{"id":"W2131786418","doi":"10.1016/j.jnnfm.2010.05.012","title":"Extensional dynamics of viscoplastic filaments: I. Long-wave approximation and the Rayleigh instability","year":2010,"lang":"en","type":"article","venue":"Journal of Non-Newtonian Fluid Mechanics","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Viscoplasticity; Instability; Mechanics; Physics; Rayleigh–Taylor instability; Perturbation (astronomy); Inertia; Classical mechanics; Rotational symmetry; Compressibility; Amplitude; Optics; Constitutive equation; Thermodynamics; Finite element method","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":[0.0008513324,0.0002010374,0.0004278235,0.0001381863,0.00007668534,0.00004232486,0.0001850836,0.0001604454,0.00004838155],"category_scores_gemma":[0.0001027498,0.0001428161,0.0001577526,0.0001575023,0.00009332666,0.0002142946,0.00003794478,0.0006077419,0.000002018994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000765279,"about_ca_system_score_gemma":0.00008797852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005222182,"about_ca_topic_score_gemma":0.00009730118,"domain_scores_codex":[0.9984976,0.00003561882,0.0007320446,0.0001279607,0.0003907953,0.0002159769],"domain_scores_gemma":[0.9990427,0.0001886324,0.000111448,0.0002438148,0.0002839067,0.0001295273],"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":[0.001245013,0.0005317224,0.0005683568,0.001239902,0.00070567,0.00008699069,0.001931409,0.03127116,0.816568,0.1254394,0.0003915199,0.02002085],"study_design_scores_gemma":[0.001904603,0.0001274764,0.001541511,0.00009830579,0.00009415,0.0002084419,0.00005828346,0.9885615,0.002210604,0.005002506,0.00005000569,0.0001426158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.633792,0.0001933835,0.3642775,0.0002623254,0.001067809,0.0002195897,0.00003075613,0.00001496433,0.0001415944],"genre_scores_gemma":[0.9907351,0.0004535815,0.008603076,0.0000448543,0.0001053849,0.000003616786,0.000006851775,0.00003415145,0.00001342066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9572904,"threshold_uncertainty_score":0.582387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005094622829939232,"score_gpt":0.1919036573273055,"score_spread":0.1868090344973663,"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."}}