{"id":"W125238325","doi":"10.1007/978-0-387-84897-6_3","title":"Self-dual Lagrangians on Phase Space","year":2008,"lang":"en","type":"book-chapter","venue":"Springer monographs in mathematics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dual (grammatical number); Space (punctuation); Phase (matter); Physics; Phase space; Mathematics; Computer science; Quantum mechanics; Philosophy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001312669,0.0005304933,0.0006267882,0.00036128,0.0001044735,0.0000493149,0.0002503365,0.0002153946,0.0003632588],"category_scores_gemma":[0.000002688896,0.0005133918,0.000468078,0.00008663059,0.00009712617,0.00004905542,0.00008539143,0.0007063394,0.0002459605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003575213,"about_ca_system_score_gemma":0.0000594481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001033984,"about_ca_topic_score_gemma":0.000004380556,"domain_scores_codex":[0.9983174,0.00001232161,0.0005276623,0.0004045058,0.0003244098,0.0004137546],"domain_scores_gemma":[0.9987543,0.0001071902,0.0002753209,0.000685632,0.00004422411,0.00013334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002025177,0.001681619,0.0002001943,0.0002618149,0.000535298,0.0001132235,0.003704315,0.00002517145,0.0000139589,0.9858488,0.004555003,0.003040371],"study_design_scores_gemma":[0.002963773,0.0003756178,0.00002068511,0.00122276,0.0003273538,0.00001429228,0.000452328,0.003266793,0.0003041067,0.2055761,0.7834039,0.002072277],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007963796,0.0002176518,0.0004555497,0.00006311956,0.0002801265,0.0006092354,0.0003140968,0.0001378072,0.9899586],"genre_scores_gemma":[0.09393925,0.002058614,0.1802248,0.0002469635,0.005362845,0.0001748439,0.0007742019,0.001382704,0.7158358],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7802727,"threshold_uncertainty_score":0.9997318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853079976017424,"score_gpt":0.2631976150473108,"score_spread":0.2446668152871365,"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."}}