{"id":"W3083261807","doi":"10.1063/5.0018711","title":"Azimuthal instability of the radial thermocapillary flow around a hot bead trapped at the water–air interface","year":2020,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Agence Nationale de la Recherche","keywords":"Vortex; Instability; Rotational symmetry; Flow (mathematics); Stratified flow; Vortex ring; Convection; Boundary value problem; Two-phase flow; Symmetry (geometry)","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":[0.0001330041,0.0001835067,0.000262073,0.000009044648,0.00006766078,0.00001126345,0.0004704946,0.00006066287,0.00003851873],"category_scores_gemma":[0.00001569388,0.00009463777,0.0002120889,0.0001543604,0.0002136929,0.00008271325,0.0001949589,0.0002113191,0.00001349355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004240052,"about_ca_system_score_gemma":0.0000208402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003234479,"about_ca_topic_score_gemma":0.000009503085,"domain_scores_codex":[0.9990482,0.00004904566,0.000287332,0.0001685044,0.0002337932,0.000213181],"domain_scores_gemma":[0.9993422,0.0000581042,0.00003055981,0.0004743079,0.00004266456,0.00005218047],"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":[0.00009288116,0.00006615065,0.0004407003,0.0002248048,0.000162995,7.338738e-7,0.008275798,0.09281868,0.8933338,0.0008789895,0.0004522439,0.003252234],"study_design_scores_gemma":[0.0003964756,0.0000717904,0.001094408,0.00002099019,0.00003424188,0.000001157833,0.0001243674,0.5461501,0.4499508,0.001347921,0.0006473505,0.0001604492],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952088,0.0003121752,0.00224903,0.0005573574,0.000367194,0.0002324753,0.0001037155,0.00005651486,0.0009127531],"genre_scores_gemma":[0.9996123,0.0000328695,0.00007092193,0.00007465533,0.0001331723,0.000007622914,0.00001091196,0.00003472482,0.00002280725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4533314,"threshold_uncertainty_score":0.3859216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255180187591807,"score_gpt":0.2001697487473613,"score_spread":0.1876179468714432,"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."}}