{"id":"W4243450610","doi":"10.1007/978-1-4612-1322-2_10","title":"Nonlinear PDE Phenomena","year":2000,"lang":"en","type":"book-chapter","venue":"Birkhäuser Boston eBooks","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley; Simon Fraser University","funders":"","keywords":"Korteweg–de Vries equation; Nonlinear system; Displacement (psychology); Transverse plane; Section (typography); Mathematical analysis; Physics; Mathematical physics; Mathematics; Computer science; Engineering; Quantum mechanics; Structural engineering","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":[0.0002408536,0.0006776639,0.000529592,0.0003851714,0.0005004363,0.001074172,0.0005711507,0.0009388068,0.0177381],"category_scores_gemma":[0.0006371767,0.0002365202,0.0006636891,0.000375186,0.0007265218,0.001090963,0.0009781865,0.001605986,0.003711246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007544262,"about_ca_system_score_gemma":0.0002603107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129307,"about_ca_topic_score_gemma":0.001184752,"domain_scores_codex":[0.9998438,0.00003644816,0.000009050601,0.00004294069,0.00005344611,0.00001427656],"domain_scores_gemma":[0.9998946,0.00004322561,0.000009531941,0.00001668055,0.00003015179,0.00000574326],"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":[0.00001015948,0.00003250795,0.0002231583,0.0002757921,0.00001648795,0.0002543405,0.0003425666,0.01036861,0.003812983,0.9307387,0.02544205,0.02848265],"study_design_scores_gemma":[0.00001153265,0.00003260228,0.0005682911,0.0001364035,0.00001353558,0.0007804479,0.0001218396,0.04506053,0.00248385,0.4917229,0.4590375,0.00003053727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0112664,0.03892151,0.3733781,0.006354426,0.005531499,0.000176921,0.001367992,0.0004147287,0.5625885],"genre_scores_gemma":[0.1999703,0.03442651,0.09083829,0.005125674,0.003449715,0.0005169606,0.001558481,0.0004385898,0.6636754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0177381,"threshold_uncertainty_score":0.05933988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654860872834876,"score_gpt":0.1906369795466643,"score_spread":0.1740883708183155,"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."}}