{"id":"W4393232263","doi":"10.1017/jfm.2024.160","title":"On the linear stability of the Lamb–Chaplygin dipole","year":2024,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Quantum chaos and dynamical systems","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Division of Mathematical Sciences; Engineering and Physical Sciences Research Council; Alliance de recherche numérique du Canada; Natural Sciences and Engineering Research Council of Canada; Isaac Newton Institute for Mathematical Sciences","keywords":"Physics; Stability (learning theory); Mechanics; Dipole; Chaplygin gas; Linear stability; Classical mechanics; Instability; Computer science; Quantum mechanics","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":[0.0007184836,0.00009206805,0.0001821646,0.00002262048,0.00006096158,0.00003002129,0.0002704107,0.00003061118,0.0003002898],"category_scores_gemma":[0.00003212773,0.00004078231,0.0003043491,0.0001498841,0.00002052693,0.00004970435,0.00005059324,0.0003109912,0.00001751239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002778779,"about_ca_system_score_gemma":0.0000877924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002588414,"about_ca_topic_score_gemma":0.000001337493,"domain_scores_codex":[0.9990107,0.00009848465,0.0003843246,0.00008145929,0.0003022215,0.0001228348],"domain_scores_gemma":[0.999237,0.0002298358,0.000159699,0.0002338763,0.00009224815,0.00004732336],"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":[0.00002619034,0.0001074463,0.0001176735,0.00003379502,0.0001007823,0.000001676173,0.0002147409,0.0002091732,0.02548582,0.9708375,0.001728528,0.001136719],"study_design_scores_gemma":[0.0005765689,0.0006760091,0.0001631431,0.0008351896,0.0001783051,0.00001647588,0.001357148,0.5356195,0.08482459,0.352662,0.0228201,0.0002710057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735577,0.0003212669,0.02123732,0.002071584,0.001488788,0.0001574499,0.00004624857,0.000007209363,0.001112468],"genre_scores_gemma":[0.9993876,0.000005318124,0.00003135984,0.00005044834,0.0003936466,0.000001675322,4.197833e-7,0.00001070162,0.0001187836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6181755,"threshold_uncertainty_score":0.3287962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413254827541808,"score_gpt":0.2375488762476775,"score_spread":0.2234163279722595,"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."}}