{"id":"W2956165046","doi":"10.3934/dcds.2019267","title":"Accelerating dynamical peakons and their behaviour","year":2019,"lang":"en","type":"article","venue":"Discrete and Continuous Dynamical Systems","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Peakon; Acceleration; Nonlinear system; Amplitude; Breather; Constant (computer programming); Mathematical analysis; Physics; Applied mathematics; Computer science; Classical mechanics; Mathematics; Optics","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":[0.0002711407,0.0003394228,0.0001972674,0.0006409175,0.0004765358,0.0006230085,0.000435951,0.0005244056,0.002823095],"category_scores_gemma":[0.001684404,0.0001872276,0.000224207,0.0003022622,0.001018579,0.0008508161,0.0007014975,0.0006946761,0.0002241974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004311477,"about_ca_system_score_gemma":0.0002541809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000722562,"about_ca_topic_score_gemma":0.0005232118,"domain_scores_codex":[0.9999063,0.00002590018,0.000004947824,0.00001359113,0.00003157436,0.00001764995],"domain_scores_gemma":[0.9995876,0.000146401,0.00008935053,0.00003810497,0.00007646508,0.00006207135],"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":[0.000083492,0.00003563212,0.002853183,0.0001059999,0.00003088217,0.0007380228,0.0006103069,0.06037667,0.04194236,0.8725057,0.001531985,0.01918569],"study_design_scores_gemma":[0.00003011369,0.00008266254,0.002681816,0.00003360665,0.00001642761,0.0007638903,0.0002259209,0.6404833,0.007612398,0.3430138,0.005000142,0.00005584102],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7608066,0.001001651,0.1818561,0.0005023416,0.0001187349,0.00006264917,0.0000829268,0.0003485634,0.05522039],"genre_scores_gemma":[0.9798123,0.0002494264,0.01230958,0.00005760985,0.00003223131,0.00002932895,0.0000327043,0.00004187191,0.007435015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002823095,"threshold_uncertainty_score":0.009444177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005783527926849112,"score_gpt":0.2231269667610512,"score_spread":0.2173434388342021,"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."}}