677,0.00004686456,0.002615112,0.00001042119,0.00001414194,0.000005757748,0.000007073823,0.0000263287,0.000006550078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5954446,"threshold_uncertainty_score":0.4752313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080119122144663,"score_gpt":0.1995162626426175,"score_spread":0.1687150714211708,"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."}}