{"id":"W2030992357","doi":"10.1098/rspa.2000.0715","title":"On the exact speed and amplitude of solitary waves in fluid-filled elastic tubes","year":2001,"lang":"en","type":"article","venue":"Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Amplitude; Exact solutions in general relativity; Physics; Algebraic number; Classical mechanics; Mathematical analysis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001973291,0.0001073334,0.0002044019,0.00001134792,0.00008800181,0.00003260974,0.0001720087,0.00001824088,0.00001316856],"category_scores_gemma":[0.00004853822,0.00005410508,0.0001087016,0.0001682185,0.0003411765,0.00005620523,0.00008089668,0.000114323,5.482851e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003831321,"about_ca_system_score_gemma":0.000007243303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002205042,"about_ca_topic_score_gemma":5.618487e-8,"domain_scores_codex":[0.9993551,0.000003039305,0.0001511067,0.0001360868,0.000177622,0.0001770068],"domain_scores_gemma":[0.999534,0.0003278042,0.00003264839,0.00004490505,0.00001986759,0.00004080243],"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":[0.000015379,0.0004783946,0.01122711,0.0003924282,0.00009283069,1.048926e-7,0.004338864,0.003982058,0.01446965,0.9644752,0.0001048897,0.0004231048],"study_design_scores_gemma":[0.0002371447,0.0001183768,0.02176287,0.000320863,0.00003254041,8.457359e-7,0.001801198,0.7277812,0.003145687,0.2446227,0.000008755037,0.0001677348],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978061,0.0000207846,0.0001188544,0.0003152969,0.00001280453,0.00009709166,0.000003444828,0.000006426693,0.00161918],"genre_scores_gemma":[0.9993442,0.000002812315,0.0005357323,0.00001218464,0.00006416909,0.000002410926,1.127725e-7,0.000004200621,0.0000342064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7237992,"threshold_uncertainty_score":0.2206341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009721075241831372,"score_gpt":0.2257418544662446,"score_spread":0.2160207792244132,"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."}}