{"id":"W1519364999","doi":"10.1007/978-1-4615-4381-7_5","title":"Self-Dual Embeddings","year":2000,"lang":"en","type":"book-chapter","venue":"International series in management science/operations research/International series in operations research & management science","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dual (grammatical number); Semidefinite programming; Point (geometry); Computer science; Interior point method; Process (computing); Mathematical optimization; Algorithm; Mathematics; Artificial intelligence; Programming language","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":[0.0005845304,0.0008364852,0.0006927499,0.00133444,0.001008554,0.002459166,0.0008448235,0.001165424,0.02945547],"category_scores_gemma":[0.002684909,0.0003688325,0.0006636205,0.0007669404,0.001336384,0.004156958,0.002584082,0.003537158,0.003508258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008338678,"about_ca_system_score_gemma":0.0003647526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002599169,"about_ca_topic_score_gemma":0.0003157206,"domain_scores_codex":[0.9996123,0.0001171156,0.00001551981,0.00008644629,0.0001051677,0.000063542],"domain_scores_gemma":[0.9993227,0.0002041698,0.00007153198,0.0001091753,0.0001546913,0.0001377739],"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":[0.0000236574,0.00002656935,0.00005210456,0.00003003887,0.000006438937,0.00001678856,0.00004183885,0.001178834,0.0002334537,0.9812598,0.006867663,0.01026277],"study_design_scores_gemma":[0.000009851175,0.00001274104,0.00006413837,0.00001315823,0.000004989534,0.0000596161,0.00004141697,0.009601025,0.0002075817,0.9815341,0.008446299,0.000005094202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1225793,0.002411096,0.3566156,0.00631882,0.001791307,0.0001092665,0.000911918,0.000555591,0.5087072],"genre_scores_gemma":[0.6725965,0.001654182,0.05296916,0.001397154,0.001079766,0.0002090231,0.001234036,0.0006650946,0.2681951],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02945547,"threshold_uncertainty_score":0.09853828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08160248743552477,"score_gpt":0.4522931832041128,"score_spread":0.370690695768588,"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."}}