{"id":"W4313358484","doi":"10.4171/rlm/986","title":"Internal mode-induced growth in $3$d nonlinear Klein–Gordon equations","year":2022,"lang":"en","type":"article","venue":"Rendiconti Lincei Matematica e Applicazioni","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics; Nonlinear system; Klein–Gordon equation; Mathematical analysis; Mathematical physics; Applied mathematics; Pure mathematics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004491523,0.000681452,0.0004651466,0.0005519544,0.0005273148,0.001213879,0.000691445,0.0007875387,0.002213456],"category_scores_gemma":[0.001718444,0.0003296822,0.0007564548,0.0002372332,0.001568142,0.001143558,0.002223628,0.001034098,0.0002525436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050014,"about_ca_system_score_gemma":0.0005265391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002670399,"about_ca_topic_score_gemma":0.001205965,"domain_scores_codex":[0.9998282,0.00004330608,0.00001002136,0.00002505028,0.00005984183,0.00003357956],"domain_scores_gemma":[0.9995252,0.0001645355,0.00008750155,0.00004262993,0.000081657,0.00009856546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001305058,0.00006149706,0.002405527,0.0001451818,0.00004528373,0.0007883516,0.0008576259,0.1010177,0.06893177,0.8163916,0.001321518,0.007903461],"study_design_scores_gemma":[0.00003667779,0.00006688889,0.001198303,0.00001533379,0.00001163254,0.0002701137,0.0001523398,0.7566903,0.006036813,0.2344313,0.001046927,0.0000435107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7444493,0.0004617079,0.2227766,0.001493456,0.0001811846,0.00006655283,0.0001171415,0.0003270701,0.03012702],"genre_scores_gemma":[0.975337,0.0002422004,0.01334615,0.0001555685,0.00004611121,0.00005578068,0.00005933033,0.00007636692,0.01068144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002670399,"threshold_uncertainty_score":0.007618368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324561317062469,"score_gpt":0.2584239676390339,"score_spread":0.2451783544684092,"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."}}