{"id":"W2108512097","doi":"10.1038/ncomms8409","title":"Influence of slip on the Plateau–Rayleigh instability on a fibre","year":2015,"lang":"en","type":"article","venue":"Nature Communications","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Instability; Slip (aerodynamics); Materials science; Wavelength; Mechanics; Rayleigh scattering; Rayleigh–Taylor instability; Boundary value problem; Coating; Boundary layer; Composite material; Optics; Physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002376739,0.00008517903,0.00009088589,0.00003982139,0.00007478586,0.00001237427,0.0008766239,0.0001493419,0.00000416992],"category_scores_gemma":[0.0002867926,0.00006118116,0.00003558494,0.0002165687,0.00008755683,0.00004825327,0.0001180451,0.0008513468,0.00002840405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005430946,"about_ca_system_score_gemma":0.0000264115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001869845,"about_ca_topic_score_gemma":0.00009066417,"domain_scores_codex":[0.9994964,0.00005413319,0.0001455502,0.0000722263,0.0001421549,0.00008955983],"domain_scores_gemma":[0.9976391,0.0003473403,0.00002756342,0.001841391,0.0001022998,0.00004232007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002539937,0.0002081215,0.002343366,0.000028632,0.00006692916,5.329259e-7,0.001625109,0.2208577,0.002136184,0.7603547,0.01153078,0.0008225314],"study_design_scores_gemma":[0.001304541,0.000426334,0.2117745,0.00041816,0.00005980005,0.000008651796,0.0005635991,0.5221778,0.006633816,0.02640884,0.2293075,0.0009163911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683836,0.0007108446,0.000009488771,0.001785255,0.00009376625,0.0001541168,0.0000442222,0.00009508048,0.0287237],"genre_scores_gemma":[0.9990971,0.00009129805,0.0004914326,0.0002327351,0.000009290001,0.00001921694,0.00001942943,0.00001230866,0.000027157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7339458,"threshold_uncertainty_score":0.3698725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150450903080645,"score_gpt":0.2534207931175647,"score_spread":0.2319162840867582,"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."}}