{"id":"W2401606618","doi":"10.1080/03155986.2006.11732745","title":"Sensitivity Analysis In Linear And Convex Quadratic Optimization: Invariant Active Constraint Set And Invariant Set Intervals<sup>*</sup>","year":2006,"lang":"en","type":"article","venue":"INFOR Information Systems and Operational Research","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mathematics; Invariant (physics); Quadratic equation; Sensitivity (control systems); Range (aeronautics); Mathematical optimization; Solution set; Regular polygon; Convex optimization; Applied mathematics; Set (abstract data type); Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006133812,0.001225871,0.001274696,0.001956692,0.0005035347,0.002559148,0.001434273,0.001148156,0.002257606],"category_scores_gemma":[0.02125088,0.0005108246,0.001345578,0.002086693,0.002728202,0.002935186,0.002009309,0.002221036,0.0002271001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624406,"about_ca_system_score_gemma":0.0008374091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002400526,"about_ca_topic_score_gemma":0.0007679014,"domain_scores_codex":[0.996044,0.001986859,0.000134261,0.0004853559,0.001139067,0.0002103981],"domain_scores_gemma":[0.9812114,0.01595399,0.001104954,0.0005810854,0.0009189334,0.00022952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001185003,0.00006190343,0.001462627,0.0002105918,0.0001446642,0.0001983897,0.0001589524,0.7726773,0.001796853,0.1872923,0.001339511,0.03453839],"study_design_scores_gemma":[0.000004609312,0.00002678268,0.0002789662,0.00001819461,0.00001297992,0.00002585448,0.00002269112,0.9242808,0.0005325509,0.07431516,0.0004674102,0.00001401531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01671601,0.001192012,0.9759911,0.0005088496,0.00005470199,0.00004239861,0.00009160929,0.00008154647,0.005321932],"genre_scores_gemma":[0.891525,0.002277058,0.1022327,0.0002953923,0.0003301155,0.0002385851,0.0002493157,0.0001189647,0.002732852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006133812,"threshold_uncertainty_score":0.03243905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06811401176435691,"score_gpt":0.3706192985853927,"score_spread":0.3025052868210357,"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."}}